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2020 – today
- 2024
[c35]Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu:
Sparsity-Accelerated Training for Large Language Models. ACL (Findings) 2024: 14696-14707- [c34]Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu:
A Birgat Model for Multi-Intent Spoken Language Understanding with Hierarchical Semantic Frames. ICASSP 2024: 12251-12255 - [c33]Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu:
Evolving Subnetwork Training for Large Language Models. ICML 2024 - [i26]Zihan Zhao, Da Ma, Lu Chen, Liangtai Sun, Zihao Li, Hongshen Xu, Zichen Zhu, Su Zhu, Shuai Fan, Guodong Shen, Xin Chen, Kai Yu:
ChemDFM: Dialogue Foundation Model for Chemistry. CoRR abs/2401.14818 (2024) - [i25]Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu:
A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames. CoRR abs/2402.18258 (2024) - [i24]Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu:
Sparsity-Accelerated Training for Large Language Models. CoRR abs/2406.01392 (2024) - [i23]Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu:
Evolving Subnetwork Training for Large Language Models. CoRR abs/2406.06962 (2024) - [i22]Liangtai Sun, Danyu Luo, Da Ma, Zihan Zhao, Baocai Chen, Zhennan Shen, Su Zhu, Lu Chen, Xin Chen, Kai Yu:
SciDFM: A Large Language Model with Mixture-of-Experts for Science. CoRR abs/2409.18412 (2024) - 2023
- [j5]Zhi Chen, Yuncong Liu, Lu Chen, Su Zhu, Mengyue Wu, Kai Yu:
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue. Trans. Assoc. Comput. Linguistics 11: 68-84 (2023) - [c32]Sheng Jiang, Su Zhu, Ruisheng Cao, Qingliang Miao, Kai Yu:
SPM: A Split-Parsing Method for Joint Multi-Intent Detection and Slot Filling. ACL (industry) 2023: 668-675 - [c31]Jieyu Li, Lu Chen, Ruisheng Cao, Su Zhu, Hongshen Xu, Zhi Chen, Hanchong Zhang
, Kai Yu:
Exploring Schema Generalizability of Text-to-SQL. ACL (Findings) 2023: 1344-1360 - 2022
- [c30]Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu:
UniDU: Towards A Unified Generative Dialogue Understanding Framework. SIGDIAL 2022: 442-455 - [i21]Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu:
UniDU: Towards A Unified Generative Dialogue Understanding Framework. CoRR abs/2204.04637 (2022) - [i20]Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu:
DialogZoo: Large-Scale Dialog-Oriented Task Learning. CoRR abs/2205.12662 (2022) - [i19]Zhi Chen, Yuncong Liu, Lu Chen, Su Zhu, Mengyue Wu, Kai Yu:
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue. CoRR abs/2209.04595 (2022) - 2021
- [c29]Boer Lyu, Lu Chen, Su Zhu, Kai Yu:
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching. AAAI 2021: 13498-13506 - [c28]Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, Kai Yu:
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations. ACL/IJCNLP (1) 2021: 2541-2555 - [c27]Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu:
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser. NAACL-HLT 2021: 5567-5577 - [c26]Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu:
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF. NLPCC (1) 2021: 505-516 - [i18]Boer Lyu, Lu Chen, Su Zhu, Kai Yu:
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching. CoRR abs/2102.12671 (2021) - [i17]Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu:
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser. CoRR abs/2104.04689 (2021) - [i16]Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, Kai Yu:
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations. CoRR abs/2106.01093 (2021) - [i15]Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu:
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF. CoRR abs/2112.04999 (2021) - 2020
- [j4]Su Zhu, Zijian Zhao, Rao Ma, Kai Yu:
Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. 28: 1440-1451 (2020) - [j3]Su Zhu, Ruisheng Cao, Kai Yu:
Dual Learning for Semi-Supervised Natural Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. 28: 1936-1947 (2020) - [c25]Lu Chen, Boer Lv, Chi Wang, Su Zhu, Bowen Tan, Kai Yu:
Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks. AAAI 2020: 7521-7528 - [c24]Yanbin Zhao, Lu Chen, Zhi Chen, Ruisheng Cao, Su Zhu, Kai Yu:
Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks. ACL 2020: 732-741 - [c23]Lu Chen, Yanbin Zhao, Boer Lyu, Lesheng Jin, Zhi Chen, Su Zhu, Kai Yu:
Neural Graph Matching Networks for Chinese Short Text Matching. ACL 2020: 6152-6158 - [c22]Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen, Kai Yu:
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing. ACL 2020: 6806-6817 - [c21]Su Zhu, Jieyu Li, Lu Chen, Kai Yu:
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking. EMNLP (Findings) 2020: 766-781 - [c20]Jieyu Li, Su Zhu, Kai Yu:
A Hierarchical Tracker for Multi-Domain Dialogue State Tracking. ICASSP 2020: 8014-8018 - [c19]Chen Liu, Su Zhu, Zijian Zhao, Ruisheng Cao, Lu Chen, Kai Yu:
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding. INTERSPEECH 2020: 871-875 - [c18]Zihan Xu, Zhi Chen, Lu Chen, Su Zhu, Kai Yu:
Memory Attention Neural Network for Multi-domain Dialogue State Tracking. NLPCC (1) 2020: 41-52 - [c17]Chen Liu, Su Zhu, Lu Chen, Kai Yu:
Robust Spoken Language Understanding with RL-Based Value Error Recovery. NLPCC (1) 2020: 78-90 - [i14]Su Zhu, Zijian Zhao, Rao Ma, Kai Yu:
Prior Knowledge Driven Label Embedding for Slot Filling in Natural Language Understanding. CoRR abs/2003.09831 (2020) - [i13]Su Zhu, Jieyu Li, Lu Chen, Kai Yu:
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking. CoRR abs/2004.03386 (2020) - [i12]Su Zhu, Ruisheng Cao, Kai Yu:
Dual Learning for Semi-Supervised Natural Language Understanding. CoRR abs/2004.12299 (2020) - [i11]Chen Liu, Su Zhu, Zijian Zhao, Ruisheng Cao, Lu Chen, Kai Yu:
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding. CoRR abs/2005.11640 (2020) - [i10]Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen, Kai Yu:
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing. CoRR abs/2005.13485 (2020) - [i9]Chen Liu, Su Zhu, Lu Chen, Kai Yu:
Robust Spoken Language Understanding with RL-based Value Error Recovery. CoRR abs/2009.03095 (2020) - [i8]Su Zhu, Ruisheng Cao, Lu Chen, Kai Yu:
Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding. CoRR abs/2009.09568 (2020) - [i7]Zhi Chen, Lu Chen, Yanbin Zhao, Su Zhu, Kai Yu:
Dual Learning for Dialogue State Tracking. CoRR abs/2009.10430 (2020) - [i6]Zhi Chen, Lu Chen, Zihan Xu, Yanbin Zhao, Su Zhu, Kai Yu:
CREDIT: Coarse-to-Fine Sequence Generation for Dialogue State Tracking. CoRR abs/2009.10435 (2020)
2010 – 2019
- 2019
- [c16]Ruisheng Cao, Su Zhu, Chen Liu, Jieyu Li, Kai Yu:
Semantic Parsing with Dual Learning. ACL (1) 2019: 51-64 - [c15]Zijian Zhao, Su Zhu, Kai Yu:
Data Augmentation with Atomic Templates for Spoken Language Understanding. EMNLP/IJCNLP (1) 2019: 3635-3641 - [c14]Zijian Zhao, Su Zhu, Kai Yu:
A Hierarchical Decoding Model for Spoken Language Understanding from Unaligned Data. ICASSP 2019: 7305-7309 - [c13]Su Zhu, Zijian Zhao, Tiejun Zhao, Chengqing Zong, Kai Yu:
CATSLU: The 1st Chinese Audio-Textual Spoken Language Understanding Challenge. ICMI 2019: 521-525 - [c12]Hao Li, Chen Liu, Su Zhu, Kai Yu:
Robust Spoken Language Understanding with Acoustic and Domain Knowledge. ICMI 2019: 531-535 - [i5]Zijian Zhao, Su Zhu, Kai Yu:
A Hierarchical Decoding Model For Spoken Language Understanding From Unaligned Data. CoRR abs/1904.04498 (2019) - [i4]Ruisheng Cao, Su Zhu, Chen Liu, Jieyu Li, Kai Yu:
Semantic Parsing with Dual Learning. CoRR abs/1907.05343 (2019) - [i3]Zijian Zhao, Su Zhu, Kai Yu:
Data Augmentation with Atomic Templates for Spoken Language Understanding. CoRR abs/1908.10770 (2019) - 2018
- [c11]Ouyu Lan, Su Zhu, Kai Yu:
Semi-Supervised Training Using Adversarial Multi-Task Learning for Spoken Language Understanding. ICASSP 2018: 6049-6053 - [c10]Su Zhu, Ouyu Lan, Kai Yu:
Robust Spoken Language Understanding with Unsupervised ASR-Error Adaptation. ICASSP 2018: 6179-6183 - [c9]Huifeng Zhang, Su Zhu, Shuai Fan, Kai Yu:
Joint Spoken Language Understanding and Domain Adaptive Language Modeling. IScIDE 2018: 311-324 - [c8]Su Zhu, Kai Yu:
Concept Transfer Learning for Adaptive Language Understanding. SIGDIAL Conference 2018: 391-399 - 2017
- [c7]Su Zhu, Kai Yu:
Encoder-decoder with focus-mechanism for sequence labelling based spoken language understanding. ICASSP 2017: 5675-5679 - [i2]Su Zhu, Kai Yu:
Concept Transfer Learning for Adaptive Language Understanding. CoRR abs/1706.00927 (2017) - 2016
- [j2]Kai Yu, Lu Chen, Kai Sun, Qizhe Xie, Su Zhu:
Evolvable dialogue state tracking for statistical dialogue management. Frontiers Comput. Sci. 10(2): 201-215 (2016) - [c6]Kai Sun, Su Zhu, Lu Chen, Siqiu Yao, Xueyang Wu, Kai Yu:
Hybrid Dialogue State Tracking for Real World Human-to-Human Dialogues. INTERSPEECH 2016: 2060-2064 - [c5]Xueyang Wu, Su Zhu, Yue Wu, Kai Yu:
Rich punctuations prediction using large-scale deep learning. ISCSLP 2016: 1-5 - [i1]Su Zhu, Kai Yu:
Encoder-decoder with Focus-mechanism for Sequence Labelling Based Spoken Language Understanding. CoRR abs/1608.02097 (2016) - 2015
- [j1]Kai Yu, Kai Sun, Lu Chen, Su Zhu:
Constrained Markov Bayesian Polynomial for Efficient Dialogue State Tracking. IEEE ACM Trans. Audio Speech Lang. Process. 23(12): 2177-2188 (2015) - [c4]Qizhe Xie, Kai Sun, Su Zhu, Lu Chen, Kai Yu:
Recurrent Polynomial Network for Dialogue State Tracking with Mismatched Semantic Parsers. SIGDIAL Conference 2015: 295-304 - 2014
- [c3]Kai Sun, Lu Chen, Su Zhu, Kai Yu:
The SJTU System for Dialog State Tracking Challenge 2. SIGDIAL Conference 2014: 318-326 - [c2]Kai Sun, Lu Chen, Su Zhu, Kai Yu:
A generalized rule based tracker for dialogue state tracking. SLT 2014: 330-335 - [c1]Su Zhu, Lu Chen, Kai Sun, Da Zheng, Kai Yu:
Semantic parser enhancement for dialogue domain extension with little data. SLT 2014: 336-341
Coauthor Index
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last updated on 2024-10-21 21:27 CEST by the dblp team
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