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2020 – today
- 2025
[c113]Teresa Lynn, Malik H. Altakrori, Samar Mohamed Magdy, Rocktim Jyoti Das, Chenyang Lyu, Mohamed Nasr, Younes Samih, Kirill Chirkunov, Alham Fikri Aji, Preslav Nakov, Shantanu Godbole, Salim Roukos, Radu Florian, Nizar Habash:
From Multiple-Choice to Extractive QA: A Case Study for English and Arabic. COLING 2025: 2456-2477- 2024
- [c112]Maria Chang, Achille Fokoue, Rosario Uceda-Sosa, Parul Awasthy, Ken Barker, Sadhana Kumaravel, Oktie Hassanzadeh
, Elton F. S. Soares, Tian Gao, Debarun Bhattacharjya, Radu Florian, Salim Roukos:
CHRONOS: A Schema-Based Event Understanding and Prediction System. AAAI 2024: 22871-22877 - [c111]Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Sadhana Kumaravel, Matthew Stallone, Rameswar Panda, Yara Rizk, G. P. Shrivatsa Bhargav, Maxwell Crouse, Chulaka Gunasekara, Shajith Ikbal, Sachindra Joshi, Hima Karanam, Vineet Kumar, Asim Munawar, Sumit Neelam, Dinesh Raghu, Udit Sharma, Adriana Meza Soria, Dheeraj Sreedhar, Praveen Venkateswaran, Merve Unuvar, David Cox, Salim Roukos, Luis A. Lastras, Pavan Kapanipathi:
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks. EMNLP (Industry Track) 2024: 1131-1139 - [c110]Mingjian Jiang, Yangjun Ruan, Prasanna Sattigeri, Salim Roukos, Tatsunori B. Hashimoto:
Graph-based Uncertainty Metrics for Long-form Language Model Generations. NeurIPS 2024 - [i40]Keshav Ramji, Young-Suk Lee, Ramón Fernandez Astudillo, Md. Arafat Sultan, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos:
Self-Refinement of Language Models from External Proxy Metrics Feedback. CoRR abs/2403.00827 (2024) - [i39]Sara Rosenthal, Avirup Sil, Radu Florian, Salim Roukos:
CLAPNQ: Cohesive Long-form Answers from Passages in Natural Questions for RAG systems. CoRR abs/2404.02103 (2024) - [i38]Teresa Lynn, Malik H. Altakrori, Samar Mohamed Magdy, Rocktim Jyoti Das, Chenyang Lyu, Mohamed Nasr, Younes Samih, Alham Fikri Aji, Preslav Nakov, Shantanu Godbole, Salim Roukos, Radu Florian, Nizar Habash:
Can a Multichoice Dataset be Repurposed for Extractive Question Answering? CoRR abs/2404.17342 (2024) - [i37]Jasper Xian, Saron Samuel, Faraz Khoubsirat, Ronak Pradeep, Md. Arafat Sultan, Radu Florian, Salim Roukos, Avirup Sil, Christopher Potts, Omar Khattab:
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels. CoRR abs/2406.11706 (2024) - [i36]Ibrahim Abdelaziz, Kinjal Basu, Mayank Agarwal, Sadhana Kumaravel, Matthew Stallone, Rameswar Panda, Yara Rizk, GP Bhargav, Maxwell Crouse, Chulaka Gunasekara, Shajith Ikbal, Sachin Joshi, Hima Karanam, Vineet Kumar, Asim Munawar, Sumit Neelam, Dinesh Raghu, Udit Sharma, Adriana Meza Soria, Dheeraj Sreedhar, Praveen Venkateswaran, Merve Unuvar, David Cox, Salim Roukos, Luis A. Lastras, Pavan Kapanipathi:
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks. CoRR abs/2407.00121 (2024) - [i35]Paulina Toro Isaza, Michael Nidd, Noah Zheutlin, Jae-wook Ahn, Chidansh Amitkumar Bhatt, Yu Deng, Ruchi Mahindru, Martin Franz, Hans Florian, Salim Roukos:
Retrieval Augmented Generation-Based Incident Resolution Recommendation System for IT Support. CoRR abs/2409.13707 (2024) - [i34]Mingjian Jiang, Yangjun Ruan, Prasanna Sattigeri, Salim Roukos, Tatsunori Hashimoto:
Graph-based Uncertainty Metrics for Long-form Language Model Outputs. CoRR abs/2410.20783 (2024) - 2023
- [c109]Avi Sil, Jaydeep Sen, Bhavani Iyer, Martin Franz, Kshitij Fadnis, Mihaela Bornea, Sara Rosenthal, J. Scott McCarley, Rong Zhang, Vishwajeet Kumar, Yulong Li, Md. Arafat Sultan, Riyaz Bhat, Jürgen Broß, Radu Florian, Salim Roukos:
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development. ACL (demo) 2023: 51-62 - [c108]Keerthiram Murugesan, Sarathkrishna Swaminathan, Soham Dan, Subhajit Chaudhury, R. Chulaka Gunasekara, Maxwell Crouse, Diwakar Mahajan, Ibrahim Abdelaziz, Achille Fokoue, Pavan Kapanipathi, Salim Roukos, Alexander Gray:
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types. ACL (Findings) 2023: 4485-4503 - [c107]Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avi Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts:
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking. ACL (Findings) 2023: 11613-11628 - [c106]Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts:
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers. EMNLP 2023: 11265-11279 - [c105]Young-Suk Lee, Md. Arafat Sultan, Yousef El-Kurdi, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos, Ramón Fernandez Astudillo:
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs. EMNLP (Findings) 2023: 12561-12571 - [i33]Avirup Sil, Jaydeep Sen, Bhavani Iyer, Martin Franz, Kshitij Fadnis, Mihaela Bornea, Sara Rosenthal, J. Scott McCarley, Rong Zhang, Vishwajeet Kumar, Yulong Li, Md. Arafat Sultan, Riyaz Bhat, Radu Florian, Salim Roukos:
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development. CoRR abs/2301.09715 (2023) - [i32]Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts:
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers. CoRR abs/2303.00807 (2023) - [i31]Young-Suk Lee, Ramón Fernandez Astudillo, Radu Florian, Tahira Naseem, Salim Roukos:
AMR Parsing with Instruction Fine-tuned Pre-trained Language Models. CoRR abs/2304.12272 (2023) - [i30]Sadhana Kumaravel, Tahira Naseem, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos:
Slide, Constrain, Parse, Repeat: Synchronous SlidingWindows for Document AMR Parsing. CoRR abs/2305.17273 (2023) - [i29]Maxwell Crouse, Ramón Fernandez Astudillo, Tahira Naseem, Subhajit Chaudhury, Pavan Kapanipathi, Salim Roukos, Alexander Gray:
Scalable Learning of Latent Language Structure With Logical Offline Cycle Consistency. CoRR abs/2305.20018 (2023) - [i28]Keerthiram Murugesan, Sarathkrishna Swaminathan, Soham Dan, Subhajit Chaudhury, R. Chulaka Gunasekara, Maxwell Crouse, Diwakar Mahajan, Ibrahim Abdelaziz, Achille Fokoue, Pavan Kapanipathi, Salim Roukos, Alexander Gray:
MISMATCH: Fine-grained Evaluation of Machine-generated Text with Mismatch Error Types. CoRR abs/2306.10452 (2023) - [i27]Young-Suk Lee, Md. Arafat Sultan, Yousef El-Kurdi, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos, Ramón Fernandez Astudillo:
Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs. CoRR abs/2310.13961 (2023) - 2022
- [c104]Prithviraj Sen, Breno W. S. R. de Carvalho, Ibrahim Abdelaziz, Pavan Kapanipathi, Salim Roukos, Alexander G. Gray:
Logical Neural Networks for Knowledge Base Completion with Embeddings & Rules. EMNLP 2022: 3863-3875 - [c103]Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander Gray, Guilherme Lima, Ryan Riegel, Francois P. S. Luus, L. Venkata Subramaniam:
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases. EMNLP (Findings) 2022: 3866-3879 - [c102]G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Saswati Dana, Dinesh Garg, Pavan Kapanipathi, Salim Roukos, Alexander G. Gray, L. Venkata Subramaniam:
Zero-shot Entity Linking with Less Data. NAACL-HLT (Findings) 2022: 1681-1697 - [c101]Tahira Naseem, Austin Blodgett, Sadhana Kumaravel, Tim O'Gorman, Young-Suk Lee, Jeffrey Flanigan, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos, Nathan Schneider:
DocAMR: Multi-Sentence AMR Representation and Evaluation. NAACL-HLT 2022: 3496-3505 - [c100]Young-Suk Lee, Ramón Fernandez Astudillo, Hoang Thanh Lam, Tahira Naseem, Radu Florian, Salim Roukos:
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing. NAACL-HLT 2022: 5379-5392 - [i26]Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander G. Gray, Guilherme Lima, Ryan Riegel, Francois P. S. Luus, L. Venkata Subramaniam:
A Benchmark for Generalizable and Interpretable Temporal Question Answering over Knowledge Bases. CoRR abs/2201.05793 (2022) - [i25]Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos:
Synthetic Target Domain Supervision for Open Retrieval QA. CoRR abs/2204.09248 (2022) - [i24]Hanlin Zhang, Xuechen Li, Prithviraj Sen, Salim Roukos, Tatsunori Hashimoto:
A Closer Look at the Calibration of Differentially Private Learners. CoRR abs/2210.08248 (2022) - [i23]Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avirup Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts:
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking. CoRR abs/2212.01340 (2022) - 2021
- [c99]Ibrahim Abdelaziz, Srinivas Ravishankar, Pavan Kapanipathi, Salim Roukos, Alexander G. Gray:
A Semantic Parsing and Reasoning-Based Approach to Knowledge Base Question Answering. AAAI 2021: 15985-15987 - [c98]Nicolas R. Fauceglia, Mustafa Canim, Alfio Gliozzo, Jennifer J. Liang, Nancy Xin Ru Wang, Douglas Burdick, Nandana Mihindukulasooriya, Vittorio Castelli, Guy Feigenblat, David Konopnicki, Yannis Katsis, Radu Florian, Yunyao Li, Salim Roukos, Avirup Sil:
KAAPA: Knowledge Aware Answers from PDF Analysis. AAAI 2021: 16029-16031 - [c97]Tahira Naseem, Srinivas Ravishankar, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Young-Suk Lee, Pavan Kapanipathi, Salim Roukos, Alfio Gliozzo, Alexander G. Gray:
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering. ACL/IJCNLP (2) 2021: 256-262 - [c96]Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander G. Gray, Ramón Fernandez Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois P. S. Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Gangi Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G. P. Shrivatsa Bhargav, Mo Yu:
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering. ACL/IJCNLP (Findings) 2021: 3884-3894 - [c95]Janaki Sheth, Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Radu Florian, Salim Roukos, Todd Ward:
Bootstrapping Multilingual AMR with Contextual Word Alignments. EACL 2021: 394-404 - [c94]Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Young-Suk Lee, Radu Florian, Salim Roukos:
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing. EMNLP (1) 2021: 6279-6290 - [c93]Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos:
Synthetic Target Domain Supervision for Open Retrieval QA. SIGIR 2021: 1793-1797 - [i22]Janaki Sheth, Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Radu Florian, Salim Roukos, Todd Ward:
Bootstrapping Multilingual AMR with Contextual Word Alignments. CoRR abs/2102.02189 (2021) - [i21]Prithviraj Sen, Breno W. S. R. Carvalho, Ibrahim Abdelaziz, Pavan Kapanipathi, Francois P. S. Luus, Salim Roukos, Alexander G. Gray:
Combining Rules and Embeddings via Neuro-Symbolic AI for Knowledge Base Completion. CoRR abs/2109.09566 (2021) - [i20]Sumit Neelam, Udit Sharma, Hima Karanam, Shajith Ikbal, Pavan Kapanipathi, Ibrahim Abdelaziz, Nandana Mihindukulasooriya, Young-Suk Lee, Santosh K. Srivastava, Cezar Pendus, Saswati Dana, Dinesh Garg, Achille Fokoue, G. P. Shrivatsa Bhargav, Dinesh Khandelwal, Srinivas Ravishankar, Sairam Gurajada, Maria Chang, Rosario Uceda-Sosa, Salim Roukos, Alexander G. Gray, Guilherme Lima, Ryan Riegel, Francois P. S. Luus, L. Venkata Subramaniam:
SYGMA: System for Generalizable Modular Question Answering OverKnowledge Bases. CoRR abs/2109.13430 (2021) - [i19]Jiawei Zhou, Tahira Naseem, Ramón Fernandez Astudillo, Young-Suk Lee, Radu Florian, Salim Roukos:
Structure-aware Fine-tuning of Sequence-to-sequence Transformers for Transition-based AMR Parsing. CoRR abs/2110.15534 (2021) - [i18]Young-Suk Lee, Ramón Fernandez Astudillo, Thanh Lam Hoang, Tahira Naseem, Radu Florian, Salim Roukos:
Maximum Bayes Smatch Ensemble Distillation for AMR Parsing. CoRR abs/2112.07790 (2021) - [i17]Mihaela Bornea, Ramón Fernandez Astudillo, Tahira Naseem, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Pavan Kapanipathi, Radu Florian, Salim Roukos:
Learning to Transpile AMR into SPARQL. CoRR abs/2112.07877 (2021) - [i16]Tahira Naseem, Austin Blodgett, Sadhana Kumaravel, Tim O'Gorman, Young-Suk Lee, Jeffrey Flanigan, Ramón Fernandez Astudillo, Radu Florian, Salim Roukos, Nathan Schneider:
DocAMR: Multi-Sentence AMR Representation and Evaluation. CoRR abs/2112.08513 (2021) - 2020
- [c92]Vittorio Castelli, Rishav Chakravarti, Saswati Dana, Anthony Ferritto, Radu Florian, Martin Franz, Dinesh Garg, Dinesh Khandelwal, J. Scott McCarley, Mike McCawley, Mohamed Nasr, Lin Pan, Cezar Pendus, John F. Pitrelli, Saurabh Pujar, Salim Roukos, Andrzej Sakrajda, Avirup Sil, Rosario Uceda-Sosa, Todd Ward, Rong Zhang:
The TechQA Dataset. ACL 2020: 1269-1278 - [c91]Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem, Md. Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos:
GPT-too: A Language-Model-First Approach for AMR-to-Text Generation. ACL 2020: 1846-1852 - [c90]Anthony Ferritto, Sara Rosenthal, Mihaela A. Bornea, Kazi Hasan, Rishav Chakravarti, Salim Roukos, Radu Florian, Avi Sil:
A Multilingual Reading Comprehension System for more than 100 Languages. COLING (Demonstrations) 2020: 41-47 - [c89]Rishav Chakravarti, Anthony Ferritto, Bhavani Iyer, Lin Pan, Radu Florian, Salim Roukos, Avi Sil:
Towards building a Robust Industry-scale Question Answering System. COLING (Industry) 2020: 90-101 - [c88]Anthony Ferritto, Lin Pan, Rishav Chakravarti, Salim Roukos, Radu Florian, J. William Murdock, Avirup Sil:
ARES: A Reading Comprehension Ensembling Service. EMNLP (Demos) 2020: 31-37 - [c87]Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Revanth Gangi Reddy, Radu Florian, Salim Roukos:
Pushing the Limits of AMR Parsing with Self-Learning. EMNLP (Findings) 2020: 3208-3214 - [c86]Rong Zhang, Revanth Gangi Reddy, Md. Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward:
Multi-Stage Pre-training for Low-Resource Domain Adaptation. EMNLP (1) 2020: 5461-5468 - [c85]Nandana Mihindukulasooriya, Gaetano Rossiello, Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Mo Yu, Alfio Gliozzo, Salim Roukos, Alexander G. Gray:
Leveraging Semantic Parsing for Relation Linking over Knowledge Bases. ISWC (1) 2020: 402-419 - [i15]Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem, Md. Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos:
GPT-too: A language-model-first approach for AMR-to-text generation. CoRR abs/2005.09123 (2020) - [i14]Nandana Mihindukulasooriya, Gaetano Rossiello, Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Mo Yu, Alfio Gliozzo, Salim Roukos, Alexander G. Gray:
Leveraging Semantic Parsing for Relation Linking over Knowledge Bases. CoRR abs/2009.07726 (2020) - [i13]Rong Zhang, Revanth Gangi Reddy, Md. Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward:
Multi-Stage Pre-training for Low-Resource Domain Adaptation. CoRR abs/2010.05904 (2020) - [i12]Young-Suk Lee, Ramón Fernandez Astudillo, Tahira Naseem, Revanth Gangi Reddy, Radu Florian, Salim Roukos:
Pushing the Limits of AMR Parsing with Self-Learning. CoRR abs/2010.10673 (2020) - [i11]Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avi Sil, Vittorio Castelli, Radu Florian, Salim Roukos:
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training. CoRR abs/2012.01414 (2020) - [i10]Pavan Kapanipathi, Ibrahim Abdelaziz, Srinivas Ravishankar, Salim Roukos, Alexander G. Gray, Ramón Fernandez Astudillo, Maria Chang, Cristina Cornelio, Saswati Dana, Achille Fokoue, Dinesh Garg, Alfio Gliozzo, Sairam Gurajada, Hima Karanam, Naweed Khan, Dinesh Khandelwal, Young-Suk Lee, Yunyao Li, Francois P. S. Luus, Ndivhuwo Makondo, Nandana Mihindukulasooriya, Tahira Naseem, Sumit Neelam, Lucian Popa, Revanth Gangi Reddy, Ryan Riegel, Gaetano Rossiello, Udit Sharma, G. P. Shrivatsa Bhargav, Mo Yu:
Question Answering over Knowledge Bases by Leveraging Semantic Parsing and Neuro-Symbolic Reasoning. CoRR abs/2012.01707 (2020)
2010 – 2019
- 2019
- [c84]Tahira Naseem, Abhishek Shah, Hui Wan, Radu Florian, Salim Roukos, Miguel Ballesteros:
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning. ACL (1) 2019: 4586-4592 - [c83]Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael R. Glass, Vittorio Castelli, J. William Murdock, Radu Florian, Salim Roukos, Avirup Sil:
CFO: A Framework for Building Production NLP Systems. EMNLP/IJCNLP (3) 2019: 31-36 - [c82]Veronika Thost, Achille Fokoue, Vittorio Castelli, Salim Roukos:
Links with Answers: Query Answering for Customer Support. ISWC (Satellites) 2019: 109-112 - [i9]Tahira Naseem, Abhishek Shah, Hui Wan, Radu Florian, Salim Roukos, Miguel Ballesteros:
Rewarding Smatch: Transition-Based AMR Parsing with Reinforcement Learning. CoRR abs/1905.13370 (2019) - [i8]Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan, Michael R. Glass, Vittorio Castelli, J. William Murdock, Radu Florian, Salim Roukos, Avirup Sil:
CFO: A Framework for Building Production NLP Systems. CoRR abs/1908.06121 (2019) - [i7]Lin Pan, Rishav Chakravarti, Anthony Ferritto, Michael R. Glass, Alfio Gliozzo, Salim Roukos, Radu Florian, Avirup Sil:
Frustratingly Easy Natural Question Answering. CoRR abs/1909.05286 (2019) - [i6]Anthony Ferritto, Lin Pan, Rishav Chakravarti, Salim Roukos, Radu Florian, J. William Murdock, Avirup Sil:
Ensembling Strategies for Answering Natural Questions. CoRR abs/1911.00337 (2019) - [i5]Kshitij P. Fadnis, Kartik Talamadupula, Pavan Kapanipathi, Haque Ishfaq, Salim Roukos, Achille Fokoue:
Heuristics for Interpretable Knowledge Graph Contextualization. CoRR abs/1911.02085 (2019) - [i4]Vittorio Castelli, Rishav Chakravarti, Saswati Dana, Anthony Ferritto, Radu Florian, Martin Franz, Dinesh Garg, Dinesh Khandelwal, J. Scott McCarley, Mike McCawley, Mohamed Nasr, Lin Pan, Cezar Pendus, John F. Pitrelli, Saurabh Pujar, Salim Roukos, Andrzej Sakrajda, Avirup Sil, Rosario Uceda-Sosa, Todd Ward, Rong Zhang:
The TechQA Dataset. CoRR abs/1911.02984 (2019) - 2014
- [j6]Fei Huang, Jian-Ming Xu, Abraham Ittycheriah, Salim Roukos:
Improving MT post-editing productivity with adaptive confidence estimation for document-specific translation model. Mach. Transl. 28(3-4): 263-280 (2014) - [c81]Fei Huang, Jian-Ming Xu, Abraham Ittycheriah, Salim Roukos:
Adaptive HTER Estimation for Document-Specific MT Post-Editing. ACL (1) 2014: 861-870 - [c80]Salim Roukos:
Invited Talk: IBM Cognitive Computing - An NLP Renaissance! EMNLP 2014: 1 - [c79]Salim Roukos, Jerome Quin, Todd Ward:
Multi-lingual Text Leveling. TSD 2014: 19-26 - 2012
- [c78]Salim Roukos, Abraham Ittycheriah, Jian-Ming Xu:
Document-Specific Statistical Machine Translation for Improving Human Translation Productivity. CICLing (2) 2012: 25-39 - [c77]Vittorio Castelli, Hema Raghavan, Radu Florian, Ding-Jung Han, Xiaoqiang Luo, Salim Roukos:
Distilling and exploring nuggets from a corpus. SIGIR 2012: 1006 - 2011
- [c76]J. Scott McCarley, Abraham Ittycheriah, Salim Roukos, Bing Xiang, Jian-Ming Xu:
A Correction Model for Word Alignments. EMNLP 2011: 889-898 - [c75]Young-Suk Lee, Bing Xiang, Bing Zhao, Martin Franz, Salim Roukos, Yaser Al-Onaizan:
IBM Chinese-to-English PatentMT System for NTCIR-9. NTCIR 2011 - 2010
- [c74]Rohit J. Kate, Xiaoqiang Luo, Siddharth Patwardhan, Martin Franz, Radu Florian, Raymond J. Mooney, Salim Roukos, Chris Welty:
Learning to Predict Readability using Diverse Linguistic Features. COLING 2010: 546-554 - [c73]Radu Florian, John F. Pitrelli, Salim Roukos, Imed Zitouni:
Improving Mention Detection Robustness to Noisy Input. EMNLP 2010: 335-345 - [c72]Ea-Ee Jan, Niyu Ge, Shih-Hsiang Lin, Salim Roukos, Jeffrey S. Sorensen:
A novel approach for proper name transliteration verification. ISCSLP 2010: 89-94
2000 – 2009
- 2009
- [c71]Ruhi Sarikaya, Sameer Maskey, R. Zhang, Ea-Ee Jan, D. Wang, Bhuvana Ramabhadran, Salim Roukos:
Iterative sentence-pair extraction from quasi-parallel corpora for machine translation. INTERSPEECH 2009: 432-435 - [c70]David M. Lubensky, Salim Roukos:
Real Time Translation Services at IBM. MTSummit 2009 - [i3]Nitin Madnani, Hongyan Jing, Nanda Kambhatla, Salim Roukos:
Active Learning for Mention Detection: A Comparison of Sentence Selection Strategies. CoRR abs/0911.1965 (2009) - 2008
- [j5]Evgeny Matusov, Gregor Leusch, Rafael E. Banchs, Nicola Bertoldi, Daniel Déchelotte, Marcello Federico, Muntsin Kolss, Young-Suk Lee, José B. Mariño, Matthias Paulik, Salim Roukos, Holger Schwenk, Hermann Ney:
System Combination for Machine Translation of Spoken and Written Language. IEEE Trans. Speech Audio Process. 16(7): 1222-1237 (2008) - 2007
- [j4]Jeffrey S. Sorensen, Salim Roukos:
Rethinking Full-Text Search for Multi-lingual Databases. IEEE Data Eng. Bull. 30(1): 5-16 (2007) - [c69]Hongyan Jing, Nanda Kambhatla, Salim Roukos:
Extracting Social Networks and Biographical Facts From Conversational Speech Transcripts. ACL 2007 - [c68]Abraham Ittycheriah, Salim Roukos:
Direct Translation Model 2. HLT-NAACL 2007: 57-64 - 2006
- [c67]Salim Roukos:
Recent results on MT evaluation in the GALE program. IWSLT 2006 - 2005
- [c66]Abraham Ittycheriah, Salim Roukos:
A Maximum Entropy Word Aligner for Arabic-English Machine Translation. HLT/EMNLP 2005: 89-96 - 2004
- [c65]Xiaoqiang Luo, Abraham Ittycheriah, Hongyan Jing, Nanda Kambhatla, Salim Roukos:
A Mention-Synchronous Coreference Resolution Algorithm Based On the Bell Tree. ACL 2004: 135-142 - [c64]Young-Suk Lee, Salim Roukos:
IBM spoken language translation system evaluation. IWSLT 2004: 39-46 - [c63]Radu Florian, Hany Hassan, Abraham Ittycheriah, Hongyan Jing, Nanda Kambhatla, Xiaoqiang Luo, Nicolas Nicolov, Salim Roukos:
A Statistical Model for Multilingual Entity Detection and Tracking. HLT-NAACL 2004: 1-8 - [e1]Julia Hirschberg, Susan T. Dumais, Daniel Marcu, Salim Roukos:
Human Language Technology Conference of the North American Chapter of the Association for Computational Linguistics, HLT-NAACL 2004, Boston, Massachusetts, USA, May 2-7, 2004. The Association for Computational Linguistics 2004 [contents] - 2003
- [j3]James Allan, Jay Aslam, Nicholas J. Belkin, Chris Buckley, James P. Callan, W. Bruce Croft, Susan T. Dumais, Norbert Fuhr, Donna Harman, David J. Harper, Djoerd Hiemstra, Thomas Hofmann, Eduard H. Hovy, Wessel Kraaij, John D. Lafferty, Victor Lavrenko, David D. Lewis, Liz Liddy, R. Manmatha, Andrew McCallum, Jay M. Ponte, John M. Prager, Dragomir R. Radev, Philip Resnik, Stephen E. Robertson, Ronald Rosenfeld, Salim Roukos, Mark Sanderson, Richard M. Schwartz, Amit Singhal, Alan F. Smeaton, Howard R. Turtle, Ellen M. Voorhees, Ralph M. Weischedel, Jinxi Xu, ChengXiang Zhai:
Challenges in information retrieval and language modeling: report of a workshop held at the center for intelligent information retrieval, University of Massachusetts Amherst, September 2002. SIGIR Forum 37(1): 31-47 (2003) - [c62]Lucian Vlad Lita, Abraham Ittycheriah, Salim Roukos, Nanda Kambhatla:
tRuEcasIng. ACL 2003: 152-159 - [c61]Young-Suk Lee, Kishore Papineni, Salim Roukos, Ossama Emam, Hany Hassan:
Language Model Based Arabic Word Segmentation. ACL 2003: 399-406 - [c60]Yaser Al-Onaizan, Radu Florian, Martin Franz, Hany Hassan, Young-Suk Lee, J. Scott McCarley, Kishore Papineni, Salim Roukos, Jeffrey S. Sorensen, Christoph Tillmann, Todd Ward, Fei Xia:
TIPS: A Translingual Information Processing System. HLT-NAACL 2003 - [c59]Abraham Ittycheriah, Lucian Vlad Lita, Nanda Kambhatla, Nicolas Nicolov, Salim Roukos, Margo Stys:
dentifying and Tracking Entity Mentions in a Maximum Entropy Framework. HLT-NAACL 2003 - [c58]Deepak Ravichandran, Abraham Ittycheriah, Salim Roukos:
Automatic Derivation of Surface Text Patterns for a Maximum Entropy Based Question Answering System. HLT-NAACL 2003 - 2002
- [j2]Satya Dharanipragada, Salim Roukos:
A multistage algorithm for spotting new words in speech. IEEE Trans. Speech Audio Process. 10(8): 542-550 (2002) - [c57]Min Tang, Xiaoqiang Luo, Salim Roukos:
Active Learning for Statistical Natural Language Parsing. ACL 2002: 120-127 - [c56]Kishore Papineni, Salim Roukos, Todd Ward, Wei-Jing Zhu:
Bleu: a Method for Automatic Evaluation of Machine Translation. ACL 2002: 311-318 - [c55]Marilyn A. Walker, Alexander I. Rudnicky, Rashmi Prasad, John S. Aberdeen, Elizabeth Owen Bratt, John S. Garofolo, Helen Wright Hastie, Audrey N. Le, Bryan L. Pellom, Alexandros Potamianos, Rebecca J. Passonneau, Salim Roukos, Gregory A. Sanders, Stephanie Seneff, David Stallard:
DARPA communicator: cross-system results for the 2001 evaluation. INTERSPEECH 2002: 269-272 - [c54]Marilyn A. Walker, Alexander I. Rudnicky, John S. Aberdeen, Elizabeth Owen Bratt, John S. Garofolo, Helen Wright Hastie, Audrey N. Le, Bryan L. Pellom, Alexandros Potamianos, Rebecca J. Passonneau, Rashmi Prasad, Salim Roukos, Gregory A. Sanders, Stephanie Seneff, David Stallard:
DARPA communicator evaluation: progress from 2000 to 2001. INTERSPEECH 2002: 273-276 - [c53]Judith Hochberg, Nanda Kambhatla, Salim Roukos:
A Flexible Framework for Developing Mixed-Initiative Dialog Systems. SIGDIAL Workshop 2002: 60-63 - [c52]Abraham Ittycheriah, Salim Roukos:
IBM's Statistical Question Answering System-TREC 11. TREC 2002 - 2001
- [c51]Abraham Ittycheriah, Martin Franz, Salim Roukos:
IBM's Statistical Question Answering System - TREC-10. TREC 2001 - 2000
- [c50]Satya Dharanipragada, Martin Franz, J. Scott McCarley, Kishore Papineni, Salim Roukos, Todd Ward, Wei-Jing Zhu:
Statistical methods for topic segmentation. INTERSPEECH 2000: 516-519 - [c49]Ea-Ee Jan, Jaime Botella Ordinas, George Saon, Salim Roukos:
Real-time multilingual HMM training robust to channel variations. INTERSPEECH 2000: 925-928 - [c48]Salim Roukos:
Statistical Methods for Translingual Information Retrieval. Kyoto International Conference on Digital Libraries 2000: 322
1990 – 1999
- 1999
- [c47]Robert E. Donovan, Martin Franz, Jeffrey S. Sorensen, Salim Roukos:
Phrase splicing and variable substitution using the IBM trainable speech synthesis system. ICASSP 1999: 373-376 - [c46]Qiguang Lin, David M. Lubensky, Salim Roukos:
Use of recursive mumble models for confidence measuring. EUROSPEECH 1999: 53-56 - [c45]K. Davies, Robert E. Donovan, Mark Epstein, Martin Franz, Abraham Ittycheriah, Ea-Ee Jan, Jean-Michel LeRoux, David M. Lubensky, Chalapathy Neti, Mukund Padmanabhan, Kishore Papineni, Salim Roukos, Andrej Sakrajda, Jeffrey S. Sorensen, Borivoj Tydlitát, Todd Ward:
The IBM conversational telephony system for financial applications. EUROSPEECH 1999: 275-278 - [c44]Kishore Papineni, Salim Roukos, Todd Ward:
Free-flow dialog management using forms. EUROSPEECH 1999: 1411-1414 - [c43]Satya Dharanipragada, Martin Franz, J. Scott McCarley, Salim Roukos, Todd Ward:
Story segmentation and topic detection for recognized speech. EUROSPEECH 1999: 2435-2438 - 1998
- [c42]J. Scott McCarley, Salim Roukos:
Fast Document Translation for Cross-Language Information Retrieval. AMTA 1998: 150-157 - [c41]Kishore Papineni, Salim Roukos, Todd Ward:
Maximum likelihood and discriminative training of direct translation models. ICASSP 1998: 189-192 - [c40]Satya Dharanipragada, Salim Roukos:
A fast vocabulary independent algorithm for spotting words in speech. ICASSP 1998: 233-236 - [c39]Todd Ward, Salim Roukos, Chalapathy Neti, Jerome Gros, Mark Epstein, Satya Dharanipragada:
Towards speech understanding across multiple languages. ICSLP 1998 - [c38]Candace L. Sidner, Alex Acero, Janet E. Cahn, Julia Hirschberg, Robert Moore, Salim Roukos:
Speech Research: Near and Not-so-near Results and What They Might Mean for IUI (Panel). IUI 1998: 35 - [c37]Ernest P. Chan, Santiago Garcia, Salim Roukos:
Probabilistic Modeling for Information Retrieval with Unsupervised Training Data. KDD 1998: 159-163 - [c36]Martin Franz, Salim Roukos:
A Method for Scoring Correlated Features in Query Expansion. SIGIR 1998: 337-338 - [c35]Satya Dharanipragada, Martin Franz, Salim Roukos:
Audio-Indexing For Broadcast News. TREC 1998: 63-67 - [c34]Martin Franz, J. Scott McCarley, Salim Roukos:
Ad hoc and Multilingual Information Retrieval at IBM. TREC 1998: 104-115 - 1997
- [c33]Stephen Della Pietra, Mark Epstein, Salim Roukos, Todd Ward:
Fertility Models for Statistical Natural Language Understanding. ACL 1997: 168-173 - [c32]Chalapathy Neti, Salim Roukos, Ellen Eide:
Word-based confidence measures as a guide for stack search in speech recognition. ICASSP 1997: 883-886 - [c31]Kishore Papineni, Salim Roukos, Todd Ward:
Feature-based language understanding. EUROSPEECH 1997: 1435-1438 - [c30]P. Srinivasa Rao, Satya Dharanipragada, Salim Roukos:
MDI adaptation of language models across corpora. EUROSPEECH 1997: 1979-1982 - [c29]Martin Franz, Salim Roukos:
TREC-6 Ad-Hoc Retrieval. TREC 1997: 511-516 - 1996
- [c28]Xiaoqiang Luo, Salim Roukos:
An Iterative Algorithm to Build Chinese Language Models. ACL 1996: 139-143 - [c27]Mark Epstein, Kishore Papineni, Salim Roukos, Todd Ward, Stephen Della Pietra:
Statistical natural language understanding using hidden clumpings. ICASSP 1996: 176-179 - [c26]Ernest P. Chan, Santiago Garcia, Salim Roukos:
TREC-5 Ad Hoc Retrieval Using K Nearest-Neighbors Re-Scoring. TREC 1996 - [i2]Xiaoqiang Luo, Salim Roukos:
An Iterative Algorithm to Build Chinese Language Models. CoRR cmp-lg/9606021 (1996) - 1995
- [c25]Lalit R. Bahl, S. Balakrishnan-Aiyer, Jerome R. Bellegarda, Martin Franz, P. S. Gopalakrishnan, David Nahamoo, Miroslav Novak, Mukund Padmanabhan, Michael A. Picheny, Salim Roukos:
Performance of the IBM large vocabulary continuous speech recognition system on the ARPA Wall Street Journal task. ICASSP 1995: 41-44 - [c24]P. Srinivasa Rao, Michael D. Monkowski, Salim Roukos:
Language model adaptation via minimum discrimination information. ICASSP 1995: 161-164 - [c23]Joshua Koppelman, Stephen Della Pietra, Mark Epstein, Salim Roukos, Todd Ward:
A statistical approach to language modelling for the ATIS task. EUROSPEECH 1995: 1785-1788 - 1994
- [c22]Adwait Ratnaparkhi, Salim Roukos, Todd Ward:
A maximum entropy model for parsing. ICSLP 1994: 803-806 - [c21]Frederick Jelinek, John D. Lafferty, David M. Magerman, Robert L. Mercer, Adwait Ratnaparkhi, Salim Roukos:
Decision Tree Parsing using a Hidden Derivation Model. HLT 1994 - [c20]Adwait Ratnaparkhi, Jeffrey C. Reynar, Salim Roukos:
A Maximum Entropy Model for Prepositional Phrase Attachment. HLT 1994 - [c19]Salim Roukos:
Automatic Extraction of Grammars From Annotated Text. HLT 1994 - [i1]Ezra Black, Frederick Jelinek, John D. Lafferty, David M. Magerman, Robert L. Mercer, Salim Roukos:
Towards History-based Grammars: Using Richer Models for Probabilistic Parsing. CoRR abs/cmp-lg/9405007 (1994) - 1993
- [c18]Ezra Black, Frederick Jelinek, John D. Lafferty, David M. Magerman, Robert L. Mercer, Salim Roukos:
Towards History-Based Grammars: Using Richer Models for Probabilistic Parsing. ACL 1993: 31-37 - [c17]Raymond Lau, Ronald Rosenfeld, Salim Roukos:
Trigger-based language models: a maximum entropy approach. ICASSP (2) 1993: 45-48 - [c16]Raymond Lau, Ronald Rosenfeld, Salim Roukos:
Adaptive Language Modeling Using The Maximum Entropy Principle. HLT 1993 - [c15]Salim Roukos:
Automatic Extraction of Grammars From Annotated Text. HLT 1993 - 1992
- [c14]Ezra Black, John D. Lafferty, Salim Roukos:
Development and Evaluation of a Broad-Coverage Probabilistic Grammar of English-Language Computer Manuals. ACL 1992: 185-192 - [c13]Lalit R. Bahl, Peter V. de Souza, David Nahamoo, Michael A. Picheny, Salim Roukos:
Adaptation of large vocabulary recognition system parameters. ICASSP 1992: 477-480 - [c12]Stephen Della Pietra, Vincent J. Della Pietra, Robert L. Mercer, Salim Roukos:
Adaptive language modeling using minimum discriminant estimation. ICASSP 1992: 633-636 - [c11]Ezra Black, Frederick Jelinek, John D. Lafferty, David M. Magerman, Robert L. Mercer, Salim Roukos:
Towards History-based Grammars: Using Richer Models for Probabilistic Parsing. HLT 1992 - [c10]Ezra Black, Frederick Jelinek, John D. Lafferty, Robert L. Mercer, Salim Roukos:
Decision Tree Models Applied to the Labeling of Text with Parts-of-Speech. HLT 1992 - [c9]Stephen Della Pietra, Vincent J. Della Pietra, Robert L. Mercer, Salim Roukos:
Adaptive Language Modeling Using Minimum Discriminant Estimation. HLT 1992 - 1991
- [c8]Ezra Black, Steven P. Abney, D. Flickenger, Claudia Gdaniec, Ralph Grishman, P. Harrison, Donald Hindle, Robert Ingria, Frederick Jelinek, Judith L. Klavans, Mark Y. Liberman, Mitchell P. Marcus, Salim Roukos, Beatrice Santorini, Tomek Strzalkowski:
A Procedure for Quantitatively Comparing the Syntactic Coverage of English Grammars. HLT 1991 - [c7]Frederick Jelinek, Bernard Mérialdo, Salim Roukos, M. Strauss:
A Dynamic Language Model for Speech Recognition. HLT 1991 - [c6]Salim Roukos:
Session 7: Natural Language II. HLT 1991 - 1990
- [c5]Frederick Jelinek, Robert L. Mercer, Salim Roukos:
Classifying words for improved statistical language models. ICASSP 1990: 621-624
1980 – 1989
- 1989
- [j1]Mari Ostendorf, Salim Roukos:
A stochastic segment model for phoneme-based continuous speech recognition. IEEE Trans. Acoust. Speech Signal Process. 37(12): 1857-1869 (1989) - [c4]Jan Robin Rohlicek, William Russell, Salim Roukos, Herbert Gish:
Continuous hidden Markov modeling for speaker-independent word spotting. ICASSP 1989: 627-630 - [c3]Yen-Lu Chow, Salim Roukos:
Speech understanding using a unification grammar. ICASSP 1989: 727-730 - [c2]Sean Boisen, Yen-Lu Chow, Andrew R. Haas, Robert Ingria, Salim Roukos, David Stallard:
The BBN Spoken Language System. HLT (1) 1989 - [c1]Salim Roukos:
Integrating Speech and Natural Language. HLT (1) 1989
Coauthor Index
[c113] [c112] [i40] [i39] [i38] [i37] [c109] [c107] [c106] [c105] [i33] [i32] [i31] [i30] [i27] [c101] [c100] [i25] [i23] [c98] [c95] [c94] [c93] [i22] [i19] [i18] [i17] [i16] [c92] [c91] [c90] [c89] [c88] [c87] [c86] [i15] [i13] [i12] [i11] [c84] [c83] [i9] [i8] [i7] [i6] [i4] [c77] [c74] [c73] [c63] [c60]
Avirup Sil
aka: Avi Sil
aka: Avi Sil
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