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Lu Chen 0002
Person information
- affiliation: Shanghai Jiao Tong University, Department of Computer Science and Engineering, China
Other persons with the same name
- Lu Chen — disambiguation page
- Lu Chen 0001 — Zhejiang University, Hangzhou, China (and 2 more)
- Lu Chen 0003 — Shanxi University, Institute of Big Data Science and Industry, China (and 1 more)
- Lu Chen 0004 — Henan University, School of Computer and Information Engineering, China
- Lu Chen 0005 — National University of Defense Technology, Electronic Countermeasures College, Hefei, China
- Lu Chen 0006 — Osaka University, Department of Information Science and Technology, Japan
- Lu Chen 0007 — University of Massachusetts, Philosophy Department, Amherst, USA
- Lu Chen 0008 — Swinburne University of Technology, Melbourne, Australia
- Lu Chen 0009 — Xi'an University of Architecture and Technology, Xi'an, China
- Lu Chen 0010 — Ohio State University, Columbus, OH, USA
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2020 – today
- 2024
- [c52]Liangtai Sun, Yang Han, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen, Kai Yu:
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research. AAAI 2024: 19053-19061 - [c51]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 - [c50]Ruiyang Zhou, Lu Chen, Kai Yu:
Is LLM a Reliable Reviewer? A Comprehensive Evaluation of LLM on Automatic Paper Reviewing Tasks. LREC/COLING 2024: 9340-9351 - [c49]Hongchuan Zeng, Hongshen Xu, Lu Chen, Kai Yu:
Multilingual Brain Surgeon: Large Language Models Can Be Compressed Leaving No Language behind. LREC/COLING 2024: 11794-11812 - [c48]Yang Han, Yiming Wang, Rui Wang, Lu Chen, Kai Yu:
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference. EMNLP (Findings) 2024: 8506-8522 - [c47]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 - [c46]Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu:
Evolving Subnetwork Training for Large Language Models. ICML 2024 - [c45]Hanchong Zhang, Ruisheng Cao, Hongshen Xu, Lu Chen, Kai Yu:
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions. NAACL-HLT 2024: 6487-6508 - [c44]Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu:
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding. WSDM 2024: 864-872 - [i48]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) - [i47]Zichen Zhu, Yang Xu, Lu Chen, Jingkai Yang, Yichuan Ma, Yiming Sun, Hailin Wen, Jiaqi Liu, Jinyu Cai, Yingzi Ma, Situo Zhang, Zihan Zhao, Liangtai Sun, Kai Yu:
MULTI: Multimodal Understanding Leaderboard with Text and Images. CoRR abs/2402.03173 (2024) - [i46]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) - [i45]Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu:
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding. CoRR abs/2402.18262 (2024) - [i44]Yutong Li, Lu Chen, Aiwei Liu, Kai Yu, Lijie Wen:
ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary. CoRR abs/2403.02574 (2024) - [i43]Hongshen Xu, Zichen Zhu, Da Ma, Situo Zhang, Shuai Fan, Lu Chen, Kai Yu:
Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback. CoRR abs/2403.18349 (2024) - [i42]Hongchuan Zeng, Hongshen Xu, Lu Chen, Kai Yu:
Multilingual Brain Surgeon: Large Language Models Can be Compressed Leaving No Language Behind. CoRR abs/2404.04748 (2024) - [i41]Kunyao Lan, Cong Ming, Binwei Yao, Lu Chen, Mengyue Wu:
Towards Reliable and Empathetic Depression-Diagnosis-Oriented Chats. CoRR abs/2404.05012 (2024) - [i40]Hanchong Zhang, Ruisheng Cao, Hongshen Xu, Lu Chen, Kai Yu:
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions. CoRR abs/2405.02712 (2024) - [i39]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) - [i38]Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu:
Evolving Subnetwork Training for Large Language Models. CoRR abs/2406.06962 (2024) - [i37]Ruisheng Cao, Fangyu Lei, Haoyuan Wu, Jixuan Chen, Yeqiao Fu, Hongcheng Gao, Xinzhuang Xiong, Hanchong Zhang, Yuchen Mao, Wenjing Hu, Tianbao Xie, Hongshen Xu, Danyang Zhang, Sida Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, Victor Zhong, Lu Chen, Kai Yu, Tao Yu:
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows? CoRR abs/2407.10956 (2024) - [i36]Zihan Zhao, Bo Chen, Jingpiao Li, Lu Chen, Liyang Wen, Pengyu Wang, Zichen Zhu, Danyang Zhang, Ziping Wan, Yansi Li, Zhongyang Dai, Xin Chen, Kai Yu:
ChemDFM-X: Towards Large Multimodal Model for Chemistry. CoRR abs/2409.13194 (2024) - [i35]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) - [i34]Yang Han, Yiming Wang, Rui Wang, Lu Chen, Kai Yu:
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference. CoRR abs/2410.00409 (2024) - [i33]Zichen Zhu, Hao Tang, Yansi Li, Kunyao Lan, Yixuan Jiang, Hao Zhou, Yixiao Wang, Situo Zhang, Liangtai Sun, Lu Chen, Kai Yu:
MobA: A Two-Level Agent System for Efficient Mobile Task Automation. CoRR abs/2410.13757 (2024) - 2023
- [j6]Ruisheng Cao, Lu Chen, Jieyu Li, Hanchong Zhang, Hongshen Xu, Wangyou Zhang, Kai Yu:
A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13796-13813 (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) - [c43]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 - [c42]Hanchong Zhang, Jieyu Li, Lu Chen, Ruisheng Cao, Yunyan Zhang, Yu Huang, Yefeng Zheng, Kai Yu:
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset. ACL (Findings) 2023: 6970-6983 - [c41]Hanchong Zhang, Ruisheng Cao, Lu Chen, Hongshen Xu, Kai Yu:
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought. EMNLP (Findings) 2023: 3501-3532 - [c40]Danyang Zhang, Lu Chen, Situo Zhang, Hongshen Xu, Zihan Zhao, Kai Yu:
Large Language Models Are Semi-Parametric Reinforcement Learning Agents. NeurIPS 2023 - [i32]Danyang Zhang, Lu Chen, Kai Yu:
Mobile-Env: A Universal Platform for Training and Evaluation of Mobile Interaction. CoRR abs/2305.08144 (2023) - [i31]Hanchong Zhang, Jieyu Li, Lu Chen, Ruisheng Cao, Yunyan Zhang, Yu Huang, Yefeng Zheng, Kai Yu:
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset. CoRR abs/2305.15891 (2023) - [i30]Danyang Zhang, Lu Chen, Situo Zhang, Hongshen Xu, Zihan Zhao, Kai Yu:
Large Language Model Is Semi-Parametric Reinforcement Learning Agent. CoRR abs/2306.07929 (2023) - [i29]Liangtai Sun, Yang Han, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen, Kai Yu:
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research. CoRR abs/2308.13149 (2023) - [i28]Hanchong Zhang, Ruisheng Cao, Lu Chen, Hongshen Xu, Kai Yu:
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought. CoRR abs/2310.17342 (2023) - [i27]Ruisheng Cao, Hanchong Zhang, Hongshen Xu, Jieyu Li, Da Ma, Lu Chen, Kai Yu:
ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL. CoRR abs/2310.18662 (2023) - 2022
- [c39]Binwei Yao, Chao Shi, Likai Zou, Lingfeng Dai, Mengyue Wu, Lu Chen, Zhen Wang, Kai Yu:
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat. EMNLP 2022: 2438-2459 - [c38]Liangtai Sun, Xingyu Chen, Lu Chen, Tianle Dai, Zichen Zhu, Kai Yu:
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI. EMNLP 2022: 6699-6712 - [c37]Zhi Chen, Bei Chen, Lu Chen, Kai Yu, Jian-Guang Lou:
AdapterShare: Task Correlation Modeling with Adapter Differentiation. EMNLP 2022: 10645-10651 - [c36]Lingfeng Dai, Lu Chen, Zhikai Zhou, Kai Yu:
LatticeBART: Lattice-to-Lattice Pre-Training for Speech Recognition. ICASSP 2022: 6112-6116 - [c35]Zihan Zhao, Lu Chen, Ruisheng Cao, Hongshen Xu, Xingyu Chen, Kai Yu:
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages. NAACL-HLT 2022: 1808-1821 - [c34]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 - [i26]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) - [i25]Zihan Zhao, Lu Chen, Ruisheng Cao, Hongshen Xu, Xingyu Chen, Kai Yu:
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages. CoRR abs/2205.06435 (2022) - [i24]Liangtai Sun, Xingyu Chen, Lu Chen, Tianle Dai, Zichen Zhu, Kai Yu:
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI. CoRR abs/2205.11029 (2022) - [i23]Binwei Yao, Chao Shi, Likai Zou, Lingfeng Dai, Mengyue Wu, Lu Chen, Zhen Wang, Kai Yu:
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat. CoRR abs/2205.11764 (2022) - [i22]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) - [i21]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
- [c33]Boer Lyu, Lu Chen, Su Zhu, Kai Yu:
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching. AAAI 2021: 13498-13506 - [c32]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 - [c31]Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu:
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL. ACL/IJCNLP (Findings) 2021: 3063-3074 - [c30]Xingyu Chen, Zihan Zhao, Lu Chen, Jiabao Ji, Danyang Zhang, Ao Luo, Yuxuan Xiong, Kai Yu:
WebSRC: A Dataset for Web-Based Structural Reading Comprehension. EMNLP (1) 2021: 4173-4185 - [c29]Boer Lyu, Lu Chen, Kai Yu:
Glyph Enhanced Chinese Character Pre-Training for Lexical Sememe Prediction. EMNLP (Findings) 2021: 4549-4555 - [c28]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 - [c27]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 - [c26]Yao Zhao, Lu Chen, Kai Yu:
Relation-Aware Multi-hop Reasoning forVisual Dialog. NLPCC (1) 2021: 810-821 - [i20]Lu Chen, Xingyu Chen, Zihan Zhao, Danyang Zhang, Jiabao Ji, Ao Luo, Yuxuan Xiong, Kai Yu:
WebSRC: A Dataset for Web-Based Structural Reading Comprehension. CoRR abs/2101.09465 (2021) - [i19]Boer Lyu, Lu Chen, Su Zhu, Kai Yu:
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching. CoRR abs/2102.12671 (2021) - [i18]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) - [i17]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) - [i16]Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu:
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL. CoRR abs/2106.02282 (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]Zhi Chen, Lu Chen, Xiaoyuan Liu, Kai Yu:
Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management. IEEE ACM Trans. Audio Speech Lang. Process. 28: 2400-2411 (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, Kai Yu:
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders. AAAI 2020: 9668-9675 - [c23]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 - [c22]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 - [c21]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 - [c20]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 - [c19]Rao Ma, Hao Li, Qi Liu, Lu Chen, Kai Yu:
Neural Lattice Search for Speech Recognition. ICASSP 2020: 7794-7798 - [c18]Rao Ma, Lesheng Jin, Qi Liu, Lu Chen, Kai Yu:
Addressing the Polysemy Problem in Language Modeling with Attentional Multi-Sense Embeddings. ICASSP 2020: 8129-8133 - [c17]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 - [c16]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 - [c15]Chen Liu, Su Zhu, Lu Chen, Kai Yu:
Robust Spoken Language Understanding with RL-Based Value Error Recovery. NLPCC (1) 2020: 78-90 - [c14]Zihan Zhao, Yuncong Liu, Lu Chen, Qi Liu, Rao Ma, Kai Yu:
An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models. NLPCC (1) 2020: 359-371 - [i14]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) - [i13]Yanbin Zhao, Lu Chen, Zhi Chen, Kai Yu:
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders. CoRR abs/2004.14693 (2020) - [i12]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) - [i11]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) - [i10]Chen Liu, Su Zhu, Lu Chen, Kai Yu:
Robust Spoken Language Understanding with RL-based Value Error Recovery. CoRR abs/2009.03095 (2020) - [i9]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) - [i8]Zhi Chen, Lu Chen, Xiang Zhou, Kai Yu:
Deep Reinforcement Learning for On-line Dialogue State Tracking. CoRR abs/2009.10321 (2020) - [i7]Zhi Chen, Lu Chen, Xiaoyuan Liu, Kai Yu:
Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management. CoRR abs/2009.10326 (2020) - [i6]Zhi Chen, Xiaoyuan Liu, Lu Chen, Kai Yu:
Structured Hierarchical Dialogue Policy with Graph Neural Networks. CoRR abs/2009.10355 (2020) - [i5]Zhi Chen, Lu Chen, Yanbin Zhao, Su Zhu, Kai Yu:
Dual Learning for Dialogue State Tracking. CoRR abs/2009.10430 (2020) - [i4]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) - [i3]Zihan Zhao, Yuncong Liu, Lu Chen, Qi Liu, Rao Ma, Kai Yu:
An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models. CoRR abs/2010.07109 (2020)
2010 – 2019
- 2019
- [j3]Lu Chen, Zhi Chen, Bowen Tan, Sishan Long, Milica Gasic, Kai Yu:
AgentGraph: Toward Universal Dialogue Management With Structured Deep Reinforcement Learning. IEEE ACM Trans. Audio Speech Lang. Process. 27(9): 1378-1391 (2019) - [i2]Lu Chen, Zhi Chen, Bowen Tan, Sishan Long, Milica Gasic, Kai Yu:
AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning. CoRR abs/1905.11259 (2019) - 2018
- [c13]Lu Chen, Bowen Tan, Sishan Long, Kai Yu:
Structured Dialogue Policy with Graph Neural Networks. COLING 2018: 1257-1268 - [c12]Liliang Ren, Kaige Xie, Lu Chen, Kai Yu:
Towards Universal Dialogue State Tracking. EMNLP 2018: 2780-2786 - [c11]Lu Chen, Cheng Chang, Zhi Chen, Bowen Tan, Milica Gasic, Kai Yu:
Policy Adaptation for Deep Reinforcement Learning-Based Dialogue Management. ICASSP 2018: 6074-6078 - [c10]Kaige Xie, Cheng Chang, Liliang Ren, Lu Chen, Kai Yu:
Cost-Sensitive Active Learning for Dialogue State Tracking. SIGDIAL Conference 2018: 209-213 - [i1]Liliang Ren, Kaige Xie, Lu Chen, Kai Yu:
Towards Universal Dialogue State Tracking. CoRR abs/1810.09587 (2018) - 2017
- [c9]Lu Chen, Runzhe Yang, Cheng Chang, Zihao Ye, Xiang Zhou, Kai Yu:
On-line Dialogue Policy Learning with Companion Teaching. EACL (2) 2017: 198-204 - [c8]Cheng Chang, Runzhe Yang, Lu Chen, Xiang Zhou, Kai Yu:
Affordable On-line Dialogue Policy Learning. EMNLP 2017: 2200-2209 - [c7]Lu Chen, Xiang Zhou, Cheng Chang, Runzhe Yang, Kai Yu:
Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning. EMNLP 2017: 2454-2464 - 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 - 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) - [c5]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 - [c4]Lu Chen, Pei-Hao Su, Milica Gasic:
Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management. SIGDIAL Conference 2015: 407-411 - 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