Lu Chen

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 80

Top Topics

Topological Information

Semantic Parser

Top Venues

Publications

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)
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 (2024)
Ruiyang Zhou, Lu Chen, Kai Yu
Is LLM a Reliable Reviewer? A Comprehensive Evaluation of LLM on Automatic Paper Reviewing Tasks. LREC/COLING (2024)
Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding. CoRR (2024)
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 (2024)
Hongchuan Zeng, Hongshen Xu, Lu Chen, Kai Yu
Multilingual Brain Surgeon: Large Language Models Can Be Compressed Leaving No Language behind. LREC/COLING (2024)
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)
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)
Hongchuan Zeng, Hongshen Xu, Lu Chen, Kai Yu
Multilingual Brain Surgeon: Large Language Models Can be Compressed Leaving No Language Behind. CoRR (2024)
Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu
Evolving Subnetwork Training for Large Language Models. CoRR (2024)
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)
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 (2024)
Kunyao Lan, Cong Ming, Binwei Yao, Lu Chen, Mengyue Wu
Towards Reliable and Empathetic Depression-Diagnosis-Oriented Chats. CoRR (2024)
Yutong Li, Lu Chen, Aiwei Liu, Kai Yu, Lijie Wen
ChatCite: LLM Agent with Human Workflow Guidance for Comparative Literature Summary. CoRR (2024)
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)
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 (2024)
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 (2024)
Jieyu Li, Lu Chen, Ruisheng Cao, Su Zhu, Hongshen Xu, Zhi Chen, Hanchong Zhang, Kai Yu
On the Structural Generalization in Text-to-SQL. CoRR (2023)
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) (2023)
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 (2023)
Danyang Zhang, Lu Chen, Kai Yu
Mobile-Env: A Universal Platform for Training and Evaluation of Mobile Interaction. CoRR (2023)
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 (2022)
Zihan Zhao, Lu Chen, Ruisheng Cao, Hongshen Xu, Xingyu Chen, Kai Yu
TIE: Topological Information Enhanced Structural Reading Comprehension on Web Pages. CoRR (2022)
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 (2022)
Zhi Chen, Bei Chen, Lu Chen, Kai Yu, Jian-Guang Lou
AdapterShare: Task Correlation Modeling with Adapter Differentiation. EMNLP (2022)
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 (2022)
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 (2022)
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)
Liangtai Sun, Xingyu Chen, Lu Chen, Tianle Dai, Zichen Zhu, Kai Yu
META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI. CoRR (2022)
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)
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 (2021)
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 (2021)
Boer Lyu, Lu Chen, Su Zhu, Kai Yu
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching. AAAI (2021)
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)
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 (2021)
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)
Boer Lyu, Lu Chen, Su Zhu, Kai Yu
LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching. CoRR (2021)
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)
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)
Boer Lyu, Lu Chen, Kai Yu
Glyph Enhanced Chinese Character Pre-Training for Lexical Sememe Prediction. EMNLP (Findings) (2021)
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 (2021)
Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu
Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF. CoRR (2021)
Yao Zhao, Lu Chen, Kai Yu
Relation-Aware Multi-hop Reasoning forVisual Dialog. NLPCC (1) (2021)
Su Zhu, Jieyu Li, Lu Chen, Kai Yu
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking. CoRR (2020)
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 (2020)
Yanbin Zhao, Lu Chen, Zhi Chen, Kai Yu
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders. CoRR (2020)
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 (2020)
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 (2020)
Chen Liu, Su Zhu, Lu Chen, Kai Yu
Robust Spoken Language Understanding with RL-based Value Error Recovery. CoRR (2020)
Su Zhu, Ruisheng Cao, Lu Chen, Kai Yu
Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding. CoRR (2020)
Zhi Chen, Lu Chen, Xiang Zhou, Kai Yu
Deep Reinforcement Learning for On-line Dialogue State Tracking. CoRR (2020)
Rao Ma, Lesheng Jin, Qi Liu, Lu Chen, Kai Yu
Addressing the Polysemy Problem in Language Modeling with Attentional Multi-Sense Embeddings. ICASSP (2020)
Zihan Xu, Zhi Chen, Lu Chen, Su Zhu, Kai Yu
Memory Attention Neural Network for Multi-domain Dialogue State Tracking. NLPCC (1) (2020)
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)
Chen Liu, Su Zhu, Lu Chen, Kai Yu
Robust Spoken Language Understanding with RL-Based Value Error Recovery. NLPCC (1) (2020)
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)
Zhi Chen, Lu Chen, Yanbin Zhao, Su Zhu, Kai Yu
Dual Learning for Dialogue State Tracking. CoRR (2020)
Zhi Chen, Lu Chen, Zihan Xu, Yanbin Zhao, Su Zhu, Kai Yu
CREDIT: Coarse-to-Fine Sequence Generation for Dialogue State Tracking. CoRR (2020)
Zhi Chen, Lu Chen, Xiaoyuan Liu, Kai Yu
Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management. CoRR (2020)
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)
Zhi Chen, Xiaoyuan Liu, Lu Chen, Kai Yu
Structured Hierarchical Dialogue Policy with Graph Neural Networks. CoRR (2020)
Yanbin Zhao, Lu Chen, Zhi Chen, Kai Yu
Semi-Supervised Text Simplification with Back-Translation and Asymmetric Denoising Autoencoders. AAAI (2020)
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)
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 (2020)
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)
Rao Ma, Hao Li, Qi Liu, Lu Chen, Kai Yu
Neural Lattice Search for Speech Recognition. ICASSP (2020)
Su Zhu, Jieyu Li, Lu Chen, Kai Yu
Efficient Context and Schema Fusion Networks for Multi-Domain Dialogue State Tracking. EMNLP (Findings) (2020)
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)
Lu Chen, Zhi Chen, Bowen Tan, Sishan Long, Milica Gasic, Kai Yu
AgentGraph: Towards Universal Dialogue Management with Structured Deep Reinforcement Learning. CoRR (2019)
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) (2019)
Liliang Ren, Kaige Xie, Lu Chen, Kai Yu
Towards Universal Dialogue State Tracking. EMNLP (2018)
Lu Chen, Bowen Tan, Sishan Long, Kai Yu
Structured Dialogue Policy with Graph Neural Networks. COLING (2018)
Liliang Ren, Kaige Xie, Lu Chen, Kai Yu
Towards Universal Dialogue State Tracking. CoRR (2018)
Lu Chen, Cheng Chang, Zhi Chen, Bowen Tan, Milica Gasic, Kai Yu
Policy Adaptation for Deep Reinforcement Learning-Based Dialogue Management. ICASSP (2018)
Kaige Xie, Cheng Chang, Liliang Ren, Lu Chen, Kai Yu
Cost-Sensitive Active Learning for Dialogue State Tracking. SIGDIAL Conference (2018)
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)
Lu Chen, Runzhe Yang, Cheng Chang, Zihao Ye, Xiang Zhou, Kai Yu
On-line Dialogue Policy Learning with Companion Teaching. EACL (2) (2017)
Cheng Chang, Runzhe Yang, Lu Chen, Xiang Zhou, Kai Yu
Affordable On-line Dialogue Policy Learning. EMNLP (2017)
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)
Kai Yu, Lu Chen, Kai Sun, Qizhe Xie, Su Zhu
Evolvable dialogue state tracking for statistical dialogue management. Frontiers Comput. Sci. 10 (2) (2016)
Lu Chen, Pei-Hao Su, Milica Gasic
Hyper-parameter Optimisation of Gaussian Process Reinforcement Learning for Statistical Dialogue Management. SIGDIAL Conference (2015)
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) (2015)
Qizhe Xie, Kai Sun, Su Zhu, Lu Chen, Kai Yu
Recurrent Polynomial Network for Dialogue State Tracking with Mismatched Semantic Parsers. SIGDIAL Conference (2015)
Su Zhu, Lu Chen, Kai Sun, Da Zheng, Kai Yu
Semantic parser enhancement for dialogue domain extension with little data. SLT (2014)
Kai Sun, Lu Chen, Su Zhu, Kai Yu
A generalized rule based tracker for dialogue state tracking. SLT (2014)
Kai Sun, Lu Chen, Su Zhu, Kai Yu
The SJTU System for Dialog State Tracking Challenge 2. SIGDIAL Conference (2014)