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ORCIDAlessandro Moschitti
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2020 – today
- 2024
[c245]Matteo Gabburo, Nicolaas Paul Jedema, Siddhant Garg, Leonardo F. R. Ribeiro, Alessandro Moschitti:
Measuring Retrieval Complexity in Question Answering Systems. ACL (Findings) 2024: 14636-14650- [c244]Zeyu Zhang
, Thuy Vu, Alessandro Moschitti:
In Situ Answer Sentence Selection at Web-scale. CIKM 2024: 4298-4302 - [c243]Kexuan Sun, Nicolaas Paul Jedema, Karishma Sharma, Ruben Janssen, Jay Pujara, Pedro A. Szekely, Alessandro Moschitti:
Efficient and Accurate Contextual Re-Ranking for Knowledge Graph Question Answering. LREC/COLING 2024: 5585-5595 - [c242]Stefano Campese, Ivano Lauriola, Alessandro Moschitti:
Pre-Training Methods for Question Reranking. EACL (2) 2024: 469-476 - [c241]Matteo Gabburo, Stefano Campese, Federico Agostini, Alessandro Moschitti:
Datasets for Multilingual Answer Sentence Selection. EMNLP (Findings) 2024: 8947-8958 - [c240]Hyundong Cho, Nicolaas Paul Jedema, Leonardo F. R. Ribeiro, Karishma Sharma, Pedro A. Szekely, Alessandro Moschitti, Ruben Janssen, Jonathan May:
Speechworthy Instruction-tuned Language Models. EMNLP 2024: 10652-10670 - [i49]Matteo Gabburo, Nicolaas Paul Jedema, Siddhant Garg, Leonardo F. R. Ribeiro, Alessandro Moschitti:
Measuring Retrieval Complexity in Question Answering Systems. CoRR abs/2406.03592 (2024) - [i48]Matteo Gabburo, Stefano Campese, Federico Agostini, Alessandro Moschitti:
Datasets for Multilingual Answer Sentence Selection. CoRR abs/2406.10172 (2024) - [i47]Hyundong Cho, Nicolaas Paul Jedema, Leonardo F. R. Ribeiro, Karishma Sharma, Pedro A. Szekely, Alessandro Moschitti, Ruben Janssen, Jonathan May:
Speechworthy Instruction-tuned Language Models. CoRR abs/2409.14672 (2024) - 2023
- [c239]Luca Di Liello, Siddhant Garg, Alessandro Moschitti:
Context-Aware Transformer Pre-Training for Answer Sentence Selection. ACL (2) 2023: 458-468 - [c238]Liang Wang, Ivano Lauriola, Alessandro Moschitti:
Accurate Training of Web-based Question Answering Systems with Feedback from Ranked Users. ACL (industry) 2023: 660-667 - [c237]Matteo Gabburo, Siddhant Garg, Rik Koncel-Kedziorski, Alessandro Moschitti:
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators. ACL (1) 2023: 8389-8403 - [c236]Shivanshu Gupta, Yoshitomo Matsubara, Ankit Chadha, Alessandro Moschitti:
Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages. ACL (Findings) 2023: 14078-14092 - [c235]Roshni G. Iyer, Thuy Vu, Alessandro Moschitti, Yizhou Sun:
Question-Answer Sentence Graph for Joint Modeling Answer Selection. EACL 2023: 968-979 - [c234]Zeyu Zhang, Thuy Vu, Alessandro Moschitti:
Double Retrieval and Ranking for Accurate Question Answering. EACL (Findings) 2023: 1706-1717 - [c233]Stefano Campese, Ivano Lauriola, Alessandro Moschitti:
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval. EMNLP (Findings) 2023: 15573-15587 - [c232]Matteo Gabburo, Siddhant Garg, Rik Koncel-Kedziorski, Alessandro Moschitti:
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References. IJCNLP (2) 2023: 20-28 - [i46]Stefano Campese, Ivano Lauriola, Alessandro Moschitti:
QUADRo: Dataset and Models for QUestion-Answer Database Retrieval. CoRR abs/2304.01003 (2023) - [i45]Matteo Gabburo, Siddhant Garg, Rik Koncel-Kedziorski, Alessandro Moschitti:
Learning Answer Generation using Supervision from Automatic Question Answering Evaluators. CoRR abs/2305.15344 (2023) - [i44]Luca Di Liello, Siddhant Garg, Alessandro Moschitti:
Context-Aware Transformer Pre-Training for Answer Sentence Selection. CoRR abs/2305.15358 (2023) - [i43]Shivanshu Gupta, Yoshitomo Matsubara, Ankit Chadha, Alessandro Moschitti:
Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages. CoRR abs/2305.16302 (2023) - [i42]Matteo Gabburo, Siddhant Garg, Rik Koncel-Kedziorski, Alessandro Moschitti:
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References. CoRR abs/2309.12250 (2023) - 2022
- [c231]Zeyu Zhang, Thuy Vu, Sunil Gandhi, Ankit Chadha, Alessandro Moschitti:
WDRASS: A Web-scale Dataset for Document Retrieval and Answer Sentence Selection. CIKM 2022: 4707-4711 - [c230]Gianni Barlacchi, Ivano Lauriola, Alessandro Moschitti, Marco Del Tredici, Xiaoyu Shen, Thuy Vu, Bill Byrne, Adrià de Gispert:
FocusQA: Open-Domain Question Answering with a Context in Focus. EMNLP (Findings) 2022: 5195-5208 - [c229]Luca Di Liello, Matteo Gabburo, Alessandro Moschitti:
Effective Pretraining Objectives for Transformer-based Autoencoders. EMNLP (Findings) 2022: 5533-5547 - [c228]Yoshitomo Matsubara, Luca Soldaini, Eric Lind, Alessandro Moschitti:
Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems. EMNLP (Findings) 2022: 7259-7272 - [c227]Matteo Gabburo, Rik Koncel-Kedziorski, Siddhant Garg, Luca Soldaini, Alessandro Moschitti:
Knowledge Transfer from Answer Ranking to Answer Generation. EMNLP 2022: 9481-9495 - [c226]Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti:
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection. EMNLP 2022: 11806-11816 - [c225]Benjamin Muller, Luca Soldaini, Rik Koncel-Kedziorski, Eric Lind, Alessandro Moschitti:
Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation. AACL/IJCNLP (1) 2022: 337-353 - [c224]Ivano Lauriola, Kevin Small, Alessandro Moschitti:
Building a Dataset for Automatically Learning to Detect Questions Requiring Clarification. LREC 2022: 4701-4707 - [c223]Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti:
Paragraph-based Transformer Pre-training for Multi-Sentence Inference. NAACL-HLT 2022: 2521-2531 - [i41]Yoshitomo Matsubara, Luca Soldaini, Eric Lind, Alessandro Moschitti:
Ensemble Transformer for Efficient and Accurate Ranking Tasks: an Application to Question Answering Systems. CoRR abs/2201.05767 (2022) - [i40]Zeyu Zhang, Thuy Vu, Alessandro Moschitti:
Double Retrieval and Ranking for Accurate Question Answering. CoRR abs/2201.05981 (2022) - [i39]Zeyu Zhang, Thuy Vu, Alessandro Moschitti:
In Situ Answer Sentence Selection at Web-scale. CoRR abs/2201.05984 (2022) - [i38]Roshni G. Iyer, Thuy Vu, Alessandro Moschitti, Yizhou Sun:
Question-Answer Sentence Graph for Joint Modeling Answer Selection. CoRR abs/2203.03549 (2022) - [i37]Nic Jedema, Thuy Vu, Manish Gupta, Alessandro Moschitti:
DP-KB: Data Programming with Knowledge Bases Improves Transformer Fine Tuning for Answer Sentence Selection. CoRR abs/2203.09598 (2022) - [i36]Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti:
Paragraph-based Transformer Pre-training for Multi-Sentence Inference. CoRR abs/2205.01228 (2022) - [i35]Luca Di Liello, Siddhant Garg, Luca Soldaini, Alessandro Moschitti:
Pre-training Transformer Models with Sentence-Level Objectives for Answer Sentence Selection. CoRR abs/2205.10455 (2022) - [i34]Matteo Gabburo, Rik Koncel-Kedziorski, Siddhant Garg, Luca Soldaini, Alessandro Moschitti:
Knowledge Transfer from Answer Ranking to Answer Generation. CoRR abs/2210.12865 (2022) - [i33]Luca Di Liello, Matteo Gabburo, Alessandro Moschitti:
Effective Pre-Training Objectives for Transformer-based Autoencoders. CoRR abs/2210.13536 (2022) - 2021
- [j26]Gianni Barlacchi, Bruno Lepri, Alessandro Moschitti:
Land Use Classification With Point of Interests and Structural Patterns. IEEE Trans. Knowl. Data Eng. 33(9): 3258-3269 (2021) - [c222]Nachshon Cohen, Oren Kalinsky, Yftah Ziser, Alessandro Moschitti:
WikiSum: Coherent Summarization Dataset for Efficient Human-Evaluation. ACL/IJCNLP (2) 2021: 212-219 - [c221]Zeyu Zhang, Thuy Vu, Alessandro Moschitti:
Joint Models for Answer Verification in Question Answering Systems. ACL/IJCNLP (1) 2021: 3252-3262 - [c220]Chao-Chun Hsu, Eric Lind, Luca Soldaini, Alessandro Moschitti:
Answer Generation for Retrieval-based Question Answering Systems. ACL/IJCNLP (Findings) 2021: 4276-4282 - [c219]Kateryna Tymoshenko, Alessandro Moschitti:
Strong and Light Baseline Models for Fact-Checking Joint Inference. ACL/IJCNLP (Findings) 2021: 4824-4830 - [c218]Luca Di Liello, Olga Uryupina, Alessandro Moschitti:
Language Transfer for Identifying Diagnostic Paragraphs in Clinical Notes. CLiC-it 2021 - [c217]Rujun Han, Luca Soldaini, Alessandro Moschitti:
Modeling Context in Answer Sentence Selection Systems on a Latency Budget. EACL 2021: 3005-3010 - [c216]Thuy Vu, Alessandro Moschitti:
CDA: a Cost Efficient Content-based Multilingual Web Document Aligner. EACL 2021: 3053-3061 - [c215]Ivano Lauriola, Alessandro Moschitti:
Answer Sentence Selection Using Local and Global Context in Transformer Models. ECIR (1) 2021: 298-312 - [c214]Thuy Vu, Alessandro Moschitti:
Machine Translation Customization via Automatic Training Data Selection from the Web. ECIR (1) 2021: 666-679 - [c213]Vivek Krishnamurthy, Thuy Vu, Alessandro Moschitti:
Reference-based Weak Supervision for Answer Sentence Selection using Web Data. EMNLP (Findings) 2021: 4294-4299 - [c212]Siddhant Garg, Alessandro Moschitti:
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering. EMNLP (1) 2021: 7329-7346 - [c211]Ivano Lauriola, Alberto Lavelli, Alessandro Moschitti, Fabio Aiolli:
Exploring the structure of BERT through Kernel Learning. IJCNN 2021: 1-9 - [c210]Iryna Haponchyk, Alessandro Moschitti:
Supervised Neural Clustering via Latent Structured Output Learning: Application to Question Intents. NAACL-HLT 2021: 3364-3374 - [c209]Thuy Vu, Alessandro Moschitti:
AVA: an Automatic eValuation Approach for Question Answering Systems. NAACL-HLT 2021: 5223-5233 - [i32]Rujun Han, Luca Soldaini, Alessandro Moschitti:
Modeling Context in Answer Sentence Selection Systems on a Latency Budget. CoRR abs/2101.12093 (2021) - [i31]Thuy Vu, Alessandro Moschitti:
Machine Translation Customization via Automatic Training Data Selection from the Web. CoRR abs/2102.10243 (2021) - [i30]Thuy Vu, Alessandro Moschitti:
CDA: a Cost Efficient Content-based Multilingual Web Document Aligner. CoRR abs/2102.10246 (2021) - [i29]Thuy Vu, Alessandro Moschitti:
Multilingual Answer Sentence Reranking via Automatically Translated Data. CoRR abs/2102.10250 (2021) - [i28]Vivek Krishnamurthy, Thuy Vu, Alessandro Moschitti:
Reference-based Weak Supervision for Answer Sentence Selection using Web Data. CoRR abs/2104.08943 (2021) - [i27]Luca Di Liello, Matteo Gabburo, Alessandro Moschitti:
Efficient pre-training objectives for Transformers. CoRR abs/2104.09694 (2021) - [i26]Chao-Chun Hsu, Eric Lind, Luca Soldaini, Alessandro Moschitti:
Answer Generation for Retrieval-based Question Answering Systems. CoRR abs/2106.00955 (2021) - [i25]Zeyu Zhang, Thuy Vu, Alessandro Moschitti:
Joint Models for Answer Verification in Question Answering Systems. CoRR abs/2107.04217 (2021) - [i24]Siddhant Garg, Alessandro Moschitti:
Will this Question be Answered? Question Filtering via Answer Model Distillation for Efficient Question Answering. CoRR abs/2109.07009 (2021) - [i23]Benjamin Muller, Luca Soldaini, Rik Koncel-Kedziorski, Eric Lind, Alessandro Moschitti:
Cross-Lingual GenQA: A Language-Agnostic Generative Question Answering Approach for Open-Domain Question Answering. CoRR abs/2110.07150 (2021) - 2020
- [c208]Siddhant Garg, Thuy Vu, Alessandro Moschitti:
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection. AAAI 2020: 7780-7788 - [c207]Luca Soldaini, Alessandro Moschitti:
The Cascade Transformer: an Application for Efficient Answer Sentence Selection. ACL 2020: 5697-5708 - [c206]Luca Di Liello, Daniele Bonadiman, Alessandro Moschitti, Cristina Giannone, Andrea Favalli, Raniero Romagnoli:
Cross-Language Transformer Adaptation for Frequently Asked Questions. CLiC-it 2020 - [c205]Antonio E. Uva, Pierluigi Roberti, Alessandro Moschitti:
Dialog-based Help Desk through Automated Question Answering and Intent Detection. CLiC-it 2020 - [c204]Daniele Bonadiman, Alessandro Moschitti:
A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection. COLING 2020: 5211-5222 - [c203]Yoshitomo Matsubara, Thuy Vu, Alessandro Moschitti:
Reranking for Efficient Transformer-based Answer Selection. SIGIR 2020: 1577-1580 - [i22]Daniele Bonadiman, Alessandro Moschitti:
A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection. CoRR abs/2003.02349 (2020) - [i21]Thuy Vu, Alessandro Moschitti:
AVA: an Automatic eValuation Approach to Question Answering Systems. CoRR abs/2005.00705 (2020) - [i20]Luca Soldaini, Alessandro Moschitti:
The Cascade Transformer: an Application for Efficient Answer Sentence Selection. CoRR abs/2005.02534 (2020) - [i19]Ivano Lauriola, Alessandro Moschitti:
Context-based Transformer Models for Answer Sentence Selection. CoRR abs/2006.01285 (2020)
2010 – 2019
- 2019
- [j25]Salvatore Romeo, Giovanni Da San Martino, Yonatan Belinkov, Alberto Barrón-Cedeño, Mohamed Eldesouki, Kareem Darwish, Hamdy Mubarak, James R. Glass, Alessandro Moschitti:
Language processing and learning models for community question answering in Arabic. Inf. Process. Manag. 56(2): 274-290 (2019) - [j24]Preslav Nakov, Lluís Màrquez, Alessandro Moschitti, Hamdy Mubarak:
Arabic community question answering. Nat. Lang. Eng. 25(1): 5-41 (2019) - [j23]Kateryna Tymoshenko, Alessandro Moschitti:
Shallow and Deep Syntactic/Semantic Structures for Passage Reranking in Question-Answering Systems. ACM Trans. Inf. Syst. 37(1): 8:1-8:38 (2019) - [c202]Giovanni Da San Martino, Alessandro Sperduti, Fabio Aiolli, Alessandro Moschitti:
Efficient Online Learning for Mapping Kernels on Linguistic Structures. AAAI 2019: 3421-3428 - [c201]Lingzhen Chen, Alessandro Moschitti:
Transfer Learning for Sequence Labeling Using Source Model and Target Data. AAAI 2019: 6260-6267 - [c200]Iryna Haponchyk, Alessandro Moschitti:
A Study of Latent Structured Prediction Approaches to Passage Reranking. NAACL-HLT (1) 2019: 1847-1857 - [i18]Lingzhen Chen, Alessandro Moschitti:
Transfer Learning for Sequence Labeling Using Source Model and Target Data. CoRR abs/1902.05309 (2019) - [i17]Siddhant Garg, Thuy Vu, Alessandro Moschitti:
TANDA: Transfer and Adapt Pre-Trained Transformer Models for Answer Sentence Selection. CoRR abs/1911.04118 (2019) - [i16]Shafiq R. Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov:
Global Thread-Level Inference for Comment Classification in Community Question Answering. CoRR abs/1911.08755 (2019) - [i15]Preslav Nakov, Lluís Màrquez, Walid Magdy, Alessandro Moschitti, James R. Glass, Bilal Randeree:
SemEval-2015 Task 3: Answer Selection in Community Question Answering. CoRR abs/1911.11403 (2019) - [i14]Preslav Nakov, Doris Hoogeveen, Lluís Màrquez, Alessandro Moschitti, Hamdy Mubarak, Timothy Baldwin, Karin Verspoor:
SemEval-2017 Task 3: Community Question Answering. CoRR abs/1912.00730 (2019) - [i13]Preslav Nakov, Lluís Màrquez, Alessandro Moschitti, Walid Magdy, Hamdy Mubarak, Abed Alhakim Freihat, James R. Glass, Bilal Randeree:
SemEval-2016 Task 3: Community Question Answering. CoRR abs/1912.01972 (2019) - 2018
- [j22]Simone Filice, Alessandro Moschitti:
Learning pairwise patterns in Community Question Answering. Intelligenza Artificiale 12(2): 49-65 (2018) - [c199]Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti:
A Flexible, Efficient and Accurate Framework for Community Question Answering Pipelines. ACL (4) 2018: 134-139 - [c198]Antonio Uva, Daniele Bonadiman, Alessandro Moschitti:
Injecting Relational Structural Representation in Neural Networks for Question Similarity. ACL (2) 2018: 285-291 - [c197]Andrei Catalin, Giacomo Zara, Yaroslav Nechaev, Gianni Barlacchi, Alessandro Moschitti:
Exploiting Deep Neural Networks for Tweet-based Emoji Prediction. NL4AI@AI*IA 2018: 116-128 - [c196]Lingzhen Chen, Alessandro Moschitti, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli:
Transfer Learning for Industrial Applications of Named Entity Recognition. NL4AI@AI*IA 2018: 129-140 - [c195]Lingzhen Chen, Alessandro Moschitti:
Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models. COLING 2018: 2181-2191 - [c194]Darsh J. Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov:
Adversarial Domain Adaptation for Duplicate Question Detection. EMNLP 2018: 1056-1063 - [c193]Massimo Nicosia, Alessandro Moschitti:
Semantic Linking in Convolutional Neural Networks for Answer Sentence Selection. EMNLP 2018: 1070-1076 - [c192]Kateryna Tymoshenko, Alessandro Moschitti:
Cross-Pair Text Representations for Answer Sentence Selection. EMNLP 2018: 2162-2173 - [c191]Iryna Haponchyk, Antonio Uva, Seunghak Yu, Olga Uryupina, Alessandro Moschitti:
Supervised Clustering of Questions into Intents for Dialog System Applications. EMNLP 2018: 2310-2321 - [c190]Ramy Baly, Mitra Mohtarami, James R. Glass, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov:
Integrating Stance Detection and Fact Checking in a Unified Corpus. NAACL-HLT (2) 2018: 21-27 - [c189]Mitra Mohtarami, Ramy Baly, James R. Glass, Preslav Nakov, Lluís Màrquez, Alessandro Moschitti:
Automatic Stance Detection Using End-to-End Memory Networks. NAACL-HLT 2018: 767-776 - [i12]Mitra Mohtarami, Ramy Baly, James R. Glass, Preslav Nakov, Lluís Màrquez, Alessandro Moschitti:
Automatic Stance Detection Using End-to-End Memory Networks. CoRR abs/1804.07581 (2018) - [i11]Ramy Baly, Mitra Mohtarami, James R. Glass, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov:
Integrating Stance Detection and Fact Checking in a Unified Corpus. CoRR abs/1804.08012 (2018) - [i10]Antonio Uva, Daniele Bonadiman, Alessandro Moschitti:
Injecting Relational Structural Representation in Neural Networks for Question Similarity. CoRR abs/1806.08009 (2018) - [i9]Darsh J. Shah, Tao Lei, Alessandro Moschitti, Salvatore Romeo, Preslav Nakov:
Adversarial Domain Adaptation for Duplicate Question Detection. CoRR abs/1809.02255 (2018) - 2017
- [j21]Simone Filice, Giuseppe Castellucci, Giovanni Da San Martino, Alessandro Moschitti, Danilo Croce, Roberto Basili:
KELP: a Kernel-based Learning Platform. J. Mach. Learn. Res. 18: 191:1-191:5 (2017) - [c188]Kateryna Tymoshenko, Alessandro Moschitti, Massimo Nicosia, Aliaksei Severyn:
RelTextRank: An Open Source Framework for Building Relational Syntactic-Semantic Text Pair Representations. ACL (System Demonstrations) 2017: 79-84 - [c187]Azad Abad, Moin Nabi, Alessandro Moschitti:
Self-Crowdsourcing Training for Relation Extraction. ACL (2) 2017: 518-523 - [c186]Iryna Haponchyk, Alessandro Moschitti:
Don't understand a measure? Learn it: Structured Prediction for Coreference Resolution optimizing its measures. ACL (1) 2017: 1018-1028 - [c185]Massimo Nicosia, Alessandro Moschitti:
Accurate Sentence Matching with Hybrid Siamese Networks. CIKM 2017: 2235-2238 - [c184]Gianni Barlacchi, Bruno Lepri, Alessandro Moschitti:
Predicting Land Use of Italian Cities using Structural Semantic Models. CLiC-it 2017 - [c183]Daniele Bonadiman, Giuseppe Castellucci, Andrea Favalli, Raniero Romagnoli, Alessandro Moschitti:
Neural Sentiment Analysis for a Real-World Application. CLiC-it 2017 - [c182]Antonio E. Uva, Valerio Storch, Casimiro Carrino, Ugo Di Iorio, Alessandro Moschitti:
Commercial Applications through Community Question Answering Technology. CLiC-it 2017 - [c181]Olga Uryupina, Alessandro Moschitti:
Collaborative Partitioning for Coreference Resolution. CoNLL 2017: 47-57 - [c180]Massimo Nicosia, Alessandro Moschitti:
Learning Contextual Embeddings for Structural Semantic Similarity using Categorical Information. CoNLL 2017: 260-270 - [c179]Iryna Haponchyk, Alessandro Moschitti:
A Practical Perspective on Latent Structured Prediction for Coreference Resolution. EACL (2) 2017: 143-149 - [c178]Daniele Bonadiman, Antonio Uva, Alessandro Moschitti:
Effective shared representations with Multitask Learning for Community Question Answering. EACL (2) 2017: 726-732 - [c177]Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti:
A Multiple-Instance Learning Approach to Sentence Selection for Question Ranking. ECIR 2017: 437-449 - [c176]Kateryna Tymoshenko, Daniele Bonadiman, Alessandro Moschitti:
Ranking Kernels for Structures and Embeddings: A Hybrid Preference and Classification Model. EMNLP 2017: 897-902 - [c175]Gianni Barlacchi, Alberto Rossi, Bruno Lepri, Alessandro Moschitti:
Structural Semantic Models for Automatic Analysis of Urban Areas. ECML/PKDD (3) 2017: 279-291 - [c174]Martin Boyanov, Preslav Nakov, Alessandro Moschitti, Giovanni Da San Martino, Ivan Koychev:
Building Chatbots from Forum Data: Model Selection Using Question Answering Metrics. RANLP 2017: 121-129 - [c173]Preslav Nakov, Doris Hoogeveen, Lluís Màrquez, Alessandro Moschitti, Hamdy Mubarak, Timothy Baldwin, Karin Verspoor:
SemEval-2017 Task 3: Community Question Answering. SemEval@ACL 2017: 27-48 - [c172]Simone Filice, Giovanni Da San Martino, Alessandro Moschitti:
KeLP at SemEval-2017 Task 3: Learning Pairwise Patterns in Community Question Answering. SemEval@ACL 2017: 326-333 - [c171]Azad Abad, Moin Nabi, Alessandro Moschitti:
Autonomous Crowdsourcing through Human-Machine Collaborative Learning. SIGIR 2017: 873-876 - [c170]Giovanni Da San Martino, Salvatore Romeo, Alberto Barrón-Cedeño, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov:
Cross-Language Question Re-Ranking. SIGIR 2017: 1145-1148 - [c169]Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Alessandro Moschitti:
On the Use of an Intermediate Class in Boolean Crowdsourced Relevance Annotations for Learning to Rank Comments. SIGIR 2017: 1209-1212 - [p2]Alessandro Moschitti, Kateryna Tymoshenko, Panos Alexopoulos, Andrew D. Walker, Massimo Nicosia, Guido Vetere, Alessandro Faraotti, Marco Monti, Jeff Z. Pan, Honghan Wu, Yuting Zhao:
Question Answering and Knowledge Graphs. Exploiting Linked Data and Knowledge Graphs in Large Organisations 2017: 181-212 - [i8]Daniele Bonadiman, Antonio E. Uva, Alessandro Moschitti:
Multitask Learning with Deep Neural Networks for Community Question Answering. CoRR abs/1702.03706 (2017) - [i7]Martin Boyanov, Ivan Koychev, Preslav Nakov, Alessandro Moschitti, Giovanni Da San Martino:
Building Chatbots from Forum Data: Model Selection Using Question Answering Metrics. CoRR abs/1710.00689 (2017) - [i6]Giovanni Da San Martino, Salvatore Romeo, Alberto Barrón-Cedeño, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov:
Cross-Language Question Re-Ranking. CoRR abs/1710.01487 (2017) - 2016
- [j20]Aliaksei Severyn, Alessandro Moschitti, Olga Uryupina, Barbara Plank, Katja Filippova:
Multi-lingual opinion mining on YouTube. Inf. Process. Manag. 52(1): 46-60 (2016) - [c168]Olga Uryupina, Barbara Plank, Gianni Barlacchi, Francisco J. Valverde-Albacete, Manos Tsagkias, Antonio Uva, Alessandro Moschitti:
LiMoSINe Pipeline: Multilingual UIMA-based NLP Platform. ACL (System Demonstrations) 2016: 157-162 - [c167]Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Antonio Uva, Alessandro Moschitti:
Learning to Re-Rank Questions in Community Question Answering Using Advanced Features. CIKM 2016: 1997-2000 - [c166]Kateryna Tymoshenko, Daniele Bonadiman, Alessandro Moschitti:
Learning to Rank Non-Factoid Answers: Comment Selection in Web Forums. CIKM 2016: 2049-2052 - [c165]Antonio Uva, Alessandro Moschitti:
Tree Kernels-based Discriminative Reranker for Italian Constituency Parsers. CLiC-it/EVALITA 2016 - [c164]Gianni Barlacchi, Azad Abad, Emanuele Rossinelli, Alessandro Moschitti:
Appetitoso: A Search Engine for Restaurant Retrieval based on Dishes. CLiC-it/EVALITA 2016 - [c163]Enamul Hoque, Shafiq R. Joty, Lluís Màrquez, Alberto Barrón-Cedeño, Giovanni Da San Martino, Alessandro Moschitti, Preslav Nakov, Salvatore Romeo, Giuseppe Carenini:
An Interactive System for Exploring Community Question Answering Forums. COLING (Demos) 2016: 1-5 - [c162]Salvatore Romeo, Giovanni Da San Martino, Alberto Barrón-Cedeño, Alessandro Moschitti, Yonatan Belinkov, Wei-Ning Hsu, Yu Zhang, Mitra Mohtarami, James R. Glass:
Neural Attention for Learning to Rank Questions in Community Question Answering. COLING 2016: 1734-1745 - [c161]Alberto Barrón-Cedeño, Giovanni Da San Martino, Salvatore Romeo, Alessandro Moschitti:
Selecting Sentences versus Selecting Tree Constituents for Automatic Question Ranking. COLING 2016: 2515-2525 - [c160]Massimo Nicosia, Alessandro Moschitti:
Crossword Puzzle Resolution in Italian using Distributional Models for Clue Similarity. IIR 2016 - [c159]Simone Filice, Alessandro Moschitti:
Learning to Recognize Ancillary Information for Automatic Paraphrase Identification. HLT-NAACL 2016: 1109-1114 - [c158]Kateryna Tymoshenko, Daniele Bonadiman, Alessandro Moschitti:
Convolutional Neural Networks vs. Convolution Kernels: Feature Engineering for Answer Sentence Reranking. HLT-NAACL 2016: 1268-1278 - [c157]Tao Lei, Hrishikesh Joshi, Regina Barzilay, Tommi S. Jaakkola, Kateryna Tymoshenko, Alessandro Moschitti, Lluís Màrquez:
Semi-supervised Question Retrieval with Gated Convolutions. HLT-NAACL 2016: 1279-1289 - [c156]Preslav Nakov, Lluís Màrquez, Alessandro Moschitti, Walid Magdy, Hamdy Mubarak, Abed Alhakim Freihat, James R. Glass, Bilal Randeree:
SemEval-2016 Task 3: Community Question Answering. SemEval@NAACL-HLT 2016: 525-545 - [c155]Alberto Barrón-Cedeño, Giovanni Da San Martino, Shafiq R. Joty, Alessandro Moschitti, Fahad Al-Obaidli, Salvatore Romeo, Kateryna Tymoshenko, Antonio Uva:
ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora. SemEval@NAACL-HLT 2016: 896-903 - [c154]Simone Filice, Danilo Croce, Alessandro Moschitti, Roberto Basili:
KeLP at SemEval-2016 Task 3: Learning Semantic Relations between Questions and Answers. SemEval@NAACL-HLT 2016: 1116-1123 - [c153]Alessandro Moschitti, Lluís Màrquez, Preslav Nakov, Eugene Agichtein, Charles L. A. Clarke, Idan Szpektor:
SIGIR 2016 Workshop WebQA II: Web Question Answering Beyond Factoids. SIGIR 2016: 1251-1252 - [c152]Azad Abad, Alessandro Moschitti:
Taking the best from the Crowd: Learning Question Passage Classification from Noisy Data. *SEM@ACL 2016 - [i5]Aliaksei Severyn, Alessandro Moschitti:
Modeling Relational Information in Question-Answer Pairs with Convolutional Neural Networks. CoRR abs/1604.01178 (2016) - [i4]Giovanni Da San Martino, Alberto Barrón-Cedeño, Salvatore Romeo, Alessandro Moschitti, Shafiq R. Joty, Fahad Al-Obaidli, Kateryna Tymoshenko, Antonio Uva:
Addressing Community Question Answering in English and Arabic. CoRR abs/1610.05522 (2016) - 2015
- [c151]Alessandro Moschitti, Massimo Nicosia, Gianni Barlacchi:
SACRY: Syntax-based Automatic Crossword puzzle Resolution sYstem. ACL (System Demonstrations) 2015: 79-84 - [c150]Aliaksei Severyn, Massimo Nicosia, Gianni Barlacchi, Alessandro Moschitti:
Distributional Neural Networks for Automatic Resolution of Crossword Puzzles. ACL (2) 2015: 199-204 - [c149]Alberto Barrón-Cedeño, Simone Filice, Giovanni Da San Martino, Shafiq R. Joty, Lluís Màrquez, Preslav Nakov, Alessandro Moschitti:
Thread-Level Information for Comment Classification in Community Question Answering. ACL (2) 2015: 687-693 - [c148]Simone Filice, Giovanni Da San Martino, Alessandro Moschitti:
Structural Representations for Learning Relations between Pairs of Texts. ACL (1) 2015: 1003-1013 - [c147]Kateryna Tymoshenko, Alessandro Moschitti:
Assessing the Impact of Syntactic and Semantic Structures for Answer Passages Reranking. CIKM 2015: 1451-1460 - [c146]Massimo Nicosia, Gianni Barlacchi, Alessandro Moschitti:
Learning to Rank Aggregated Answers for Crossword Puzzles. ECIR 2015: 556-561 - [c145]Shafiq R. Joty, Alberto Barrón-Cedeño, Giovanni Da San Martino, Simone Filice, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov:
Global Thread-level Inference for Comment Classification in Community Question Answering. EMNLP 2015: 573-578 - [c144]Azad Abad, Alessandro Moschitti:
Distant Supervision for Relation Extraction Using Tree Kernels. IIR 2015 - [c143]Antonio E. Uva, Alessandro Moschitti:
Automatic Feature Engineering for Italian Question Answering Systems. IIR 2015 - [c142]Tao Lei, Yuan Zhang, Lluís Màrquez i Villodre, Alessandro Moschitti, Regina Barzilay:
High-Order Low-Rank Tensors for Semantic Role Labeling. HLT-NAACL 2015: 1150-1160 - [c141]Aliaksei Severyn, Alessandro Moschitti:
On the Automatic Learning of Sentiment Lexicons. HLT-NAACL 2015: 1397-1402 - [c140]Massimo Nicosia, Simone Filice, Alberto Barrón-Cedeño, Iman Saleh, Hamdy Mubarak, Wei Gao, Preslav Nakov, Giovanni Da San Martino, Alessandro Moschitti, Kareem Darwish, Lluís Màrquez, Shafiq R. Joty, Walid Magdy:
QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English. SemEval@NAACL-HLT 2015: 203-209 - [c139]Preslav Nakov, Lluís Màrquez, Walid Magdy, Alessandro Moschitti, James R. Glass, Bilal Randeree:
SemEval-2015 Task 3: Answer Selection in Community Question Answering. SemEval@NAACL-HLT 2015: 269-281 - [c138]Aliaksei Severyn, Alessandro Moschitti:
UNITN: Training Deep Convolutional Neural Network for Twitter Sentiment Classification. SemEval@NAACL-HLT 2015: 464-469 - [c137]Aliaksei Severyn, Alessandro Moschitti:
Learning to Rank Short Text Pairs with Convolutional Deep Neural Networks. SIGIR 2015: 373-382 - [c136]Aliaksei Severyn, Alessandro Moschitti:
Twitter Sentiment Analysis with Deep Convolutional Neural Networks. SIGIR 2015: 959-962 - [c135]Olga Uryupina, Alessandro Moschitti:
A State-of-the-Art Mention-Pair Model for Coreference Resolution. *SEM@NAACL-HLT 2015: 289-298 - [p1]Danilo Croce, Roberto Basili, Alessandro Moschitti:
Semantic Tree Kernels for Statistical Natural Language Learning. Italian Natural Language Processing within the PARLI Project 2015: 93-113 - [e8]Afra Alishahi, Alessandro Moschitti:
Proceedings of the 19th Conference on Computational Natural Language Learning, CoNLL 2015, Beijing, China, July 30-31, 2015. ACL 2015, ISBN 978-1-941643-77-8 [contents] - [e7]Roberto Basili, Cristina Bosco, Rodolfo Delmonte, Alessandro Moschitti, Maria Simi:
Harmonization and Development of Resources and Tools for Italian Natural Language Processing within the PARLI Project. Studies in Computational Intelligence 589, Springer 2015, ISBN 978-3-319-14205-0 [contents] - [i3]Tao Lei, Hrishikesh Joshi, Regina Barzilay, Tommi S. Jaakkola, Kateryna Tymoshenko, Alessandro Moschitti, Lluís Màrquez i Villodre:
Denoising Bodies to Titles: Retrieving Similar Questions with Recurrent Convolutional Models. CoRR abs/1512.05726 (2015) - 2014
- [j19]David Paul Dupplaw, Michael Matthews, Richard Johansson, Giulia Boato, Andrea Costanzo, Marco Fontani, Enrico Minack, Elena Demidova, Roi Blanco, Thomas Griffiths, Paul H. Lewis, Jonathon S. Hare, Alessandro Moschitti:
Information extraction from multimedia web documents: an open-source platform and testbed. Int. J. Multim. Inf. Retr. 3(2): 97-111 (2014) - [c134]Aliaksei Severyn, Alessandro Moschitti, Olga Uryupina, Barbara Plank, Katja Filippova:
Opinion Mining on YouTube. ACL (1) 2014: 1252-1261 - [c133]Iman Saleh, Scott Cyphers, James R. Glass, Shafiq R. Joty, Lluís Màrquez i Villodre, Alessandro Moschitti, Preslav Nakov:
A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling. COLING 2014: 193-202 - [c132]Gianni Barlacchi, Massimo Nicosia, Alessandro Moschitti:
Learning to Rank Answer Candidates for Automatic Resolution of Crossword Puzzles. CoNLL 2014: 39-48 - [c131]Kateryna Tymoshenko, Alessandro Moschitti, Aliaksei Severyn:
Encoding Semantic Resources in Syntactic Structures for Passage Reranking. EACL 2014: 664-672 - [c130]Francisco Guzmán, Shafiq R. Joty, Lluís Màrquez, Alessandro Moschitti, Preslav Nakov, Massimo Nicosia:
Learning to Differentiate Better from Worse Translations. EMNLP 2014: 214-220 - [c129]Iman Saleh, Alessandro Moschitti, Preslav Nakov, Lluís Màrquez, Shafiq R. Joty:
Semantic Kernels for Semantic Parsing. EMNLP 2014: 436-442 - [c128]Shafiq R. Joty, Alessandro Moschitti:
Discriminative Reranking of Discourse Parses Using Tree Kernels. EMNLP 2014: 2049-2060 - [c127]Olga Uryupina, Barbara Plank, Aliaksei Severyn, Agata Rotondi, Alessandro Moschitti:
SenTube: A Corpus for Sentiment Analysis on YouTube Social Media. LREC 2014: 4244-4249 - [c126]Alessandro Moschitti:
Semantic Matching using Kernel Methods. SMIR@SIGIR 2014: 5-6 - [c125]Aliaksei Severyn, Alessandro Moschitti, Manos Tsagkias, Richard Berendsen, Maarten de Rijke:
A syntax-aware re-ranker for microblog retrieval. SIGIR 2014: 1067-1070 - [c124]Julio Gonzalo, Hang Li, Alessandro Moschitti, Jun Xu:
SIGIR 2014 workshop on semantic matching in information retrieval. SIGIR 2014: 1296 - [e6]Alessandro Moschitti, Bo Pang, Walter Daelemans:
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, EMNLP 2014, October 25-29, 2014, Doha, Qatar, A meeting of SIGDAT, a Special Interest Group of the ACL. ACL 2014, ISBN 978-1-937284-96-1 [contents] - [e5]Julio Gonzalo, Hang Li, Alessandro Moschitti, Jun Xu:
Proceedings of Workshop on Semantic Matching in Information Retrieval co-located with the 37th international ACM SIGIR conference on research and development in information retrieval, SMIR@SIGIR 2014, Queensland, Australia, July 11, 2014. CEUR Workshop Proceedings 1204, CEUR-WS.org 2014 [contents] - 2013
- [j18]Richard Johansson, Alessandro Moschitti:
Relational Features in Fine-Grained Opinion Analysis. Comput. Linguistics 39(3): 473-509 (2013) - [j17]Giovanni Semeraro, Pierpaolo Basile, Roberto Basili, Marco de Gemmis, Chiara Ghidini, Maurizio Lenzerini, Pasquale Lops, Alessandro Moschitti, Cataldo Musto, Fedelucio Narducci, Arianna Pipitone, Roberto Pirrone, Piero Poccianti, Luciano Serafini:
Semantic technologies for industry: From knowledge modeling and integration to intelligent applications. Intelligenza Artificiale 7(2): 125-137 (2013) - [c123]Aliaksei Severyn, Massimo Nicosia, Alessandro Moschitti:
Learning Semantic Textual Similarity with Structural Representations. ACL (2) 2013: 714-718 - [c122]Barbara Plank, Alessandro Moschitti:
Embedding Semantic Similarity in Tree Kernels for Domain Adaptation of Relation Extraction. ACL (1) 2013: 1498-1507 - [c121]Aliaksei Severyn, Massimo Nicosia, Alessandro Moschitti:
Building structures from classifiers for passage reranking. CIKM 2013: 969-978 - [c120]Aliaksei Severyn, Massimo Nicosia, Alessandro Moschitti:
Learning Adaptable Patterns for Passage Reranking. CoNLL 2013: 75-83 - [c119]Sameer Pradhan, Alessandro Moschitti, Nianwen Xue, Hwee Tou Ng, Anders Björkelund, Olga Uryupina, Yuchen Zhang, Zhi Zhong:
Towards Robust Linguistic Analysis using OntoNotes. CoNLL 2013: 143-152 - [c118]Qi Ju, Alessandro Moschitti, Richard Johansson:
Learning to Rank from Structures in Hierarchical Text Classification. ECIR 2013: 183-194 - [c117]Qi Ju, Alessandro Moschitti:
Incremental Reranking for Hierarchical Text Classification. ECIR 2013: 726-729 - [c116]Aliaksei Severyn, Alessandro Moschitti:
Automatic Feature Engineering for Answer Selection and Extraction. EMNLP 2013: 458-467 - [c115]Aliaksei Severyn, Alessandro Moschitti:
Fast Linearization of Tree Kernels over Large-Scale Data. IJCAI 2013: 2162-2168 - [c114]Olga Uryupina, Alessandro Moschitti:
Multilingual Mention Detection for Coreference Resolution. IJCNLP 2013: 100-108 - [c113]Alessandro Moschitti, Siddharth Patwardhan, Chris Welty:
Long-Distance Time-Event Relation Extraction. IJCNLP 2013: 1330-1338 - [c112]Alessandro Moschitti:
Kernel-based learning to rank with syntactic and semantic structures. SIGIR 2013: 1128 - [c111]Aliaksei Severyn, Massimo Nicosia, Alessandro Moschitti:
iKernels-Core: Tree Kernel Learning for Textual Similarity. *SEM@NAACL-HLT 2013: 53-58 - [e4]Alessandro Moschitti, Barbara Plank:
Trustworthy Eternal Systems via Evolving Software, Data and Knowledge - Second International Workshop, EternalS 2012, Montpellier, France, August 28, 2012, Revised Selected Papers. Communications in Computer and Information Science 379, Springer 2013, ISBN 978-3-642-45259-8 [contents] - 2012
- [j16]Aliaksei Severyn, Alessandro Moschitti:
Fast support vector machines for convolution tree kernels. Data Min. Knowl. Discov. 25(2): 325-357 (2012) - [j15]Truc-Vien T. Nguyen, Alessandro Moschitti:
Structural reranking models for named entity recognition. Intelligenza Artificiale 6(2): 177-190 (2012) - [j14]Lluís Màrquez, Alessandro Moschitti:
Special issue on statistical learning of natural language structured input and output. Nat. Lang. Eng. 18(2): 147-153 (2012) - [j13]Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi:
Discriminative Reranking for Spoken Language Understanding. IEEE Trans. Speech Audio Process. 20(2): 526-539 (2012) - [c110]Alessandro Moschitti:
State-of-the-Art Kernels for Natural Language Processing. ACL (Tutorial Abstracts) 2012: 2 - [c109]Danilo Croce, Alessandro Moschitti, Roberto Basili, Martha Palmer:
Verb Classification using Distributional Similarity in Syntactic and Semantic Structures. ACL (1) 2012: 263-272 - [c108]Alessandro Moschitti, Qi Ju, Richard Johansson:
Modeling Topic Dependencies in Hierarchical Text Categorization. ACL (1) 2012: 759-767 - [c107]Duc-Tien Dang-Nguyen, Giulia Boato, Alessandro Moschitti, Francesco G. B. De Natale:
Supervised models for multimodal image retrieval based on visual, semantic and geographic information. CBMI 2012: 1-5 - [c106]Siddharth Patwardhan, Branimir Boguraev, Apoorv Agarwal, Alessandro Moschitti, Jennifer Chu-Carroll:
Labeling by landscaping: classifying tokens in context by pruning and decorating trees. CIKM 2012: 1133-1142 - [c105]Alessandra Giordani, Alessandro Moschitti:
Translating Questions to SQL Queries with Generative Parsers Discriminatively Reranked. COLING (Posters) 2012: 401-410 - [c104]Sameer Pradhan, Alessandro Moschitti, Nianwen Xue, Olga Uryupina, Yuchen Zhang:
CoNLL-2012 Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotes. EMNLP-CoNLL Shared Task 2012: 1-40 - [c103]Olga Uryupina, Alessandro Moschitti, Massimo Poesio:
BART goes multilingual: The UniTN / Essex submission to the CoNLL-2012 Shared Task. EMNLP-CoNLL Shared Task 2012: 122-128 - [c102]Amel Bennaceur, Valérie Issarny, Daniel Sykes, Falk Howar, Malte Isberner, Bernhard Steffen, Richard Johansson, Alessandro Moschitti:
Machine Learning for Emergent Middleware. EternalS@ECAI 2012: 16-29 - [c101]Alessandra Giordani, Alessandro Moschitti:
Automatic Generation and Reranking of SQL-Derived Answers to NL Questions. EternalS@ECAI 2012: 59-76 - [c100]Matthias Gander, Michael Felderer, Basel Katt, Adrian Tolbaru, Ruth Breu, Alessandro Moschitti:
Anomaly Detection in the Cloud: Detecting Security Incidents via Machine Learning. EternalS@ECAI 2012: 103-116 - [c99]Anna Corazza, Sergio Di Martino, Valerio Maggio, Alessandro Moschitti, Andrea Passerini, Giuseppe Scanniello, Fabrizio Silvestri:
Using Machine Learning and Information Retrieval Techniques to Improve Software Maintainability. EternalS@ECAI 2012: 117-134 - [c98]Qi Ju, Chiara Ravagni, Alessandro Moschitti, Giampiero Vaschetto:
Hierarchical Text Classification for Supporting Educational Programs. IIR 2012: 18-25 - [c97]Alessandra Giordani, Alessandro Moschitti:
Generating SQL Queries Using Natural Language Syntactic Dependencies and Metadata. NLDB 2012: 164-170 - [c96]Aliaksei Severyn, Alessandro Moschitti:
Structural relationships for large-scale learning of answer re-ranking. SIGIR 2012: 741-750 - [e3]Sameer Pradhan, Alessandro Moschitti, Nianwen Xue:
Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning - Proceedings of the Shared Task: Modeling Multilingual Unrestricted Coreference in OntoNotes, EMNLP-CoNLL 2012, July 13, 2012, Jeju Island, Korea. ACL 2012, ISBN 978-1-937284-45-9 [contents] - [e2]Alessandro Moschitti, Riccardo Scandariato:
Eternal Systems - First International Workshop, EternalS@FET 2011, Budapest, Hungary, May 3, 2011, Revised Selected Papers. Communications in Computer and Information Science 255, Springer 2012, ISBN 978-3-642-28032-0 [contents] - 2011
- [j12]Alessandro Moschitti:
Semantic Role Labeling Martha Palmer, * Daniel Gildea, ‡ and Nianwen Xue¶ (*University of Colorado, Boulder; ‡University of Rochester; ¶Brandeis University) Morgan & Claypool (Synthesis Lectures on Human Language Technologies, edited by Graeme Hirst, volume 6), 2010, ix+91 pp; paperbound, ISBN 978-1-59829-831-4, $30.00 or by subscription. Comput. Linguistics 37(3): 619-622 (2011) - [j11]Fabio Massimo Zanzotto, Lorenzo Dell'Arciprete, Alessandro Moschitti:
Efficient Graph Kernels for Textual Entailment Recognition. Fundam. Informaticae 107(2-3): 199-222 (2011) - [j10]Cristina Giannone, Roberto Basili, Paolo Naggar, Alessandro Moschitti:
Supervised semantic relation mining from linguistically noisy text documents. Int. J. Document Anal. Recognit. 14(2): 213-228 (2011) - [j9]Alessandro Moschitti, Silvia Quarteroni:
Linguistic kernels for answer re-ranking in question answering systems. Inf. Process. Manag. 47(6): 825-842 (2011) - [j8]Stefan Hahn, Marco Dinarelli, Christian Raymond, Fabrice Lefèvre, Patrick Lehnen, Renato de Mori, Alessandro Moschitti, Hermann Ney, Giuseppe Riccardi:
Comparing Stochastic Approaches to Spoken Language Understanding in Multiple Languages. IEEE Trans. Speech Audio Process. 19(6): 1569-1583 (2011) - [c95]Richard Johansson, Alessandro Moschitti:
Extracting Opinion Expressions and Their Polarities - Exploration of Pipelines and Joint Models. ACL (2) 2011: 101-106 - [c94]Truc-Vien T. Nguyen, Alessandro Moschitti:
End-to-End Relation Extraction Using Distant Supervision from External Semantic Repositories. ACL (2) 2011: 277-282 - [c93]Faisal Md. Chowdhury, Alberto Lavelli, Alessandro Moschitti:
A Study on Dependency Tree Kernels for Automatic Extraction of Protein-Protein Interaction. BioNLP@ACL 2011: 124-133 - [c92]Danilo Croce, Alessandro Moschitti, Roberto Basili:
Semantic convolution kernels over dependency trees: smoothed partial tree kernel. CIKM 2011: 2013-2016 - [c91]Alessandro Moschitti, Jennifer Chu-Carroll, Siddharth Patwardhan, James Fan, Giuseppe Riccardi:
Using Syntactic and Semantic Structural Kernels for Classifying Definition Questions in Jeopardy! EMNLP 2011: 712-724 - [c90]Danilo Croce, Alessandro Moschitti, Roberto Basili:
Structured Lexical Similarity via Convolution Kernels on Dependency Trees. EMNLP 2011: 1034-1046 - [c89]Roberto Basili, Diego De Cao, Alessandro Lenci, Alessandro Moschitti, Giulia Venturi:
EvalIta 2011: The Frame Labeling over Italian Texts Task. EVALITA 2011: 195-204 - [c88]Aliaksei Severyn, Alessandro Moschitti:
Large-Scale Learning with Structural Kernels for Class-Imbalanced Datasets. EternalS@FET 2011: 34-41 - [c87]Amel Bennaceur, Richard Johansson, Alessandro Moschitti, Romina Spalazzese, Daniel Sykes, Rachid Saadi, Valérie Issarny:
Inferring Affordances Using Learning Techniques. EternalS@FET 2011: 79-87 - [c86]Amel Bennaceur, Valérie Issarny, Richard Johansson, Alessandro Moschitti, Romina Spalazzese, Daniel Sykes:
Automatic Service Categorisation through Machine Learning in Emergent Middleware. FMCO 2011: 133-149 - [c85]Truc-Vien T. Nguyen, Alessandro Moschitti:
Joint Distant and Direct Supervision for Relation Extraction. IJCNLP 2011: 732-740 - [c84]Amel Bennaceur, Valérie Issarny, Richard Johansson, Alessandro Moschitti, Daniel Sykes, Romina Spalazzese:
Machine Learning for Automatic Classification of Web Service Interface Descriptions. ISoLA Workshops 2011: 220-231 - [c83]Aliaksei Severyn, Alessandro Moschitti:
Fast Support Vector Machines for Structural Kernels. ECML/PKDD (3) 2011: 175-190 - [c82]Alessandro Moschitti:
Kernel-Based Machines for Abstract and Easy Modeling of Automatic Learning. SFM 2011: 458-503 - 2010
- [c81]Alessandro Moschitti:
Kernel Engineering for Fast and Easy Design of Natural Language Applications. COLING (Tutorials) 2010: 1-91 - [c80]Richard Johansson, Alessandro Moschitti:
Reranking Models in Fine-grained Opinion Analysis. COLING 2010: 519-527 - [c79]Truc-Vien T. Nguyen, Alessandro Moschitti, Giuseppe Riccardi:
Kernel-based Reranking for Named-Entity Extraction. COLING (Posters) 2010: 901-909 - [c78]Richard Johansson, Alessandro Moschitti:
Syntactic and Semantic Structure for Opinion Expression Detection. CoNLL 2010: 67-76 - [c77]Daniele Pighin, Alessandro Moschitti:
On Reverse Feature Engineering of Syntactic Tree Kernels. CoNLL 2010: 223-233 - [c76]Alessandro Moschitti:
Introduction to the EternalS Track: Trustworthy Eternal Systems via Evolving Software, Data and Knowledge. ISoLA (2) 2010: 1-2 - [c75]Alessandro Moschitti:
LivingKnowledge: Kernel Methods for Relational Learning and Semantic Modeling. ISoLA (2) 2010: 15-19 - [c74]Bonaventura Coppola, Alessandro Moschitti:
A General Purpose FrameNet-based Shallow Semantic Parser. LREC 2010 - [c73]Alessandra Giordani, Alessandro Moschitti:
Corpora for Automatically Learning to Map Natural Language Questions into SQL Queries. LREC 2010 - [c72]Richard Johansson, Alessandro Moschitti:
A Flexible Representation of Heterogeneous Annotation Data. LREC 2010 - [c71]Silvia Quarteroni, Alessandro Moschitti:
A Comprehensive Resource to Evaluate Complex Open Domain Question Answering. LREC 2010 - [c70]Yashar Mehdad, Alessandro Moschitti, Fabio Massimo Zanzotto:
Syntactic/Semantic Structures for Textual Entailment Recognition. HLT-NAACL 2010: 1020-1028 - [c69]Aliaksei Severyn, Alessandro Moschitti:
Large-Scale Support Vector Learning with Structural Kernels. ECML/PKDD (3) 2010: 229-244 - [c68]Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi:
Hypotheses selection for re-ranking semantic annotations. SLT 2010: 407-411 - [e1]Carmen Banea, Alessandro Moschitti, Swapna Somasundaran, Fabio Massimo Zanzotto:
Proceedings of TextGraphs@ACL 2010 Workshop on Graph-based Methods for Natural Language Processing, Uppsala, Sweden, July 16, 2010. Association for Computational Linguistics 2010, ISBN 978-1-932432-77-0 [contents]
2000 – 2009
- 2009
- [j7]Fabio Massimo Zanzotto, Marco Pennacchiotti, Alessandro Moschitti:
A machine learning approach to textual entailment recognition. Nat. Lang. Eng. 15(4): 551-582 (2009) - [c67]Roberto Basili, Cristina Giannone, Chiara Del Vescovo, Alessandro Moschitti, Paolo Naggar:
Kernel-Based Learning for Domain-Specific Relation Extraction. AI*IA 2009: 161-171 - [c66]Cristina Giannone, Roberto Basili, Chiara Del Vescovo, Paolo Naggar, Alessandro Moschitti:
Kernel-based relation extraction from investigative data. AND 2009: 93-100 - [c65]Roberto Basili, Diego De Cao, Danilo Croce, Bonaventura Coppola, Alessandro Moschitti:
Cross-Language Frame Semantics Transfer in Bilingual Corpora. CICLing 2009: 332-345 - [c64]Daniele Pighin, Alessandro Moschitti:
Efficient Linearization of Tree Kernel Functions. CoNLL 2009: 30-38 - [c63]Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi:
Re-Ranking Models for Spoken Language Understanding. EACL 2009: 202-210 - [c62]Alessandro Moschitti:
Syntactic and Semantic Kernels for Short Text Pair Categorization. EACL 2009: 576-584 - [c61]Daniele Pighin, Alessandro Moschitti:
Reverse Engineering of Tree Kernel Feature Spaces. EMNLP 2009: 111-120 - [c60]Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi:
Re-Ranking Models Based-on Small Training Data for Spoken Language Understanding. EMNLP 2009: 1076-1085 - [c59]Truc-Vien T. Nguyen, Alessandro Moschitti, Giuseppe Riccardi:
Convolution Kernels on Constituent, Dependency and Sequential Structures for Relation Extraction. EMNLP 2009: 1378-1387 - [c58]Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi:
Concept segmentation and labeling for conversational speech. INTERSPEECH 2009: 2747-2750 - [c57]Bonaventura Coppola, Alessandro Moschitti, Giuseppe Riccardi:
Shallow Semantic Parsing for Spoken Language Understanding. HLT-NAACL (Short Papers) 2009: 85-88 - [c56]Alessandra Giordani, Alessandro Moschitti:
Semantic Mapping between Natural Language Questions and SQL Queries via Syntactic Pairing. NLDB 2009: 207-221 - [c55]Alessandra Giordani, Alessandro Moschitti:
Syntactic Structural Kernels for Natural Language Interfaces to Databases. ECML/PKDD (1) 2009: 391-406 - [i2]Yashar Mehdad, Alessandro Moschitti, Fabio Massimo Zanzotto:
SemKer: Syntactic/Semantic Kernels for Recognizing Textual Entailment. TAC 2009 - 2008
- [j6]Alessandro Moschitti, Daniele Pighin, Roberto Basili:
Tree Kernels for Semantic Role Labeling. Comput. Linguistics 34(2): 193-224 (2008) - [c54]Yannick Versley, Simone Paolo Ponzetto, Massimo Poesio, Vladimir Eidelman, Alan Jern, Jason Smith, Xiaofeng Yang, Alessandro Moschitti:
BART: A Modular Toolkit for Coreference Resolution. ACL (Demo Papers) 2008: 9-12 - [c53]Alessandro Moschitti, Silvia Quarteroni:
Kernels on Linguistic Structures for Answer Extraction. ACL (2) 2008: 113-116 - [c52]Mona T. Diab, Alessandro Moschitti, Daniele Pighin:
Semantic Role Labeling Systems for Arabic using Kernel Methods. ACL 2008: 798-806 - [c51]Alessandro Moschitti:
Kernel methods, syntax and semantics for relational text categorization. CIKM 2008: 253-262 - [c50]Yannick Versley, Alessandro Moschitti, Massimo Poesio, Xiaofeng Yang:
Coreference Systems Based on Kernels Methods. COLING 2008: 961-968 - [c49]Bonaventura Coppola, Alessandro Moschitti, Daniele Pighin:
Generalized Framework for Syntax-Based Relation Mining. ICDM 2008: 153-162 - [c48]Yannick Versley, Simone Paolo Ponzetto, Massimo Poesio, Vladimir Eidelman, Alan Jern, Jason Smith, Xiaofeng Yang, Alessandro Moschitti:
BART: A modular toolkit for coreference resolution. LREC 2008 - [c47]Marco Dinarelli, Alessandro Moschitti, Giuseppe Riccardi:
Joint generative and discriminative models for spoken language understanding. SLT 2008: 61-64 - [c46]Arianna Bisazza, Marco Dinarelli, Silvia Quarteroni, Sara Tonelli, Alessandro Moschitti, Giuseppe Riccardi:
Semantic annotations for conversational speech: From speech transcriptions to predicate argument structures. SLT 2008: 65-68 - [c45]Bonaventura Coppola, Alessandro Moschitti, Sara Tonelli, Giuseppe Riccardi:
Automatic framenet-based annotation of conversational speech. SLT 2008: 73-76 - [i1]Fabio Massimo Zanzotto, Marco Pennacchiotti, Alessandro Moschitti:
PeMoZa Submission to TAC 2008. TAC 2008 - 2007
- [c44]Alessandro Moschitti, Silvia Quarteroni, Roberto Basili, Suresh Manandhar:
Exploiting Syntactic and Shallow Semantic Kernels for Question Answer Classification. ACL 2007 - [c43]Fabio Massimo Zanzotto, Marco Pennacchiotti, Alessandro Moschitti:
Shallow Semantic in Fast Textual Entailment Rule Learners. ACL-PASCAL@ACL 2007: 72-77 - [c42]Elisa Cilia, Alessandro Moschitti:
Advanced Tree-Based Kernels for Protein Classification. AI*IA 2007: 218-229 - [c41]Daniele Pighin, Alessandro Moschitti:
A Tree Kernel-Based Shallow Semantic Parser for Thematic Role Extraction. AI*IA 2007: 350-361 - [c40]Alessandro Moschitti, Giuseppe Riccardi, Christian Raymond:
Spoken language understanding with kernels for syntactic/semantic structures. ASRU 2007: 183-188 - [c39]Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti, Alessandro Moschitti:
Efficient Kernel-based Learning for Trees. CIDM 2007: 308-315 - [c38]Stephan Bloehdorn, Alessandro Moschitti:
Structure and semantics for expressive text kernels. CIKM 2007: 861-864 - [c37]Silvia Quarteroni, Alessandro Moschitti, Suresh Manandhar, Roberto Basili:
Advanced Structural Representations for Question Classification and Answer Re-ranking. ECIR 2007: 234-245 - [c36]Stephan Bloehdorn, Alessandro Moschitti:
Combined Syntactic and Semantic Kernels for Text Classification. ECIR 2007: 307-318 - [c35]Alessandro Moschitti, Fabio Massimo Zanzotto:
Fast and effective kernels for relational learning from texts. ICML 2007: 649-656 - [c34]Paolo Annesi, Roberto Basili, Raffaele Gitto, Alessandro Moschitti, Riccardo Petitti:
Audio Feature Engineering for Automatic Music Genre Classification. RIAO 2007: 702-711 - [c33]Mona T. Diab, Alessandro Moschitti, Daniele Pighin:
CUNIT: A Semantic Role Labeling System for Modern Standard Arabic. SemEval@ACL 2007: 133-136 - [c32]Daniele Pighin, Alessandro Moschitti, Roberto Basili:
RTV: Tree Kernels for Thematic Role Classification. SemEval@ACL 2007: 288-291 - 2006
- [j5]Roberto Basili, Alessandro Moschitti, Maria Teresa Pazienza:
Extensive Evaluation of Efficient NLP-Driven Text Classification. Appl. Artif. Intell. 20(6): 457-491 (2006) - [j4]Roberto Basili, Marco Cammisa, Alessandro Moschitti:
A Semantic Kernel to Classify Texts with Very Few Training Examples. Informatica (Slovenia) 30(2): 163-172 (2006) - [j3]Roberto Basili, Marco Cammisa, Emanuele Donati, Alessandro Moschitti:
Semantic indexing and hyperlinking of multimedia news: the RitroveRAI System. J. Digit. Inf. Manag. 4(1): 63-72 (2006) - [c31]Ana-Maria Giuglea, Alessandro Moschitti:
Semantic Role Labeling via FrameNet, VerbNet and PropBank. ACL 2006 - [c30]Fabio Massimo Zanzotto, Alessandro Moschitti:
Automatic Learning of Textual Entailments with Cross-Pair Similarities. ACL 2006 - [c29]Fabio Massimo Zanzotto, Alessandro Moschitti:
Experimenting a "General Purpose" Textual Entailment Learner in AVE. CLEF 2006: 510-517 - [c28]Fabio Massimo Zanzotto, Alessandro Moschitti:
Experimenting a "General Purpose" Textual Entailment Learner in AVE. CLEF (Working Notes) 2006 - [c27]Alessandro Moschitti, Daniele Pighin, Roberto Basili:
Semantic Role Labeling via Tree Kernel Joint Inference. CoNLL 2006: 61-68 - [c26]Ana-Maria Giuglea, Alessandro Moschitti:
Towards Free-text Semantic Parsing: A Unified Framework Based on FrameNet, VerbNet and PropBank. Learning Structured Information@EACL 2006 - [c25]Alessandro Moschitti:
Making Tree Kernels Practical for Natural Language Learning. EACL 2006: 113-120 - [c24]Alessandro Moschitti, Daniele Pighin, Roberto Basili:
Tree Kernel Engineering in Semantic Role Labeling Systems. Learning Structured Information@EACL 2006 - [c23]Ana-Maria Giuglea, Alessandro Moschitti:
Shallow Semantic Parsing Based on FrameNet, VerbNet and PropBank. ECAI 2006: 563-567 - [c22]Alessandro Moschitti, Bonaventura Coppola, Daniele Pighin, Roberto Basili:
Semantic Tree Kernels to Classify Predicate Argument Structures. ECAI 2006: 568- - [c21]Alessandro Moschitti:
Efficient Convolution Kernels for Dependency and Constituent Syntactic Trees. ECML 2006: 318-329 - [c20]Fabio Aiolli, Giovanni Da San Martino, Alessandro Sperduti, Alessandro Moschitti:
Fast On-line Kernel Learning for Trees. ICDM 2006: 787-791 - [c19]Stephan Bloehdorn, Roberto Basili, Marco Cammisa, Alessandro Moschitti:
Semantic Kernels for Text Classification Based on Topological Measures of Feature Similarity. ICDM 2006: 808-812 - [c18]Alessandro Moschitti, Roberto Basili:
A Tree Kernel approach to Question and Answer Classification in Question Answering Systems. LREC 2006: 1510-1513 - [c17]Stephan Bloehdorn, Roberto Basili, Marco Cammisa, Alessandro Moschitti:
Designing Semantic Kernels as Implicit Superconcept Expansions. LWA 2006: 255-261 - [c16]Alessandro Moschitti:
Syntactic Kernels for Natural Language Learning: the Semantic Role Labeling Case. HLT-NAACL 2006 - 2005
- [c15]Roberto Basili, Marco Cammisa, Alessandro Moschitti:
A Semantic Kernel to Exploit Linguistic Knowledge. AI*IA 2005: 290-302 - [c14]Roberto Basili, Marco Cammisa, Alessandro Moschitti:
Effective use of WordNet Semantics via Kernel-Based Learning. CoNLL 2005: 1-8 - [c13]Alessandro Moschitti, Ana-Maria Giuglea, Bonaventura Coppola, Roberto Basili:
Hierarchical Semantic Role Labeling. CoNLL 2005: 201-204 - 2004
- [c12]Alessandro Moschitti:
A Study on Convolution Kernels for Shallow Statistic Parsing. ACL 2004: 335-342 - [c11]Alessandro Moschitti, Cosmin Adrian Bejan:
A Semantic Kernel for Predicate Argument Classification. CoNLL 2004: 17-24 - [c10]Alessandro Moschitti, Roberto Basili:
Complex Linguistic Features for Text Classification: A Comprehensive Study. ECIR 2004: 181-196 - [c9]Cosmin Adrian Bejan, Alessandro Moschitti, Paul Morarescu, Gabriel Nicolae, Sanda M. Harabagiu:
Semantic parsing based on FrameNet. SENSEVAL@ACL 2004 - 2003
- [b1]Alessandro Moschitti:
Natural language processing and automated text categorization. University of Rome Tor Vergata, Italy, 2003 - [j2]Roberto Basili, Alessandro Moschitti, Maria Teresa Pazienza, Fabio Massimo Zanzotto:
Personalizing Web Publishing via Information Extraction. IEEE Intell. Syst. 18(1): 62-70 (2003) - [c8]Alessandro Moschitti:
A Study on Optimal Parameter Tuning for Rocchio Text Classifier. ECIR 2003: 420-435 - [c7]Alessandro Moschitti, Paul Morarescu, Sanda M. Harabagiu:
Open Domain Information Extraction via Automatic Semantic Labeling. FLAIRS 2003: 397-401 - [c6]Alessandro Moschitti:
Answer Filtering via Text Categorization in Question Answering Systems. ICTAI 2003: 241-248 - 2002
- [j1]Roberto Basili, Alessandro Moschitti:
Intelligent NLP-Driven Text Classification. Int. J. Artif. Intell. Tools 11(3): 389-423 (2002) - [c5]Roberto Basili, Alessandro Moschitti, Maria Teresa Pazienza:
Empirical investigation of fast text classification over linguistic features. ECAI 2002: 485-489 - 2001
- [c4]Roberto Basili, Alessandro Moschitti, Maria Teresa Pazienza:
A Hybrid Approach to Optimize Feature Selection Process in Text Classification. AI*IA 2001: 320-326 - [c3]Roberto Basili, Alessandro Moschitti:
A Robust Model for Intelligent Text Classification. ICTAI 2001: 265-272 - [c2]Roberto Basili, Alessandro Moschitti, Maria Teresa Pazienza:
NLP-driven IR: Evaluating Performances over a Text Classification task. IJCAI 2001: 1286-1294 - 2000
- [c1]Roberto Basili, Alessandro Moschitti, Maria Teresa Pazienza:
Language sensitive text classification. RIAO 2000: 331-343
Coauthor Index
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