Yang Deng

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 90

Top Topics

Question Answering

Conversational Agents

Relation Extraction

Top Venues

ACM Trans. Inf. Syst.

Publications

Nuo Chen, Yang Deng, Jia Li
The Oscars of AI Theater: A Survey on Role-Playing with Language Models. CoRR (2024)
Tong Zhang, Chen Huang, Yang Deng, Hongru Liang, Jia Liu, Zujie Wen, Wenqiang Lei, Tat-Seng Chua
Strength Lies in Differences! Towards Effective Non-collaborative Dialogues via Tailored Strategy Planning. CoRR (2024)
Yang Deng, Lizi Liao, Zhonghua Zheng, Grace Hui Yang, Tat-Seng Chua
Towards Human-centered Proactive Conversational Agents. CoRR (2024)
An Zhang, Yang Deng, Yankai Lin, Xu Chen, Ji-Rong Wen, Tat-Seng Chua
Large Language Model Powered Agents for Information Retrieval. SIGIR (2024)
Yang Deng, An Zhang, Yankai Lin, Xu Chen, Ji-Rong Wen, Tat-Seng Chua
Large Language Model Powered Agents in the Web. WWW (Companion Volume) (2024)
Haohao Luo, Yang Deng, Ying Shen, See-Kiong Ng, Tat-Seng Chua
Chain-of-Exemplar: Enhancing Distractor Generation for Multimodal Educational Question Generation. ACL (1) (2024)
Yang Deng, Wenxuan Zhang, Weiwen Xu, Ying Shen, Wai Lam
Nonfactoid Question Answering as Query-Focused Summarization With Graph-Enhanced Multihop Inference. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Yue Chen, Chen Huang, Yang Deng, Wenqiang Lei, Dingnan Jin, Jia Liu, Tat-Seng Chua
STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents. CoRR (2024)
Hongru Wang, Wenyu Huang, Yang Deng, Rui Wang, Zezhong Wang, Yufei Wang, Fei Mi, Jeff Z. Pan, Kam-Fai Wong
UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems. CoRR (2024)
Xuan Zhang, Yang Deng, Zifeng Ren, See-Kiong Ng, Tat-Seng Chua
Ask-before-Plan: Proactive Language Agents for Real-World Planning. CoRR (2024)
Yang Deng, Yong Zhao, Moxin Li, See-Kiong Ng, Tat-Seng Chua
Gotcha! Don't trick me with unanswerable questions! Self-aligning Large Language Models for Responding to Unknown Questions. CoRR (2024)
Yang Deng, Lizi Liao, Zhonghua Zheng, Grace Hui Yang, Tat-Seng Chua
Towards Human-centered Proactive Conversational Agents. SIGIR (2024)
Hao Li, Chenghao Yang, An Zhang, Yang Deng, Xiang Wang, Tat-Seng Chua
Hello Again! LLM-powered Personalized Agent for Long-term Dialogue. CoRR (2024)
Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models. ACL (1) (2024)
Zhonghua Zheng, Lizi Liao, Yang Deng, Libo Qin, Liqiang Nie
Self-chats from Large Language Models Make Small Emotional Support Chatbot Better. ACL (1) (2024)
Chuang Li, Yang Deng, Hengchang Hu, Min-Yen Kan, Haizhou Li
Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems. CoRR (2024)
Yang Deng, Xuan Zhang, Wenxuan Zhang, Yifei Yuan, See-Kiong Ng, Tat-Seng Chua
On the Multi-turn Instruction Following for Conversational Web Agents. CoRR (2024)
Yue Chen, Chen Huang, Yang Deng, Wenqiang Lei, Dingnan Jin, Jia Liu, Tat-Seng Chua
STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents. ACL (Findings) (2024)
Liang Chen, Yatao Bian, Yang Deng, Deng Cai, Shuaiyi Li, Peilin Zhao, Kam-Fai Wong
WatME: Towards Lossless Watermarking Through Lexical Redundancy. ACL (1) (2024)
Xiaoyan Zhao, Yang Deng, Min Yang, Lingzhi Wang, Rui Zhang, Hong Cheng, Wai Lam, Ying Shen, Ruifeng Xu
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers. ACM Comput. Surv. 56 (11) (2024)
Chenhe Dong, Ying Shen, Shiyang Lin, Zhenzhou Lin, Yang Deng
A Unified Framework for Contextual and Factoid Question Generation. IEEE Trans. Knowl. Data Eng. 36 (1) (2024)
Huy Dao, Yang Deng, Dung D. Le, Lizi Liao
Broadening the View: Demonstration-augmented Prompt Learning for Conversational Recommendation. SIGIR (2024)
Yang Deng, Xuan Zhang, Wenxuan Zhang, Yifei Yuan, See-Kiong Ng, Tat-Seng Chua
On the Multi-turn Instruction Following for Conversational Web Agents. ACL (1) (2024)
Weixiang Zhao, Yulin Hu, Zhuojun Li, Yang Deng, Yanyan Zhao, Bing Qin, Tat-Seng Chua
Towards Comprehensive and Efficient Post Safety Alignment of Large Language Models via Safety Patching. CoRR (2024)
Shuaiyi Li, Yang Deng, Deng Cai, Hongyuan Lu, Liang Chen, Wai Lam
Consecutive Model Editing with Batch alongside HooK Layers. CoRR (2024)
Chen Huang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Ido Dagan
Selective Annotation via Data Allocation: These Data Should Be Triaged to Experts for Annotation Rather Than the Model. CoRR (2024)
Chen Huang, Peixin Qin, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua
Concept - An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors. CoRR (2024)
Yang Deng, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents. ICLR (2024)
Chen Huang, Xinwei Yang, Yang Deng, Wenqiang Lei, Jiancheng Lv, Tat-Seng Chua
Co-Matching: Towards Human-Machine Collaborative Legal Case Matching. CoRR (2024)
Tong Zhang, Peixin Qin, Yang Deng, Chen Huang, Wenqiang Lei, Junhong Liu, Dingnan Jin, Hongru Liang, Tat-Seng Chua
CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models. CoRR (2024)
Yang Deng, Wenxuan Zhang, Yifei Yuan, Wai Lam
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations. ACL (1) (2023)
Yang Deng, Wenxuan Zhang, Qian Yu, Wai Lam
Product Question Answering in E-Commerce: A Survey. ACL (1) (2023)
Yang Deng, Wenqiang Lei, Lizi Liao, Tat-Seng Chua
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration. CoRR (2023)
Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua
A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. CoRR (2023)
Yang Deng, Wenxuan Zhang, Qian Yu, Wai Lam
Product Question Answering in E-Commerce: A Survey. CoRR (2023)
Weiwen Xu, Xin Li, Yang Deng, Wai Lam, Lidong Bing
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks. ACL (1) (2023)
Yang Deng, Wenxuan Zhang, Yifei Yuan, Wai Lam
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations. CoRR (2023)
Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Shuaiyi Li, Yang Deng, Wai Lam
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text. EMNLP (Findings) (2023)
Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems. ACM Trans. Inf. Syst. 41 (3) (2023)
Yifei Yuan, Wenxuan Zhang, Yang Deng, Wai Lam
Multimodal Fashion Knowledge Extraction as Captioning. SIGIR-AP (2023)
Shuaiyi Li, Yang Deng, Wai Lam
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text. CoRR (2023)
Yang Deng, Shuaiyi Li, Wai Lam
Learning to Ask Clarification Questions with Spatial Reasoning. SIGIR (2023)
Zhonghua Zheng, Lizi Liao, Yang Deng, Liqiang Nie
Building Emotional Support Chatbots in the Era of LLMs. CoRR (2023)
Yang Deng, Yaliang Li, Bolin Ding, Wai Lam
Leveraging Long Short-Term User Preference in Conversational Recommendation via Multi-agent Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua
Goal Awareness for Conversational AI: Proactivity, Non-collaborativity, and Beyond. ACL (tutorial) (2023)
Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua
A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. IJCAI (2023)
Yifei Yuan, Wenxuan Zhang, Yang Deng, Wai Lam
Social Media Fashion Knowledge Extraction as Captioning. CoRR (2023)
Yang Deng, Wenxuan Zhang, Wai Lam, Hong Cheng, Helen Meng
User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems. WWW (2022)
Yang Deng, Yaliang Li, Wenxuan Zhang, Bolin Ding, Wai Lam
Toward Personalized Answer Generation in E-Commerce via Multi-perspective Preference Modeling. ACM Trans. Inf. Syst. 40 (4) (2022)
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Wai Lam, Ying Shen
Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge. ACM Trans. Inf. Syst. 40 (1) (2022)
Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems. CoRR (2022)
Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. CoRR (2022)
Weiwen Xu, Xin Li, Yang Deng, Lidong Bing, Wai Lam
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks. CoRR (2022)
Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. EMNLP (2022)
Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. EMNLP (2022)
Yang Deng, Wenxuan Zhang, Wai Lam
Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation. W-NUT (2021)
Wenxuan Zhang, Yang Deng, Xin Li, Yifei Yuan, Lidong Bing, Wai Lam
Aspect Sentiment Quad Prediction as Paraphrase Generation. EMNLP (1) (2021)
Yang Deng, Yaliang Li, Fei Sun, Bolin Ding, Wai Lam
Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning. SIGIR (2021)
Wenxuan Zhang, Yang Deng, Xin Li, Yifei Yuan, Lidong Bing, Wai Lam
Aspect Sentiment Quad Prediction as Paraphrase Generation. CoRR (2021)
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Wai Lam, Ying Shen
Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge. CoRR (2021)
Yuexiang Xie, Fei Sun, Yang Deng, Yaliang Li, Bolin Ding
Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation. CoRR (2021)
Yang Deng, Yaliang Li, Fei Sun, Bolin Ding, Wai Lam
Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning. CoRR (2021)
Yang Deng, Wenxuan Zhang, Wai Lam
Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation. CoRR (2021)
Yang Deng, Yaliang Li, Wenxuan Zhang, Bolin Ding, Wai Lam
Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling. CoRR (2021)
Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam
Towards Generative Aspect-Based Sentiment Analysis. ACL/IJCNLP (2) (2021)
Yuexiang Xie, Fei Sun, Yang Deng, Yaliang Li, Bolin Ding
Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation. EMNLP (Findings) (2021)
Wenxuan Zhang, Wai Lam, Yang Deng, Jing Ma
Review-guided Helpful Answer Identification in E-commerce. CoRR (2020)
Yang Deng, Wenxuan Zhang, Wai Lam
Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response Selection. COLING (2020)
Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang, Ying Shen
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering. AAAI (2020)
Yang Deng, Dagang Li, Qiang Zhang, Ying Shen
Medical Big Data Mining: Joint Symptom Name Recognition and Severity Estimation. BIBM (2020)
Yang Deng, Wenxuan Zhang, Wai Lam
Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce. CIKM (2020)
Wenxuan Zhang, Yang Deng, Wai Lam
Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling. SIGIR (2020)
Wenxuan Zhang, Yang Deng, Wai Lam
Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling. CoRR (2020)
Wenxuan Zhang, Yang Deng, Jing Ma, Wai Lam
AnswerFact: Fact Checking in Product Question Answering. EMNLP (1) (2020)
Yang Deng, Wenxuan Zhang, Wai Lam
Multi-hop Inference for Question-driven Summarization. CoRR (2020)
Yang Deng, Wenxuan Zhang, Wai Lam
Multi-hop Inference for Question-driven Summarization. EMNLP (1) (2020)
Yang Deng, Ziyao Xu, Li Zhou, Huanping Liu, Anqi Huang
Research on AI Composition Recognition Based on Music Rules. CoRR (2020)
Wenxuan Zhang, Wai Lam, Yang Deng, Jing Ma
Review-guided Helpful Answer Identification in E-commerce. WWW (2020)
Yang Deng, Wenxuan Zhang, Yaliang Li, Min Yang, Wai Lam, Ying Shen
Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization. SIGIR (2020)
Yang Deng, Wenxuan Zhang, Wai Lam
Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce. CoRR (2020)
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering. AAAI (2019)
Yang Deng, Yaliang Li, Ying Shen, Nan Du, Wei Fan, Min Yang, Kai Lei
MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data. CIKM (2019)
Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang, Ying Shen
Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering. CoRR (2019)
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering. CoRR (2018)
Ying Shen, Yang Deng, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei
Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs. SIGIR (2018)
Ying Shen, Yang Deng, Jin Zhang, Yaliang Li, Nan Du, Wei Fan, Min Yang, Kai Lei
IDDAT: An Ontology-Driven Decision Support System for Infectious Disease Diagnosis and Therapy. ICDM Workshops (2018)
Yang Deng, Yaliang Li, Nan Du, Wei Fan, Ying Shen, Kai Lei
When Truth Discovery Meets Medical Knowledge Graph: Estimating Trustworthiness Degree for Medical Knowledge Condition. CoRR (2018)
Yang Deng, Ying Shen, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge. COLING (2018)
Ying Shen, Yaliang Li, Yang Deng, Jin Zhang, Min Yang, Jinsong Chen, Shangchun Si, Kai Lei
Gastroenterology Ontology Construction Using Synonym Identification and Relation Extraction. IEEE Access 6 (2018)