Lu Chen

139 papers A* 19A 4B 5Misc 6Journal 75Unranked 30
YearRankTypeTitle / Venue / Authors
2026 J jnl
PACER: Blockwise Pre-verification for Speculative Decoding with Adaptive Length.
CoRR
Situo Zhang, Yifan Zhang, Zichen Zhu, Hankun Wang, Da Ma, Danyang Zhang, Lu Chen, Kai Yu
2026 J jnl
PaperGuide: Making Small Language-Model Paper-Reading Agents More Efficient.
CoRR
Zijian Wang, Tiancheng Huang, Hanqi Li, Da Ma, Lu Chen, Kai Yu
2025 J jnl
AirQA: A Comprehensive QA Dataset for AI Research with Instance-Level Evaluation.
CoRR
Tiancheng Huang, Ruisheng Cao, Yuxin Zhang, Zhangyi Kang, Zijian Wang, Chenrun Wang, Yijie Luo, Hang Zheng, Lirong Qian, Lu Chen, Kai Yu
2025 A* conf
Alignment for Efficient Tool Calling of Large Language Models.
EMNLP
Hongshen Xu, Zihan Wang, Zichen Zhu, Lei Pan, Xingyu Chen, Shuai Fan, Lu Chen, Kai Yu
2025 J jnl
Alignment for Efficient Tool Calling of Large Language Models.
CoRR
Hongshen Xu, Zihan Wang, Zichen Zhu, Lei Pan, Xingyu Chen, Lu Chen, Kai Yu
2025 B conf
ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary.
COLING
Yutong Li, Lu Chen, Aiwei Liu, Kai Yu, Lijie Wen
2025 J jnl
ChemDFM-R: An Chemical Reasoner LLM Enhanced with Atomized Chemical Knowledge.
CoRR
Zihan Zhao, Bo Chen, Ziping Wan, Lu Chen, Xuanze Lin, Shiyang Yu, Situo Zhang, Da Ma, Zichen Zhu, Danyang Zhang, Huayang Wang, Zhongyang Dai, Liyang Wen, Xin Chen, Kai Yu
2025 B conf
Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models.
COLING
Hongchuan Zeng, Senyu Han, Lu Chen, Kai Yu
2025 J jnl
DFM: Dialogue foundation model for universal large-scale dialogue-oriented task learning.
AI Open
Zhi Chen, Da Ma, Hanqi Li, Lu Chen, Jiabao Ji, Yuncong Liu, Bei Chen, Mengyue Wu, Su Zhu, Xin Dong, Fujiang Ge, Qingliang Miao, Jian-Guang Lou, Shuai Fan, Kai Yu
2025 J jnl
Delusions of Large Language Models.
CoRR
Hongshen Xu, Zixv yang, Zichen Zhu, Kunyao Lan, Zihan Wang, Mengyue Wu, Ziwei Ji, Lu Chen, Pascale Fung, Kai Yu
2025 J jnl
DiSRouter: Distributed Self-Routing for LLM Selections.
CoRR
Hang Zheng, Hongshen Xu, Yongkai Lin, Shuai Fan, Lu Chen, Kai Yu
2025 J jnl
Enhancing LLM Reliability via Explicit Knowledge Boundary Modeling.
CoRR
Hang Zheng, Hongshen Xu, Yuncong Liu, Lu Chen, Pascale Fung, Kai Yu
2025 B conf
From Generalist to Specialist: A Survey of Large Language Models for Chemistry.
COLING
Yang Han, Ziping Wan, Lu Chen, Kai Yu, Xin Chen
2025 A* conf
Heads up! Large Language Models Can Perform Tasks Without Your Instruction via Selective Attention Head Masking.
ICML
Senyu Han, Hongchuan Zeng, Kai Yu, Lu Chen
2025 J jnl
MULTI: multimodal understanding leaderboard with text and images.
Sci. China Inf. Sci.
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
2025 — conf
MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation.
NAACL (System Demonstrations)
Zichen Zhu, Hao Tang, Yansi Li, Dingye Liu, Hongshen Xu, Kunyao Lan, Danyang Zhang, Yixuan Jiang, Hao Zhou, Chenrun Wang, Situo Zhang, Liangtai Sun, Yixiao Wang, Yuheng Sun, Lu Chen, Kai Yu
2025 — conf
NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering.
ACL (1)
Ruisheng Cao, Hanchong Zhang, Tiancheng Huang, Zhangyi Kang, Yuxin Zhang, Liangtai Sun, Hanqi Li, Yuxun Miao, Shuai Fan, Lu Chen, Kai Yu
2025 J jnl
NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering.
CoRR
Ruisheng Cao, Hanchong Zhang, Tiancheng Huang, Zhangyi Kang, Yuxin Zhang, Liangtai Sun, Hanqi Li, Yuxun Miao, Shuai Fan, Lu Chen, Kai Yu
2025 J jnl
Neuronal Activation States as Sample Embeddings for Data Selection in Task-Specific Instruction Tuning.
CoRR
Da Ma, Gonghu Shang, Zhi Chen, Libo Qin, Yijie Luo, Lei Pan, Shuai Fan, Lu Chen, Kai Yu
2025 J jnl
ProgRM: Build Better GUI Agents with Progress Rewards.
CoRR
Danyang Zhang, Situo Zhang, Ziyue Yang, Zichen Zhu, Zihan Zhao, Ruisheng Cao, Lu Chen, Kai Yu
2025 J jnl
Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning.
CoRR
Situo Zhang, Hanqi Li, Lu Chen, Zihan Zhao, Xuanze Lin, Zichen Zhu, Bo Chen, Xin Chen, Kai Yu
2025 A* conf
Reducing Tool Hallucination via Reliability Alignment.
ICML
Hongshen Xu, Zichen Zhu, Lei Pan, Zihan Wang, Su Zhu, Da Ma, Ruisheng Cao, Lu Chen, Kai Yu
2024 J jnl
A BiRGAT Model for Multi-intent Spoken Language Understanding with Hierarchical Semantic Frames.
CoRR
Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu
2024 Misc conf
A Birgat Model for Multi-Intent Spoken Language Understanding with Hierarchical Semantic Frames.
ICASSP
Hongshen Xu, Ruisheng Cao, Su Zhu, Sheng Jiang, Hanchong Zhang, Lu Chen, Kai Yu
2024 J jnl
AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures.
CoRR
Situo Zhang, Hankun Wang, Da Ma, Zichen Zhu, Lu Chen, Kunyao Lan, Kai Yu
2024 — conf
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference.
EMNLP (Findings)
Yang Han, Yiming Wang, Rui Wang, Lu Chen, Kai Yu
2024 J jnl
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference.
CoRR
Yang Han, Yiming Wang, Rui Wang, Lu Chen, Kai Yu
2024 J jnl
ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary.
CoRR
Yutong Li, Lu Chen, Aiwei Liu, Kai Yu, Lijie Wen
2024 J jnl
ChemDFM-X: Towards Large Multimodal Model for Chemistry.
CoRR
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
2024 J jnl
ChemDFM-X: towards large multimodal model for chemistry.
Sci. China Inf. Sci.
Zihan Zhao, Bo Chen, Jingpiao Li, Lu Chen, Liyang Wen, Pengyu Wang, Zichen Zhu, Danyang Zhang, Yansi Li, Zhongyang Dai, Xin Chen, Kai Yu
2024 J jnl
ChemDFM: Dialogue Foundation Model for Chemistry.
CoRR
Zihan Zhao, Da Ma, Lu Chen, Liangtai Sun, Zihao Li, Hongshen Xu, Zichen Zhu, Su Zhu, Shuai Fan, Guodong Shen, Xin Chen, Kai Yu
2024 — conf
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions.
NAACL-HLT
Hanchong Zhang, Ruisheng Cao, Hongshen Xu, Lu Chen, Kai Yu
2024 J jnl
CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions.
CoRR
Hanchong Zhang, Ruisheng Cao, Hongshen Xu, Lu Chen, Kai Yu
2024 J jnl
Compressing KV Cache for Long-Context LLM Inference with Inter-Layer Attention Similarity.
CoRR
Da Ma, Lu Chen, Situo Zhang, Yuxun Miao, Su Zhu, Zhi Chen, Hongshen Xu, Hanqi Li, Shuai Fan, Lei Pan, Kai Yu
2024 J jnl
Converging to a Lingua Franca: Evolution of Linguistic Regions and Semantics Alignment in Multilingual Large Language Models.
CoRR
Hongchuan Zeng, Senyu Han, Lu Chen, Kai Yu
2024 A* conf
Evolving Subnetwork Training for Large Language Models.
ICML
Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu
2024 J jnl
Evolving Subnetwork Training for Large Language Models.
CoRR
Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu
2024 J jnl
From Generalist to Specialist: A Survey of Large Language Models for Chemistry.
CoRR
Yang Han, Ziping Wan, Lu Chen, Kai Yu, Xin Chen
2024 A conf
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding.
WSDM
Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu
2024 J jnl
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding.
CoRR
Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu
2024 — conf
IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation.
ACL (1)
Senyu Han, Lu Chen, Li-Min Lin, Zhengshan Xu, Kai Yu
2024 J jnl
IBSEN: Director-Actor Agent Collaboration for Controllable and Interactive Drama Script Generation.
CoRR
Senyu Han, Lu Chen, Li-Min Lin, Zhengshan Xu, Kai Yu
2024 — conf
Is LLM a Reliable Reviewer? A Comprehensive Evaluation of LLM on Automatic Paper Reviewing Tasks.
LREC/COLING
Ruiyang Zhou, Lu Chen, Kai Yu
2024 Misc conf
Label-Aware Auxiliary Learning for Dialogue State Tracking.
ICASSP
Yuncong Liu, Lu Chen, Kai Yu
2024 J jnl
MULTI: Multimodal Understanding Leaderboard with Text and Images.
CoRR
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
2024 J jnl
MobA: A Two-Level Agent System for Efficient Mobile Task Automation.
CoRR
Zichen Zhu, Hao Tang, Yansi Li, Kunyao Lan, Yixuan Jiang, Hao Zhou, Yixiao Wang, Situo Zhang, Liangtai Sun, Lu Chen, Kai Yu
2024 — conf
Multilingual Brain Surgeon: Large Language Models Can Be Compressed Leaving No Language behind.
LREC/COLING
Hongchuan Zeng, Hongshen Xu, Lu Chen, Kai Yu
2024 J jnl
Multilingual Brain Surgeon: Large Language Models Can be Compressed Leaving No Language Behind.
CoRR
Hongchuan Zeng, Hongshen Xu, Lu Chen, Kai Yu
2024 J jnl
Reducing Tool Hallucination via Reliability Alignment.
CoRR
Hongshen Xu, Su Zhu, Zihan Wang, Hang Zheng, Da Ma, Ruisheng Cao, Shuai Fan, Lu Chen, Kai Yu
2024 J jnl
Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback.
CoRR
Hongshen Xu, Zichen Zhu, Da Ma, Situo Zhang, Shuai Fan, Lu Chen, Kai Yu
2024 J jnl
SciDFM: A Large Language Model with Mixture-of-Experts for Science.
CoRR
Liangtai Sun, Danyu Luo, Da Ma, Zihan Zhao, Baocai Chen, Zhennan Shen, Su Zhu, Lu Chen, Xin Chen, Kai Yu
2024 A* conf
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research.
AAAI
Liangtai Sun, Yang Han, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen, Kai Yu
2024 — conf
Sparsity-Accelerated Training for Large Language Models.
ACL (Findings)
Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu
2024 J jnl
Sparsity-Accelerated Training for Large Language Models.
CoRR
Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu
2024 A* conf
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
NeurIPS
Ruisheng Cao, Fangyu Lei, Haoyuan Wu, Jixuan Chen, Yeqiao Fu, Hongcheng Gao, Xinzhuang Xiong, Hanchong Zhang, Wenjing Hu, Yuchen Mao, Tianbao Xie, Hongshen Xu, Danyang Zhang, Sida I. Wang, Ruoxi Sun, Pengcheng Yin, Caiming Xiong, Ansong Ni, Qian Liu, Victor Zhong, Lu Chen, Kai Yu, Tao Yu
2024 J jnl
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
CoRR
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
2024 J jnl
Towards Reliable and Empathetic Depression-Diagnosis-Oriented Chats.
CoRR
Kunyao Lan, Cong Ming, Binwei Yao, Lu Chen, Mengyue Wu
2023 J jnl
A Heterogeneous Graph to Abstract Syntax Tree Framework for Text-to-SQL.
IEEE Trans. Pattern Anal. Mach. Intell.
Ruisheng Cao, Lu Chen, Jieyu Li, Hanchong Zhang, Hongshen Xu, Wangyou Zhang, Kai Yu
2023 — conf
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought.
EMNLP (Findings)
Hanchong Zhang, Ruisheng Cao, Lu Chen, Hongshen Xu, Kai Yu
2023 J jnl
ACT-SQL: In-Context Learning for Text-to-SQL with Automatically-Generated Chain-of-Thought.
CoRR
Hanchong Zhang, Ruisheng Cao, Lu Chen, Hongshen Xu, Kai Yu
2023 J jnl
ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL.
CoRR
Ruisheng Cao, Hanchong Zhang, Hongshen Xu, Jieyu Li, Da Ma, Lu Chen, Kai Yu
2023 — conf
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset.
ACL (Findings)
Hanchong Zhang, Jieyu Li, Lu Chen, Ruisheng Cao, Yunyan Zhang, Yu Huang, Yefeng Zheng, Kai Yu
2023 J jnl
CSS: A Large-scale Cross-schema Chinese Text-to-SQL Medical Dataset.
CoRR
Hanchong Zhang, Jieyu Li, Lu Chen, Ruisheng Cao, Yunyan Zhang, Yu Huang, Yefeng Zheng, Kai Yu
2023 — conf
Exploring Schema Generalizability of Text-to-SQL.
ACL (Findings)
Jieyu Li, Lu Chen, Ruisheng Cao, Su Zhu, Hongshen Xu, Zhi Chen, Hanchong Zhang, Kai Yu
2023 A conf
How ChatGPT is Robust for Spoken Language Understanding?
INTERSPEECH
Guangpeng Li, Lu Chen, Kai Yu
2023 J jnl
Large Language Model Is Semi-Parametric Reinforcement Learning Agent.
CoRR
Danyang Zhang, Lu Chen, Situo Zhang, Hongshen Xu, Zihan Zhao, Kai Yu
2023 A* conf
Large Language Models Are Semi-Parametric Reinforcement Learning Agents.
NeurIPS
Danyang Zhang, Lu Chen, Situo Zhang, Hongshen Xu, Zihan Zhao, Kai Yu
2023 J jnl
Mobile-Env: A Universal Platform for Training and Evaluation of Mobile Interaction.
CoRR
Danyang Zhang, Lu Chen, Kai Yu
2023 J jnl
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue.
Trans. Assoc. Comput. Linguistics
Zhi Chen, Yuncong Liu, Lu Chen, Su Zhu, Mengyue Wu, Kai Yu
2023 J jnl
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research.
CoRR
Liangtai Sun, Yang Han, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen, Kai Yu
2022 A* conf
AdapterShare: Task Correlation Modeling with Adapter Differentiation.
EMNLP
Zhi Chen, Bei Chen, Lu Chen, Kai Yu, Jian-Guang Lou
2022 A* conf
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat.
EMNLP
Binwei Yao, Chao Shi, Likai Zou, Lingfeng Dai, Mengyue Wu, Lu Chen, Zhen Wang, Kai Yu
2022 J jnl
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat.
CoRR
Binwei Yao, Chao Shi, Likai Zou, Lingfeng Dai, Mengyue Wu, Lu Chen, Zhen Wang, Kai Yu
2022 J jnl
DialogZoo: Large-Scale Dialog-Oriented Task Learning.
CoRR
Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu
2022 Misc conf
LatticeBART: Lattice-to-Lattice Pre-Training for Speech Recognition.
ICASSP
Lingfeng Dai, Lu Chen, Zhikai Zhou, Kai Yu
2022 A* conf
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI.
EMNLP
Liangtai Sun, Xingyu Chen, Lu Chen, Tianle Dai, Zichen Zhu, Kai Yu
2022 J jnl
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI.
CoRR
Liangtai Sun, Xingyu Chen, Lu Chen, Tianle Dai, Zichen Zhu, Kai Yu
2022 J jnl
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue.
CoRR
Zhi Chen, Yuncong Liu, Lu Chen, Su Zhu, Mengyue Wu, Kai Yu
2022 — conf
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages.
NAACL-HLT
Zihan Zhao, Lu Chen, Ruisheng Cao, Hongshen Xu, Xingyu Chen, Kai Yu
2022 J jnl
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages.
CoRR
Zihan Zhao, Lu Chen, Ruisheng Cao, Hongshen Xu, Xingyu Chen, Kai Yu
2022 B conf
UniDU: Towards A Unified Generative Dialogue Understanding Framework.
SIGDIAL
Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu
2022 J jnl
UniDU: Towards A Unified Generative Dialogue Understanding Framework.
CoRR
Zhi Chen, Lu Chen, Bei Chen, Libo Qin, Yuncong Liu, Su Zhu, Jian-Guang Lou, Kai Yu
2021 — conf
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL.
ACL/IJCNLP (Findings)
Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu
2021 J jnl
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL.
CoRR
Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu
2021 — conf
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF.
NLPCC (1)
Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu
2021 J jnl
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF.
CoRR
Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu
2021 — conf
Glyph Enhanced Chinese Character Pre-Training for Lexical Sememe Prediction.
EMNLP (Findings)
Boer Lyu, Lu Chen, Kai Yu
2021 A* conf
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching.
AAAI
Boer Lyu, Lu Chen, Su Zhu, Kai Yu
2021 J jnl
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching.
CoRR
Boer Lyu, Lu Chen, Su Zhu, Kai Yu
2021 — conf
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations.
ACL/IJCNLP (1)
Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, Kai Yu
2021 J jnl
LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations.
CoRR
Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, Kai Yu
2021 — conf
Relation-Aware Multi-hop Reasoning forVisual Dialog.
NLPCC (1)
Yao Zhao, Lu Chen, Kai Yu
2021 — conf
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser.
NAACL-HLT
Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu
2021 J jnl
ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser.
CoRR
Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu
2021 — conf
WebSRC: A Dataset for Web-Based Structural Reading Comprehension.
EMNLP (1)
Xingyu Chen, Zihan Zhao, Lu Chen, Jiabao Ji, Danyang Zhang, Ao Luo, Yuxuan Xiong, Kai Yu
2021 J jnl
WebSRC: A Dataset for Web-Based Structural Reading Comprehension.
CoRR
Lu Chen, Xingyu Chen, Zihan Zhao, Danyang Zhang, Jiabao Ji, Ao Luo, Yuxuan Xiong, Kai Yu
2020 Misc conf
Addressing the Polysemy Problem in Language Modeling with Attentional Multi-Sense Embeddings.
ICASSP
Rao Ma, Lesheng Jin, Qi Liu, Lu Chen, Kai Yu
2020 — conf
An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models.
NLPCC (1)
Zihan Zhao, Yuncong Liu, Lu Chen, Qi Liu, Rao Ma, Kai Yu
2020 J jnl
An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models.
CoRR
Zihan Zhao, Yuncong Liu, Lu Chen, Qi Liu, Rao Ma, Kai Yu
2020 J jnl
CREDIT: Coarse-to-Fine Sequence Generation for Dialogue State Tracking.
CoRR
Zhi Chen, Lu Chen, Zihan Xu, Yanbin Zhao, Su Zhu, Kai Yu
2020 J jnl
Deep Reinforcement Learning for On-line Dialogue State Tracking.
CoRR
Zhi Chen, Lu Chen, Xiang Zhou, Kai Yu
2020 J jnl
Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management.
CoRR
Zhi Chen, Lu Chen, Xiaoyuan Liu, Kai Yu
2020 J jnl
Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management.
IEEE ACM Trans. Audio Speech Lang. Process.
Zhi Chen, Lu Chen, Xiaoyuan Liu, Kai Yu
2020 J jnl
Dual Learning for Dialogue State Tracking.
CoRR
Zhi Chen, Lu Chen, Yanbin Zhao, Su Zhu, Kai Yu
2020 — conf
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking.
EMNLP (Findings)
Su Zhu, Jieyu Li, Lu Chen, Kai Yu
2020 J jnl
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking.
CoRR
Su Zhu, Jieyu Li, Lu Chen, Kai Yu
2020 A conf
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding.
INTERSPEECH
Chen Liu, Su Zhu, Zijian Zhao, Ruisheng Cao, Lu Chen, Kai Yu
2020 J jnl
Jointly Encoding Word Confusion Network and Dialogue Context with BERT for Spoken Language Understanding.
CoRR
Chen Liu, Su Zhu, Zijian Zhao, Ruisheng Cao, Lu Chen, Kai Yu
2020 A* conf
Line Graph Enhanced AMR-to-Text Generation with Mix-Order Graph Attention Networks.
ACL
Yanbin Zhao, Lu Chen, Zhi Chen, Ruisheng Cao, Su Zhu, Kai Yu
2020 — conf
Memory Attention Neural Network for Multi-domain Dialogue State Tracking.
NLPCC (1)
Zihan Xu, Zhi Chen, Lu Chen, Su Zhu, Kai Yu
2020 A* conf
Neural Graph Matching Networks for Chinese Short Text Matching.
ACL
Lu Chen, Yanbin Zhao, Boer Lyu, Lesheng Jin, Zhi Chen, Su Zhu, Kai Yu
2020 Misc conf
Neural Lattice Search for Speech Recognition.
ICASSP
Rao Ma, Hao Li, Qi Liu, Lu Chen, Kai Yu
2020 — conf
Robust Spoken Language Understanding with RL-Based Value Error Recovery.
NLPCC (1)
Chen Liu, Su Zhu, Lu Chen, Kai Yu
2020 J jnl
Robust Spoken Language Understanding with RL-based Value Error Recovery.
CoRR
Chen Liu, Su Zhu, Lu Chen, Kai Yu
2020 A* conf
Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks.
AAAI
Lu Chen, Boer Lv, Chi Wang, Su Zhu, Bowen Tan, Kai Yu
2020 A* conf
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders.
AAAI
Yanbin Zhao, Lu Chen, Zhi Chen, Kai Yu
2020 J jnl
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders.
CoRR
Yanbin Zhao, Lu Chen, Zhi Chen, Kai Yu
2020 J jnl
Structured Hierarchical Dialogue Policy with Graph Neural Networks.
CoRR
Zhi Chen, Xiaoyuan Liu, Lu Chen, Kai Yu
2020 A* conf
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing.
ACL
Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen, Kai Yu
2020 J jnl
Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing.
CoRR
Ruisheng Cao, Su Zhu, Chenyu Yang, Chen Liu, Rao Ma, Yanbin Zhao, Lu Chen, Kai Yu
2020 J jnl
Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding.
CoRR
Su Zhu, Ruisheng Cao, Lu Chen, Kai Yu
2019 J jnl
AgentGraph: Toward Universal Dialogue Management With Structured Deep Reinforcement Learning.
IEEE ACM Trans. Audio Speech Lang. Process.
Lu Chen, Zhi Chen, Bowen Tan, Sishan Long, Milica Gasic, Kai Yu
2019 J jnl
AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning.
CoRR
Lu Chen, Zhi Chen, Bowen Tan, Sishan Long, Milica Gasic, Kai Yu
2018 — conf
Cost-Sensitive Active Learning for Dialogue State Tracking.
SIGDIAL Conference
Kaige Xie, Cheng Chang, Liliang Ren, Lu Chen, Kai Yu
2018 Misc conf
Policy Adaptation for Deep Reinforcement Learning-Based Dialogue Management.
ICASSP
Lu Chen, Cheng Chang, Zhi Chen, Bowen Tan, Milica Gasic, Kai Yu
2018 B conf
Structured Dialogue Policy with Graph Neural Networks.
COLING
Lu Chen, Bowen Tan, Sishan Long, Kai Yu
2018 A* conf
Towards Universal Dialogue State Tracking.
EMNLP
Liliang Ren, Kaige Xie, Lu Chen, Kai Yu
2018 J jnl
Towards Universal Dialogue State Tracking.
CoRR
Liliang Ren, Kaige Xie, Lu Chen, Kai Yu
2017 A* conf
Affordable On-line Dialogue Policy Learning.
EMNLP
Cheng Chang, Runzhe Yang, Lu Chen, Xiang Zhou, Kai Yu
2017 A* conf
Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning.
EMNLP
Lu Chen, Xiang Zhou, Cheng Chang, Runzhe Yang, Kai Yu
2017 — conf
On-line Dialogue Policy Learning with Companion Teaching.
EACL (2)
Lu Chen, Runzhe Yang, Cheng Chang, Zihao Ye, Xiang Zhou, Kai Yu
2016 J jnl
Evolvable dialogue state tracking for statistical dialogue management.
Frontiers Comput. Sci.
Kai Yu, Lu Chen, Kai Sun, Qizhe Xie, Su Zhu
2016 A conf
Hybrid Dialogue State Tracking for Real World Human-to-Human Dialogues.
INTERSPEECH
Kai Sun, Su Zhu, Lu Chen, Siqiu Yao, Xueyang Wu, Kai Yu
2015 J jnl
Constrained Markov Bayesian Polynomial for Efficient Dialogue State Tracking.
IEEE ACM Trans. Audio Speech Lang. Process.
Kai Yu, Kai Sun, Lu Chen, Su Zhu
2015 — conf
Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management.
SIGDIAL Conference
Lu Chen, Pei-Hao Su, Milica Gasic
2015 — conf
Recurrent Polynomial Network for Dialogue State Tracking with Mismatched Semantic Parsers.
SIGDIAL Conference
Qizhe Xie, Kai Sun, Su Zhu, Lu Chen, Kai Yu
2014 — conf
A generalized rule based tracker for dialogue state tracking.
SLT
Kai Sun, Lu Chen, Su Zhu, Kai Yu
2014 — conf
Semantic parser enhancement for dialogue domain extension with little data.
SLT
Su Zhu, Lu Chen, Kai Sun, Da Zheng, Kai Yu
2014 — conf
The SJTU System for Dialog State Tracking Challenge 2.
SIGDIAL Conference
Kai Sun, Lu Chen, Su Zhu, Kai Yu