Towards Empathetic Human-Robot Interactions. - Pascale Fung; Dario Bertero; Yan Wan 004; Anik Dey; Ricky Ho Yin Chan; Farhad Bin Siddique; Yang Yang 130; Chien-Sheng Wu; Ruixi Lin (CICLing (2), 2016)

Zara: A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition. - Pascale Fung; Anik Dey; Farhad Bin Siddique; Ruixi Lin; Yang Yang 130; Dario Bertero; Yan Wan 004; Ricky Ho Yin Chan; Chien-Sheng Wu (COLING (Demos), 2016)

Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems. - Dario Bertero; Farhad Bin Siddique; Chien-Sheng Wu; Yan Wan 004; Ricky Ho Yin Chan; Pascale Fung (EMNLP, 2016)

Simulations for time-optimal trajectory planning along parametric polynomial lane-change curves for a unicycle. - Chien-Sheng Wu; Zih-Yun Chiu; Jing-Sin Liu (ROBIO, 2017)

Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning. - Genta Indra Winata; Andrea Madotto; Chien-Sheng Wu; Pascale Fung (CodeSwitch@ACL, 2018)

Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition. - Genta Indra Winata; Chien-Sheng Wu; Andrea Madotto; Pascale Fung (CodeSwitch@ACL, 2018)

Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems. - Andrea Madotto; Chien-Sheng Wu; Pascale Fung (ACL (1), 2018)

Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging. - Nayeon Lee; Chien-Sheng Wu; Pascale Fung (EMNLP, 2018)

End-to-End Dynamic Query Memory Network for Entity-Value Independent Task-Oriented Dialog. - Chien-Sheng Wu; Andrea Madotto; Genta Indra Winata; Pascale Fung (ICASSP, 2018)

Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training. - Peng Xu 008; Andrea Madotto; Chien-Sheng Wu; Ji Ho Park; Pascale Fung (WASSA@EMNLP, 2018)

Learn to Code-Switch: Data Augmentation using Copy Mechanism on Language Modeling. - Genta Indra Winata; Andrea Madotto; Chien-Sheng Wu; Pascale Fung (CoRR, 2018)

Towards End-to-end Automatic Code-Switching Speech Recognition. - Genta Indra Winata; Andrea Madotto; Chien-Sheng Wu; Pascale Fung (CoRR, 2018)

Personalizing Dialogue Agents via Meta-Learning. - Andrea Madotto; Zhaojiang Lin; Chien-Sheng Wu; Pascale Fung (ACL (1), 2019)

Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems. - Chien-Sheng Wu; Andrea Madotto; Ehsan Hosseini-Asl; Caiming Xiong; Richard Socher; Pascale Fung (ACL (1), 2019)

Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences. - Genta Indra Winata; Andrea Madotto; Chien-Sheng Wu; Pascale Fung (CoNLL, 2019)

Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. - Peng Xu 008; Chien-Sheng Wu; Andrea Madotto; Pascale Fung (EMNLP/IJCNLP (1), 2019)

Global-to-local Memory Pointer Networks for Task-Oriented Dialogue. - Chien-Sheng Wu; Richard Socher; Caiming Xiong (ICLR (Poster), 2019)

Learning to Memorize in Neural Task-Oriented Dialogue Systems. - Chien-Sheng Wu (CoRR, 2019)

Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading. - Yifan Gao 001; Chien-Sheng Wu; Shafiq R. Joty; Caiming Xiong; Richard Socher; Irwin King; Michael R. Lyu; Steven C. H. Hoi (ACL, 2020)

Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading. - Yifan Gao 001; Chien-Sheng Wu; Jingjing Li 007; Shafiq R. Joty; Steven C. H. Hoi; Caiming Xiong; Irwin King; Michael R. Lyu (EMNLP (1), 2020)

TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue. - Chien-Sheng Wu; Steven C. H. Hoi; Richard Socher; Caiming Xiong (EMNLP (1), 2020)

Improving Limited Labeled Dialogue State Tracking with Self-Supervision. - Chien-Sheng Wu; Steven C. H. Hoi; Caiming Xiong (EMNLP (Findings), 2020)

Probing Task-Oriented Dialogue Representation from Language Models. - Chien-Sheng Wu; Caiming Xiong (EMNLP (1), 2020)

Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference. - Jian-Guo Zhang 005; Kazuma Hashimoto; Wenhao Liu 003; Chien-Sheng Wu; Yao Wan 001; Philip S. Yu; Richard Socher; Caiming Xiong (EMNLP (1), 2020)

Getting To Know You: User Attribute Extraction from Dialogues. - Chien-Sheng Wu; Andrea Madotto; Zhaojiang Lin; Peng Xu 008; Pascale Fung (LREC, 2020)

A Simple Language Model for Task-Oriented Dialogue. - Ehsan Hosseini-Asl; Bryan McCann; Chien-Sheng Wu; Semih Yavuz; Richard Socher (NeurIPS, 2020)

Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking. - Jian-Guo Zhang 005; Kazuma Hashimoto; Chien-Sheng Wu; Yao Wan 001; Philip S. Yu; Richard Socher; Caiming Xiong (*SEM@COLING, 2020)

Attention over Parameters for Dialogue Systems. - Andrea Madotto; Zhaojiang Lin; Chien-Sheng Wu; Jamin Shin; Pascale Fung (CoRR, 2020)

ToD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogues. - Chien-Sheng Wu; Steven C. H. Hoi; Richard Socher; Caiming Xiong (CoRR, 2020)

EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading. - Yifan Gao 001; Chien-Sheng Wu; Shafiq R. Joty; Caiming Xiong; Richard Socher; Irwin King; Michael R. Lyu; Steven C. H. Hoi (CoRR, 2020)

Controllable Abstractive Dialogue Summarization with Sketch Supervision. - Chien-Sheng Wu; Linqing Liu; Wenhao Liu 003; Pontus Stenetorp; Caiming Xiong (ACL/IJCNLP (Findings), 2021)

GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing. - Tao Yu 009; Chien-Sheng Wu; Xi Victoria Lin; Bailin Wang; Yi Chern Tan; Xinyi Yang 002; Dragomir R. Radev; Richard Socher; Caiming Xiong (ICLR, 2021)

MixQG: Neural Question Generation with Mixed Answer Types. - Lidiya Murakhovs'ka; Chien-Sheng Wu; Tong Niu; Wenhao Liu 003; Caiming Xiong (CoRR, 2021)

DialFact: A Benchmark for Fact-Checking in Dialogue. - Prakhar Gupta; Chien-Sheng Wu; Wenhao Liu 003; Caiming Xiong (ACL (1), 2022)

QAConv: Question Answering on Informative Conversations. - Chien-Sheng Wu; Andrea Madotto; Wenhao Liu 003; Pascale Fung; Caiming Xiong (ACL (1), 2022)

Conformal Predictor for Improving Zero-Shot Text Classification Efficiency. - Prafulla Kumar Choubey; Yu Bai 017; Chien-Sheng Wu; Wenhao Liu 003; Nazneen Rajani (EMNLP, 2022)

Improving Factual Consistency in Summarization with Compression-Based Post-Editing. - Alexander R. Fabbri; Prafulla Kumar Choubey; Jesse Vig; Chien-Sheng Wu; Caiming Xiong (EMNLP, 2022)

Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets. - Philippe Laban; Chien-Sheng Wu; Wenhao Liu 003; Caiming Xiong (EMNLP, 2022)

Discord Questions: A Computational Approach To Diversity Analysis in News Coverage. - Philippe Laban; Chien-Sheng Wu; Lidiya Murakhovs'ka; Xiang 'Anthony' Chen; Caiming Xiong (EMNLP (Findings), 2022)

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models. - Tianbao Xie; Chen Henry Wu; Peng Shi 010; Ruiqi Zhong; Torsten Scholak; Michihiro Yasunaga; Chien-Sheng Wu; Ming Zhong 005; Pengcheng Yin; Sida I. Wang; Victor Zhong; Bailin Wang; et al. (EMNLP, 2022)

QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization. - Alexander R. Fabbri; Chien-Sheng Wu; Wenhao Liu 003; Caiming Xiong (NAACL-HLT, 2022)

Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation. - Philippe Laban; Chien-Sheng Wu; Lidiya Murakhovs'ka; Wenhao Liu 003; Caiming Xiong (NAACL-HLT (Findings), 2022)

MixQG: Neural Question Generation with Mixed Answer Types. - Lidiya Murakhovs'ka; Chien-Sheng Wu; Philippe Laban; Tong Niu; Wenhao Liu 003; Caiming Xiong (NAACL-HLT (Findings), 2022)

Exploring Neural Models for Query-Focused Summarization. - Jesse Vig; Alexander R. Fabbri; Wojciech Kryscinski; Chien-Sheng Wu; Wenhao Liu 003 (NAACL-HLT (Findings), 2022)

Structure Extraction in Task-Oriented Dialogues with Slot Clustering. - Liang Qiu; Chien-Sheng Wu; Wenhao Liu 003; Caiming Xiong (CoRR, 2022)

Marvista: A Human-AI Collaborative Reading Tool. - Xiang 'Anthony' Chen; Chien-Sheng Wu; Tong Niu; Wenhao Liu 003; Caiming Xiong (CoRR, 2022)

CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization. - Prafulla Kumar Choubey; Alexander R. Fabbri; Jesse Vig; Chien-Sheng Wu; Wenhao Liu 003; Nazneen Rajani (ACL (Findings), 2023)

SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages. - Philippe Laban; Jesse Vig; Wojciech Kryscinski; Shafiq Joty; Caiming Xiong; Chien-Sheng Wu (ACL (1), 2023)

Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation. - Yixin Liu 003; Alexander R. Fabbri; Pengfei Liu 003; Yilun Zhao 001; Linyong Nan; Ruilin Han; Simeng Han; Shafiq Joty; Chien-Sheng Wu; Caiming Xiong; Dragomir Radev (ACL (1), 2023)

Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization. - Artidoro Pagnoni; Alexander R. Fabbri; Wojciech Kryscinski; Chien-Sheng Wu (ACL (1), 2023)

Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning. - Fan Yin; Jesse Vig; Philippe Laban; Shafiq Joty; Caiming Xiong; Chien-Sheng Wu (ACL (1), 2023)

Designing and Evaluating Interfaces that Highlight News Coverage Diversity Using Discord Questions. - Philippe Laban; Chien-Sheng Wu; Lidiya Murakhovs'ka; Xiang 'Anthony' Chen; Caiming Xiong (CHI, 2023)

Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries. - Prafulla Kumar Choubey; Alexander R. Fabbri; Caiming Xiong; Chien-Sheng Wu (EMNLP (Findings), 2023)

SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization. - Philippe Laban; Wojciech Kryscinski; Divyansh Agarwal; Alexander R. Fabbri; Caiming Xiong; Shafiq Joty; Chien-Sheng Wu (EMNLP, 2023)

Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation. - Yixin Liu 003; Alexander R. Fabbri; Yilun Zhao 001; Pengfei Liu 003; Shafiq Joty; Chien-Sheng Wu; Caiming Xiong; Dragomir Radev (EMNLP, 2023)

Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems. - Lidiya Murakhovs'ka; Philippe Laban; Tian Xie; Caiming Xiong; Chien-Sheng Wu (EMNLP (Findings), 2023)

INTELMO: Enhancing Models' Adoption of Interactive Interfaces. - Chunxu Yang; Chien-Sheng Wu; Lidiya Murakhovs'ka; Philippe Laban; Xiang Chen 018 (EMNLP (Demos), 2023)

Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning. - Xiangyu Peng; Chen Xing; Prafulla Kumar Choubey; Chien-Sheng Wu; Caiming Xiong (ICLR, 2023)

LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond. - Philippe Laban; Wojciech Kryscinski; Divyansh Agarwal; Alexander R. Fabbri; Caiming Xiong; Shafiq Joty; Chien-Sheng Wu (CoRR, 2023)

Next Steps for Human-Centered Generative AI: A Technical Perspective. - Xiang 'Anthony' Chen; Jeff Burke; Ruofei Du; Matthew K. Hong; Jennifer Jacobs 001; Philippe Laban; Dingzeyu Li; Nanyun Peng 001; Karl D. D. Willis; Chien-Sheng Wu; Bolei Zhou (CoRR, 2023)

XGen-7B Technical Report. - Erik Nijkamp; Tian Xie; Hiroaki Hayashi; Bo Pang 004; Congying Xia; Chen Xing; Jesse Vig; Semih Yavuz; Philippe Laban; Ben Krause; Senthil Purushwalkam; Tong Niu; et al. (CoRR, 2023)

Are You Sure? Challenging LLMs Leads to Performance Drops in The FlipFlop Experiment. - Philippe Laban; Lidiya Murakhovs'ka; Caiming Xiong; Chien-Sheng Wu (CoRR, 2023)

Marvista: Exploring the Design of a Human-AI Collaborative News Reading Tool. - Xiang 'Anthony' Chen; Chien-Sheng Wu; Lidiya Murakhovs'ka; Philippe Laban; Tong Niu; Wenhao Liu 003; Caiming Xiong (ACM Trans. Comput. Hum. Interact., 2023)

Art or Artifice? Large Language Models and the False Promise of Creativity. - Tuhin Chakrabarty; Philippe Laban; Divyansh Agarwal; Smaranda Muresan; Chien-Sheng Wu (CHI, 2024)

Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications. - Divyansh Agarwal; Alexander R. Fabbri; Ben Risher; Philippe Laban; Shafiq Joty; Chien-Sheng Wu (EMNLP (Industry Track), 2024)

Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems. - Philippe Laban; Alexander R. Fabbri; Caiming Xiong; Chien-Sheng Wu (EMNLP, 2024)

Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles. - Kung-Hsiang Huang; Philippe Laban; Alexander R. Fabbri; Prafulla Kumar Choubey; Shafiq Joty; Caiming Xiong; Chien-Sheng Wu (NAACL-HLT, 2024)

Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization. - Yixin Liu 003; Alexander R. Fabbri; Jiawen Chen; Yilun Zhao 001; Simeng Han; Shafiq Joty; Pengfei Liu 003; Dragomir Radev; Chien-Sheng Wu; Arman Cohan (NAACL-HLT (Findings), 2024)

Beyond the Chat: Executable and Verifiable Text-Editing with LLMs. - Philippe Laban; Jesse Vig; Marti A. Hearst; Caiming Xiong; Chien-Sheng Wu (UIST, 2024)

Investigating the prompt leakage effect and black-box defenses for multi-turn LLM interactions. - Divyansh Agarwal; Alexander R. Fabbri; Philippe Laban; Ben Risher; Shafiq Joty; Caiming Xiong; Chien-Sheng Wu (CoRR, 2024)

Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency. - Prafulla Kumar Choubey; Xin Su 008; Man Luo; Xiangyu Peng; Caiming Xiong; Tiep Le; Shachar Rosenman; Vasudev Lal; Phil Mui; Ricky Ho Yin Chan; Phillip Howard; Chien-Sheng Wu (CoRR, 2024)

Search Engines in an AI Era: The False Promise of Factual and Verifiable Source-Cited Responses. - Pranav Narayanan Venkit; Philippe Laban; Yilun Zhou; Yixin Mao; Chien-Sheng Wu (CoRR, 2024)

CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments. - Kung-Hsiang Huang; Akshara Prabhakar; Sidharth Dhawan; Yixin Mao; Huan Wang 014; Silvio Savarese; Caiming Xiong; Philippe Laban; Chien-Sheng Wu (CoRR, 2024)

Unanswerability Evaluation for Retreival Augmented Generation. - Xiangyu Peng; Prafulla Kumar Choubey; Caiming Xiong; Chien-Sheng Wu (CoRR, 2024)

SummExecEdit: A Factual Consistency Benchmark in Summarization with Executable Edits. - Onkar Thorat; Philippe Laban; Chien-Sheng Wu (CoRR, 2024)

Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service AI Agents. - Prafulla Kumar Choubey; Xiangyu Peng; Shilpa Bhagavath; Caiming Xiong; Shiva Kumar Pentyala; Chien-Sheng Wu (ACL (Findings), 2025)

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback. - Thai Quoc Hoang; Kung-Hsiang Huang; Shirley Kokane; Jianguo Zhang; Zuxin Liu; Ming Zhu; Jake Grigsby; Tian Lan; Michael S. Ryoo; Chien-Sheng Wu; Shelby Heinecke; Huan Wang 014; et al. (ACL (Findings), 2025)

Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding. - Kung-Hsiang Huang; Can Qin; Haoyi Qiu; Philippe Laban; Shafiq Joty; Caiming Xiong; Chien-Sheng Wu (ACL (Findings), 2025)

Unanswerability Evaluation for Retrieval Augmented Generation. - Xiangyu Peng; Prafulla Kumar Choubey; Caiming Xiong; Chien-Sheng Wu (ACL (1), 2025)

Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits. - Tuhin Chakrabarty; Philippe Laban; Chien-Sheng Wu (CHI, 2025)

Proactive Conversational Agents with Inner Thoughts. - Xingyu Bruce Liu; Shitao Fang; Weiyan Shi; Chien-Sheng Wu; Takeo Igarashi; Xiang 'Anthony' Chen (CHI, 2025)

Search Engines in the AI Era: A Qualitative Understanding to the False Promise of Factual and Verifiable Source-Cited Responses in LLM-based Search. - Pranav Narayanan Venkit; Philippe Laban; Yilun Zhou; Yixin Mao; Chien-Sheng Wu (FAccT, 2025)

ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement. - Xiangyu Peng; Congying Xia; Xinyi Yang 002; Caiming Xiong; Chien-Sheng Wu; Chen Xing (ICLR, 2025)

BingoGuard: LLM Content Moderation Tools with Risk Levels. - Fan Yin; Philippe Laban; Xiangyu Peng; Yilun Zhou; Yixin Mao; Vaibhav Vats; Linnea Ross; Divyansh Agarwal; Caiming Xiong; Chien-Sheng Wu (ICLR, 2025)

SiReRAG: Indexing Similar and Related Information for Multihop Reasoning. - Nan Zhang; Prafulla Kumar Choubey; Alexander R. Fabbri; Gabriel Bernadett-Shapiro; Rui Zhang 037; Prasenjit Mitra; Caiming Xiong; Chien-Sheng Wu (ICLR, 2025)

CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments. - Kung-Hsiang Huang; Akshara Prabhakar; Sidharth Dhawan; Yixin Mao; Huan Wang 016; Silvio Savarese; Caiming Xiong; Philippe Laban; Chien-Sheng Wu (NAACL (Long Papers), 2025)

ReIFE: Re-evaluating Instruction-Following Evaluation. - Yixin Liu 003; Kejian Shi; Alexander R. Fabbri; Yilun Zhao 001; Peifeng Wang; Chien-Sheng Wu; Shafiq Joty; Arman Cohan (NAACL (Long Papers), 2025)

Evaluating Cultural and Social Awareness of LLM Web Agents. - Haoyi Qiu; Alexander R. Fabbri; Divyansh Agarwal; Kung-Hsiang Huang; Sarah Tan; Nanyun Peng 001; Chien-Sheng Wu (NAACL (Findings), 2025)

Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage. - Kaige Xie; Philippe Laban; Prafulla Kumar Choubey; Caiming Xiong; Chien-Sheng Wu (NAACL (Long Papers), 2025)

Shared Imagination: LLMs Hallucinate Alike. - Yilun Zhou; Caiming Xiong; Silvio Savarese; Chien-Sheng Wu (Trans. Mach. Learn. Res., 2025)

AI-Slop to AI-Polish? Aligning Language Models through Edit-Based Writing Rewards and Test-time Computation. - Tuhin Chakrabarty; Philippe Laban; Chien-Sheng Wu (CoRR, 2025)

CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions. - Kung-Hsiang Huang; Akshara Prabhakar; Onkar Thorat; Divyansh Agarwal; Prafulla Kumar Choubey; Yixin Mao; Silvio Savarese; Caiming Xiong; Chien-Sheng Wu (CoRR, 2025)

LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback. - Thai Hoang; Kung-Hsiang Huang; Shirley Kokane; Jianguo Zhang 005; Zuxin Liu; Ming Zhu; Jake Grigsby; Tian Lan 006; Michael S. Ryoo; Chien-Sheng Wu; Shelby Heinecke; Huan Wang 014; et al. (CoRR, 2025)

Benchmarking Deep Search over Heterogeneous Enterprise Data. - Prafulla Kumar Choubey; Xiangyu Peng; Shilpa Bhagavath; Kung-Hsiang Huang; Caiming Xiong; Chien-Sheng Wu (CoRR, 2025)