Yang Deng

According to our database, Yang Deng authored at least 65 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A Unified Framework for Contextual and Factoid Question Generation.

Chenhe Dong, Ying Shen, Shiyang Lin, Zhenzhou Lin, Yang Deng

IEEE Trans. Knowl. Data Eng., January, 2024

On the Multi-turn Instruction Following for Conversational Web Agents.

Yang Deng, Xuan Zhang, Wenxuan Zhang, Yifei Yuan, See-Kiong Ng, Tat-Seng Chua

CoRR, 2024

UniMS-RAG: A Unified Multi-source Retrieval-Augmented Generation for Personalized Dialogue Systems.

Hongru Wang, Wenyu Huang, Yang Deng, Rui Wang, Zezhong Wang, Yufei Wang, Fei Mi, Jeff Z. Pan, Kam-Fai Wong

CoRR, 2024

2023

A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges.

Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam

IEEE Trans. Knowl. Data Eng., November, 2023

Leveraging Long Short-Term User Preference in Conversational Recommendation via Multi-agent Reinforcement Learning.

Yang Deng, Yaliang Li, Bolin Ding, Wai Lam

IEEE Trans. Knowl. Data Eng., November, 2023

A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems.

Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam

ACM Trans. Inf. Syst., 2023

Towards Goal-oriented Intelligent Tutoring Systems in Online Education.

Yang Deng, Zifeng Ren, An Zhang, Wenqiang Lei, Tat-Seng Chua

CoRR, 2023

X-Mark: Towards Lossless Watermarking Through Lexical Redundancy.

Liang Chen, Yatao Bian, Yang Deng, Shuaiyi Li, Bingzhe Wu, Peilin Zhao, Kam-Fai Wong

CoRR, 2023

Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents.

Yang Deng, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua

CoRR, 2023

On Generative Agents in Recommendation.

An Zhang, Leheng Sheng, Yuxin Chen, Hao Li, Yang Deng, Xiang Wang, Tat-Seng Chua

CoRR, 2023

Social Media Fashion Knowledge Extraction as Captioning.

Yifei Yuan, Wenxuan Zhang, Yang Deng, Wai Lam

CoRR, 2023

Enhancing Large Language Model Induced Task-Oriented Dialogue Systems Through Look-Forward Motivated Goals.

Zhiyuan Hu, Yue Feng, Yang Deng, Zekun Li, See-Kiong Ng, Anh Tuan Luu, Bryan Hooi

CoRR, 2023

Building Emotional Support Chatbots in the Era of LLMs.

Zhonghua Zheng, Lizi Liao, Yang Deng, Liqiang Nie

CoRR, 2023

A Comprehensive Survey on Deep Learning for Relation Extraction: Recent Advances and New Frontiers.

Xiaoyan Zhao, Yang Deng, Min Yang, Lingzhi Wang, Rui Zhang, Hong Cheng, Wai Lam, Ying Shen, Ruifeng Xu

CoRR, 2023

Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration.

Yang Deng, Wenqiang Lei, Lizi Liao, Tat-Seng Chua

CoRR, 2023

Learning to Ask Clarification Questions with Spatial Reasoning.

Yang Deng, Shuaiyi Li, Wai Lam

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2023

Rethinking Conversational Agents in the Era of LLMs: Proactivity, Non-collaborativity, and Beyond.

Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

Multimodal Fashion Knowledge Extraction as Captioning.

Yifei Yuan, Wenxuan Zhang, Yang Deng, Wai Lam

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects.

Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Unifying Text, Tables, and Images for Multimodal Question Answering.

Haohao Luo, Ying Shen, Yang Deng

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text.

Shuaiyi Li, Yang Deng, Wai Lam

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Attack Prompt Generation for Red Teaming and Defending Large Language Models.

Boyi Deng, Wenjie Wang, Fuli Feng, Yang Deng, Qifan Wang, Xiangnan He

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration.

Yang Deng, Lizi Liao, Liang Chen, Hongru Wang, Wenqiang Lei, Tat-Seng Chua

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators.

Liang Chen, Yang Deng, Yatao Bian, Zeyu Qin, Bingzhe Wu, Tat-Seng Chua, Kam-Fai Wong

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs.

Hongru Wang, Rui Wang, Fei Mi, Yang Deng, Zezhong Wang, Bin Liang, Ruifeng Xu, Kam-Fai Wong

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues.

Hongru Wang, Minda Hu, Yang Deng, Rui Wang, Fei Mi, Weichao Wang, Yasheng Wang, Wai-Chung Kwan, Irwin King, Kam-Fai Wong

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Goal Awareness for Conversational AI: Proactivity, Non-collaborativity, and Beyond.

Yang Deng, Wenqiang Lei, Minlie Huang, Tat-Seng Chua

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts, 2023

PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks.

Weiwen Xu, Xin Li, Yang Deng, Wai Lam, Lidong Bing

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Product Question Answering in E-Commerce: A Survey.

Yang Deng, Wenxuan Zhang, Qian Yu, Wai Lam

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations.

Yang Deng, Wenxuan Zhang, Yifei Yuan, Wai Lam

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization.

Liang Chen, Hongru Wang, Yang Deng, Wai-Chung Kwan, Zezhong Wang, Kam-Fai Wong

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge.

Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Wai Lam, Ying Shen

ACM Trans. Inf. Syst., 2022

Toward Personalized Answer Generation in E-Commerce via Multi-perspective Preference Modeling.

Yang Deng, Yaliang Li, Wenxuan Zhang, Bolin Ding, Wai Lam

ACM Trans. Inf. Syst., 2022

User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems.

Yang Deng, Wenxuan Zhang, Wai Lam, Hong Cheng, Helen Meng

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction.

Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance.

Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling.

Yang Deng, Yaliang Li, Wenxuan Zhang, Bolin Ding, Wai Lam

CoRR, 2021

Answer Category-Aware Answer Selection for Question Answering.

Weijing Wu, Yang Deng, Yuzhi Liang, Kai Lei

IEEE Access, 2021

Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning.

Yang Deng, Yaliang Li, Fei Sun, Bolin Ding, Wai Lam

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Aspect-based Sentiment Analysis in Question Answering Forums.

Wenxuan Zhang, Yang Deng, Xin Li, Lidong Bing, Wai Lam

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Aspect Sentiment Quad Prediction as Paraphrase Generation.

Wenxuan Zhang, Yang Deng, Xin Li, Yifei Yuan, Lidong Bing, Wai Lam

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Exploiting Reasoning Chains for Multi-hop Science Question Answering.

Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation.

Yuexiang Xie, Fei Sun, Yang Deng, Yaliang Li, Bolin Ding

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation.

Yang Deng, Wenxuan Zhang, Wai Lam

Proceedings of the Seventh Workshop on Noisy User-generated Text, 2021

Towards Generative Aspect-Based Sentiment Analysis.

Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Research on AI Composition Recognition Based on Music Rules.

Yang Deng, Ziyao Xu, Li Zhou, Huanping Liu, Anqi Huang

CoRR, 2020

Review-guided Helpful Answer Identification in E-commerce.

Wenxuan Zhang, Wai Lam, Yang Deng, Jing Ma

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling.

Wenxuan Zhang, Yang Deng, Wai Lam

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization.

Yang Deng, Wenxuan Zhang, Yaliang Li, Min Yang, Wai Lam, Ying Shen

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

AnswerFact: Fact Checking in Product Question Answering.

Wenxuan Zhang, Yang Deng, Jing Ma, Wai Lam

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Multi-hop Inference for Question-driven Summarization.

Yang Deng, Wenxuan Zhang, Wai Lam

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response Selection.

Yang Deng, Wenxuan Zhang, Wai Lam

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce.

Yang Deng, Wenxuan Zhang, Wai Lam

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

Medical Big Data Mining: Joint Symptom Name Recognition and Severity Estimation.

Yang Deng, Dagang Li, Qiang Zhang, Ying Shen

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020

Joint Learning of Answer Selection and Answer Summary Generation in Community Question Answering.

Yang Deng, Wai Lam, Yuexiang Xie, Daoyuan Chen, Yaliang Li, Min Yang, Ying Shen

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data.

Yang Deng, Yaliang Li, Ying Shen, Nan Du, Wei Fan, Min Yang, Kai Lei

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering.

Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

When Truth Discovery Meets Medical Knowledge Graph: Estimating Trustworthiness Degree for Medical Knowledge Condition.

Yang Deng, Yaliang Li, Nan Du, Wei Fan, Ying Shen, Kai Lei

CoRR, 2018

Gastroenterology Ontology Construction Using Synonym Identification and Relation Extraction.

Ying Shen, Yaliang Li, Yang Deng, Jin Zhang, Min Yang, Jinsong Chen, Shangchun Si, Kai Lei

IEEE Access, 2018

Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs.

Ying Shen, Yang Deng, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

IDDAT: An Ontology-Driven Decision Support System for Infectious Disease Diagnosis and Therapy.

Ying Shen, Yang Deng, Jin Zhang, Yaliang Li, Nan Du, Wei Fan, Min Yang, Kai Lei

Proceedings of the 2018 IEEE International Conference on Data Mining Workshops, 2018

Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge.

Yang Deng, Ying Shen, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei

Proceedings of the 27th International Conference on Computational Linguistics, 2018

2017

Approach for Semi-automatic Construction of Anti-infective Drug Ontology Based on Entity Linking.

Ying Shen, Yang Deng, Kaiqi Yuan, Li Liu, Yong Liu

Proceedings of the Smart Computing and Communication, 2017

A Knowledge Graph Based Solution for Entity Discovery and Linking in Open-Domain Questions.

Kai Lei, Bing Zhang, Yong Liu, Yang Deng, Dongyu Zhang, Ying Shen

Proceedings of the Smart Computing and Communication, 2017

Open Domain Question Answering with Character-Level Deep Learning Models.

Kai Lei, Yang Deng, Bing Zhang, Ying Shen

Proceedings of the 10th International Symposium on Computational Intelligence and Design, 2017