Chien-Sheng Wu

160 papers A* 21B 2Misc 1Journal 90Unranked 46
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agentic Confidence Calibration.
CoRR
Jiaxin Zhang, Caiming Xiong, Chien-Sheng Wu
2026 J jnl
Agentic Uncertainty Quantification.
CoRR
Jiaxin Zhang, Prafulla Kumar Choubey, Kung-Hsiang Huang, Caiming Xiong, Chien-Sheng Wu
2026 J jnl
CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions.
Trans. Mach. Learn. Res.
Kung-Hsiang Huang, Akshara Prabhakar, Onkar Thorat, Divyansh Agarwal, Prafulla Kumar Choubey, Yixin Mao, Silvio Savarese, Caiming Xiong, Chien-Sheng Wu
2026 J jnl
From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models.
CoRR
Jiaxin Zhang, Wendi Cui, Zhuohang Li, Lifu Huang, Bradley A. Malin, Caiming Xiong, Chien-Sheng Wu
2026 J jnl
InterviewSim: A Scalable Framework for Interview-Grounded Personality Simulation.
CoRR
Yu Li, Pranav Narayanan Venkit, Yada Pruksachatkun, Chien-Sheng Wu
2026 J jnl
The Need for a Socially-Grounded Persona Framework for User Simulation.
CoRR
Pranav Narayanan Venkit, Yu Li, Yada Pruksachatkun, Chien-Sheng Wu
2025 J jnl
AI-Slop to AI-Polish? Aligning Language Models through Edit-Based Writing Rewards and Test-time Computation.
CoRR
Tuhin Chakrabarty, Philippe Laban, Chien-Sheng Wu
2025 — conf
Benchmarking Deep Search over Heterogeneous Enterprise Data.
EMNLP (Industry Track)
Prafulla Kumar Choubey, Xiangyu Peng, Shilpa Bhagavath, Kung-Hsiang Huang, Caiming Xiong, Chien-Sheng Wu
2025 J jnl
Benchmarking Deep Search over Heterogeneous Enterprise Data.
CoRR
Prafulla Kumar Choubey, Xiangyu Peng, Shilpa Bhagavath, Kung-Hsiang Huang, Caiming Xiong, Chien-Sheng Wu
2025 A* conf
BingoGuard: LLM Content Moderation Tools with Risk Levels.
ICLR
Fan Yin, Philippe Laban, Xiangyu Peng, Yilun Zhou, Yixin Mao, Vaibhav Vats, Linnea Ross, Divyansh Agarwal, Caiming Xiong, Chien-Sheng Wu
2025 J jnl
BingoGuard: LLM Content Moderation Tools with Risk Levels.
CoRR
Fan Yin, Philippe Laban, Xiangyu Peng, Yilun Zhou, Yixin Mao, Vaibhav Vats, Linnea Ross, Divyansh Agarwal, Caiming Xiong, Chien-Sheng Wu
2025 J jnl
CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions.
CoRR
Kung-Hsiang Huang, Akshara Prabhakar, Onkar Thorat, Divyansh Agarwal, Prafulla Kumar Choubey, Yixin Mao, Silvio Savarese, Caiming Xiong, Chien-Sheng Wu
2025 — conf
CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments.
NAACL (Long Papers)
Kung-Hsiang Huang, Akshara Prabhakar, Sidharth Dhawan, Yixin Mao, Huan Wang, Silvio Savarese, Caiming Xiong, Philippe Laban, Chien-Sheng Wu
2025 A* conf
Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits.
CHI
Tuhin Chakrabarty, Philippe Laban, Chien-Sheng Wu
2025 J jnl
DeepTRACE: Auditing Deep Research AI Systems for Tracking Reliability Across Citations and Evidence.
CoRR
Pranav Narayanan Venkit, Philippe Laban, Yilun Zhou, Kung-Hsiang Huang, Yixin Mao, Chien-Sheng Wu
2025 — conf
Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage.
NAACL (Long Papers)
Kaige Xie, Philippe Laban, Prafulla Kumar Choubey, Caiming Xiong, Chien-Sheng Wu
2025 — conf
Evaluating Cultural and Social Awareness of LLM Web Agents.
NAACL (Findings)
Haoyi Qiu, Alexander R. Fabbri, Divyansh Agarwal, Kung-Hsiang Huang, Sarah Tan, Nanyun Peng, Chien-Sheng Wu
2025 J jnl
Foundational Automatic Evaluators: Scaling Multi-Task Generative Evaluator Training for Reasoning-Centric Domains.
CoRR
Austin Xu, Xuan-Phi Nguyen, Yilun Zhou, Chien-Sheng Wu, Caiming Xiong, Shafiq Joty
2025 J jnl
GUI-KV: Efficient GUI Agents via KV Cache with Spatio-Temporal Awareness.
CoRR
Kung-Hsiang Huang, Haoyi Qiu, Yutong Dai, Caiming Xiong, Chien-Sheng Wu
2025 — conf
LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback.
ACL (Findings)
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, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles
2025 J jnl
LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback.
CoRR
Thai 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, Silvio Savarese, Caiming Xiong, Juan Carlos Niebles
2025 J jnl
MMPersuade: A Dataset and Evaluation Framework for Multimodal Persuasion.
CoRR
Haoyi Qiu, Yilun Zhou, Pranav Narayanan Venkit, Kung-Hsiang Huang, Jiaxin Zhang, Nanyun Peng, Chien-Sheng Wu
2025 J jnl
Nudging the Boundaries of LLM Reasoning.
CoRR
Justin Chih-Yao Chen, Becky Xiangyu Peng, Prafulla Kumar Choubey, Kung-Hsiang Huang, Jiaxin Zhang, Mohit Bansal, Chien-Sheng Wu
2025 A* conf
Proactive Conversational Agents with Inner Thoughts.
CHI
Xingyu Bruce Liu, Shitao Fang, Weiyan Shi, Chien-Sheng Wu, Takeo Igarashi, Xiang 'Anthony' Chen
2025 J jnl
Proactive Conversational Agents with Inner Thoughts.
CoRR
Xingyu Bruce Liu, Shitao Fang, Weiyan Shi, Chien-Sheng Wu, Takeo Igarashi, Xiang 'Anthony' Chen
2025 A* conf
ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement.
ICLR
Xiangyu Peng, Congying Xia, Xinyi Yang, Caiming Xiong, Chien-Sheng Wu, Chen Xing
2025 — conf
ReIFE: Re-evaluating Instruction-Following Evaluation.
NAACL (Long Papers)
Yixin Liu, Kejian Shi, Alexander R. Fabbri, Yilun Zhao, Peifeng Wang, Chien-Sheng Wu, Shafiq Joty, Arman Cohan
2025 — conf
Search Engines in the AI Era: A Qualitative Understanding to the False Promise of Factual and Verifiable Source-Cited Responses in LLM-based Search.
FAccT
Pranav Narayanan Venkit, Philippe Laban, Yilun Zhou, Yixin Mao, Chien-Sheng Wu
2025 J jnl
Shared Imagination: LLMs Hallucinate Alike.
Trans. Mach. Learn. Res.
Yilun Zhou, Caiming Xiong, Silvio Savarese, Chien-Sheng Wu
2025 A* conf
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning.
ICLR
Nan Zhang, Prafulla Kumar Choubey, Alexander R. Fabbri, Gabriel Bernadett-Shapiro, Rui Zhang, Prasenjit Mitra, Caiming Xiong, Chien-Sheng Wu
2025 — conf
Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service AI Agents.
ACL (Findings)
Prafulla Kumar Choubey, Xiangyu Peng, Shilpa Bhagavath, Caiming Xiong, Shiva Kumar Pentyala, Chien-Sheng Wu
2025 J jnl
Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service AI Agents.
CoRR
Prafulla Kumar Choubey, Xiangyu Peng, Shilpa Bhagavath, Caiming Xiong, Shiva Kumar Pentyala, Chien-Sheng Wu
2025 J jnl
UNIDOC-BENCH: A Unified Benchmark for Document-Centric Multimodal RAG.
CoRR
Xiangyu Peng, Can Qin, Zeyuan Chen, Ran Xu, Caiming Xiong, Chien-Sheng Wu
2025 — conf
Unanswerability Evaluation for Retrieval Augmented Generation.
ACL (1)
Xiangyu Peng, Prafulla Kumar Choubey, Caiming Xiong, Chien-Sheng Wu
2025 — conf
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding.
ACL (Findings)
Kung-Hsiang Huang, Can Qin, Haoyi Qiu, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2025 J jnl
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding.
CoRR
Kung-Hsiang Huang, Can Qin, Haoyi Qiu, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2024 A* conf
Art or Artifice? Large Language Models and the False Promise of Creativity.
CHI
Tuhin Chakrabarty, Philippe Laban, Divyansh Agarwal, Smaranda Muresan, Chien-Sheng Wu
2024 — conf
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization.
NAACL-HLT (Findings)
Yixin Liu, Alexander R. Fabbri, Jiawen Chen, Yilun Zhao, Simeng Han, Shafiq Joty, Pengfei Liu, Dragomir Radev, Chien-Sheng Wu, Arman Cohan
2024 A* conf
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs.
UIST
Philippe Laban, Jesse Vig, Marti A. Hearst, Caiming Xiong, Chien-Sheng Wu
2024 J jnl
CRMArena: Understanding the Capacity of LLM Agents to Perform Professional CRM Tasks in Realistic Environments.
CoRR
Kung-Hsiang Huang, Akshara Prabhakar, Sidharth Dhawan, Yixin Mao, Huan Wang, Silvio Savarese, Caiming Xiong, Philippe Laban, Chien-Sheng Wu
2024 J jnl
Can AI writing be salvaged? Mitigating Idiosyncrasies and Improving Human-AI Alignment in the Writing Process through Edits.
CoRR
Tuhin Chakrabarty, Philippe Laban, Chien-Sheng Wu
2024 J jnl
Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency.
CoRR
Prafulla Kumar Choubey, Xin Su, Man Luo, Xiangyu Peng, Caiming Xiong, Tiep Le, Shachar Rosenman, Vasudev Lal, Phil Mui, Ricky Ho Yin Chan, Phillip Howard, Chien-Sheng Wu
2024 J jnl
Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage.
CoRR
Kaige Xie, Philippe Laban, Prafulla Kumar Choubey, Caiming Xiong, Chien-Sheng Wu
2024 — conf
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles.
NAACL-HLT
Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2024 J jnl
Evaluating Cultural and Social Awareness of LLM Web Agents.
CoRR
Haoyi Qiu, Alexander R. Fabbri, Divyansh Agarwal, Kung-Hsiang Huang, Sarah Tan, Nanyun Peng, Chien-Sheng Wu
2024 J jnl
Investigating the prompt leakage effect and black-box defenses for multi-turn LLM interactions.
CoRR
Divyansh Agarwal, Alexander R. Fabbri, Philippe Laban, Ben Risher, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2024 — conf
Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications.
EMNLP (Industry Track)
Divyansh Agarwal, Alexander R. Fabbri, Ben Risher, Philippe Laban, Shafiq Joty, Chien-Sheng Wu
2024 J jnl
ReGenesis: LLMs can Grow into Reasoning Generalists via Self-Improvement.
CoRR
Xiangyu Peng, Congying Xia, Xinyi Yang, Caiming Xiong, Chien-Sheng Wu, Chen Xing
2024 J jnl
ReIFE: Re-evaluating Instruction-Following Evaluation.
CoRR
Yixin Liu, Kejian Shi, Alexander R. Fabbri, Yilun Zhao, Peifeng Wang, Chien-Sheng Wu, Shafiq Joty, Arman Cohan
2024 J jnl
Search Engines in an AI Era: The False Promise of Factual and Verifiable Source-Cited Responses.
CoRR
Pranav Narayanan Venkit, Philippe Laban, Yilun Zhou, Yixin Mao, Chien-Sheng Wu
2024 J jnl
Shared Imagination: LLMs Hallucinate Alike.
CoRR
Yilun Zhou, Caiming Xiong, Silvio Savarese, Chien-Sheng Wu
2024 J jnl
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning.
CoRR
Nan Zhang, Prafulla Kumar Choubey, Alexander R. Fabbri, Gabriel Bernadett-Shapiro, Rui Zhang, Prasenjit Mitra, Caiming Xiong, Chien-Sheng Wu
2024 J jnl
SummExecEdit: A Factual Consistency Benchmark in Summarization with Executable Edits.
CoRR
Onkar Thorat, Philippe Laban, Chien-Sheng Wu
2024 A* conf
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems.
EMNLP
Philippe Laban, Alexander R. Fabbri, Caiming Xiong, Chien-Sheng Wu
2024 J jnl
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems.
CoRR
Philippe Laban, Alexander R. Fabbri, Caiming Xiong, Chien-Sheng Wu
2024 J jnl
Unanswerability Evaluation for Retreival Augmented Generation.
CoRR
Xiangyu Peng, Prafulla Kumar Choubey, Caiming Xiong, Chien-Sheng Wu
2023 J jnl
Are You Sure? Challenging LLMs Leads to Performance Drops in The FlipFlop Experiment.
CoRR
Philippe Laban, Lidiya Murakhovs'ka, Caiming Xiong, Chien-Sheng Wu
2023 J jnl
Art or Artifice? Large Language Models and the False Promise of Creativity.
CoRR
Tuhin Chakrabarty, Philippe Laban, Divyansh Agarwal, Smaranda Muresan, Chien-Sheng Wu
2023 J jnl
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization.
CoRR
Yixin Liu, Alexander R. Fabbri, Jiawen Chen, Yilun Zhao, Simeng Han, Shafiq Joty, Pengfei Liu, Dragomir Radev, Chien-Sheng Wu, Arman Cohan
2023 J jnl
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs.
CoRR
Philippe Laban, Jesse Vig, Marti A. Hearst, Caiming Xiong, Chien-Sheng Wu
2023 — conf
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization.
ACL (Findings)
Prafulla Kumar Choubey, Alexander R. Fabbri, Jesse Vig, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani
2023 A* conf
Designing and Evaluating Interfaces that Highlight News Coverage Diversity Using Discord Questions.
CHI
Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Xiang 'Anthony' Chen, Caiming Xiong
2023 J jnl
Designing and Evaluating Interfaces that Highlight News Coverage Diversity Using Discord Questions.
CoRR
Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Xiang 'Anthony' Chen, Caiming Xiong
2023 — conf
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning.
ACL (1)
Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2023 J jnl
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles.
CoRR
Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2023 — conf
INTELMO: Enhancing Models' Adoption of Interactive Interfaces.
EMNLP (Demos)
Chunxu Yang, Chien-Sheng Wu, Lidiya Murakhovs'ka, Philippe Laban, Xiang Chen
2023 J jnl
LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond.
CoRR
Philippe Laban, Wojciech Kryscinski, Divyansh Agarwal, Alexander R. Fabbri, Caiming Xiong, Shafiq Joty, Chien-Sheng Wu
2023 — conf
Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries.
EMNLP (Findings)
Prafulla Kumar Choubey, Alexander R. Fabbri, Caiming Xiong, Chien-Sheng Wu
2023 J jnl
Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries.
CoRR
Prafulla Kumar Choubey, Alexander R. Fabbri, Caiming Xiong, Chien-Sheng Wu
2023 J jnl
Marvista: Exploring the Design of a Human-AI Collaborative News Reading Tool.
ACM Trans. Comput. Hum. Interact.
Xiang 'Anthony' Chen, Chien-Sheng Wu, Lidiya Murakhovs'ka, Philippe Laban, Tong Niu, Wenhao Liu, Caiming Xiong
2023 A* conf
Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning.
ICLR
Xiangyu Peng, Chen Xing, Prafulla Kumar Choubey, Chien-Sheng Wu, Caiming Xiong
2023 J jnl
Next Steps for Human-Centered Generative AI: A Technical Perspective.
CoRR
Xiang 'Anthony' Chen, Jeff Burke, Ruofei Du, Matthew K. Hong, Jennifer Jacobs, Philippe Laban, Dingzeyu Li, Nanyun Peng, Karl D. D. Willis, Chien-Sheng Wu, Bolei Zhou
2023 — conf
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation.
ACL (1)
Yixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan, Ruilin Han, Simeng Han, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
2023 — conf
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages.
ACL (1)
Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2023 J jnl
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages.
CoRR
Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
2023 — conf
Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems.
EMNLP (Findings)
Lidiya Murakhovs'ka, Philippe Laban, Tian Xie, Caiming Xiong, Chien-Sheng Wu
2023 J jnl
Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems.
CoRR
Lidiya Murakhovs'ka, Philippe Laban, Tian Xie, Caiming Xiong, Chien-Sheng Wu
2023 — conf
Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization.
ACL (1)
Artidoro Pagnoni, Alexander R. Fabbri, Wojciech Kryscinski, Chien-Sheng Wu
2023 A* conf
SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization.
EMNLP
Philippe Laban, Wojciech Kryscinski, Divyansh Agarwal, Alexander R. Fabbri, Caiming Xiong, Shafiq Joty, Chien-Sheng Wu
2023 A* conf
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation.
EMNLP
Yixin Liu, Alexander R. Fabbri, Yilun Zhao, Pengfei Liu, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
2023 J jnl
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation.
CoRR
Yixin Liu, Alexander R. Fabbri, Yilun Zhao, Pengfei Liu, Shafiq R. Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
2023 J jnl
XGen-7B Technical Report.
CoRR
Erik Nijkamp, Tian Xie, Hiroaki Hayashi, Bo Pang, Congying Xia, Chen Xing, Jesse Vig, Semih Yavuz, Philippe Laban, Ben Krause, Senthil Purushwalkam, Tong Niu, Wojciech Kryscinski, Lidiya Murakhovs'ka, Prafulla Kumar Choubey, Alexander R. Fabbri, Ye Liu, Rui Meng, Lifu Tu, Meghana Bhat, Chien-Sheng Wu, Silvio Savarese, Yingbo Zhou, Shafiq Joty, Caiming Xiong
2022 A* conf
Conformal Predictor for Improving Zero-Shot Text Classification Efficiency.
EMNLP
Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani
2022 J jnl
Conformal Predictor for Improving Zero-shot Text Classification Efficiency.
CoRR
Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani
2022 — conf
DialFact: A Benchmark for Fact-Checking in Dialogue.
ACL (1)
Prakhar Gupta, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
2022 — conf
Discord Questions: A Computational Approach To Diversity Analysis in News Coverage.
EMNLP (Findings)
Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Xiang 'Anthony' Chen, Caiming Xiong
2022 J jnl
Discord Questions: A Computational Approach To Diversity Analysis in News Coverage.
CoRR
Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Xiang 'Anthony' Chen, Caiming Xiong
2022 — conf
Exploring Neural Models for Query-Focused Summarization.
NAACL-HLT (Findings)
Jesse Vig, Alexander R. Fabbri, Wojciech Kryscinski, Chien-Sheng Wu, Wenhao Liu
2022 A* conf
Improving Factual Consistency in Summarization with Compression-Based Post-Editing.
EMNLP
Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong
2022 J jnl
Improving Factual Consistency in Summarization with Compression-Based Post-Editing.
CoRR
Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong
2022 J jnl
Marvista: A Human-AI Collaborative Reading Tool.
CoRR
Xiang 'Anthony' Chen, Chien-Sheng Wu, Tong Niu, Wenhao Liu, Caiming Xiong
2022 — conf
MixQG: Neural Question Generation with Mixed Answer Types.
NAACL-HLT (Findings)
Lidiya Murakhovs'ka, Chien-Sheng Wu, Philippe Laban, Tong Niu, Wenhao Liu, Caiming Xiong
2022 J jnl
Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning.
CoRR
Xiangyu Peng, Chen Xing, Prafulla Kumar Choubey, Chien-Sheng Wu, Caiming Xiong
2022 A* conf
Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets.
EMNLP
Philippe Laban, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
2022 J jnl
Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets.
CoRR
Philippe Laban, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
2022 — conf
QAConv: Question Answering on Informative Conversations.
ACL (1)
Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong
2022 — conf
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization.
NAACL-HLT
Alexander R. Fabbri, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
2022 — conf
Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation.
NAACL-HLT (Findings)
Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Wenhao Liu, Caiming Xiong
2022 J jnl
Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation.
CoRR
Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Wenhao Liu, Caiming Xiong
2022 J jnl
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation.
CoRR
Yixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan, Ruilin Han, Simeng Han, Shafiq R. Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
2022 J jnl
Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization.
CoRR
Artidoro Pagnoni, Alexander R. Fabbri, Wojciech Kryscinski, Chien-Sheng Wu
2022 J jnl
Structure Extraction in Task-Oriented Dialogues with Slot Clustering.
CoRR
Liang Qiu, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
2022 A* conf
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models.
EMNLP
Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu
2022 J jnl
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models.
CoRR
Tianbao Xie, Chen Henry Wu, Peng Shi, Ruiqi Zhong, Torsten Scholak, Michihiro Yasunaga, Chien-Sheng Wu, Ming Zhong, Pengcheng Yin, Sida I. Wang, Victor Zhong, Bailin Wang, Chengzu Li, Connor Boyle, Ansong Ni, Ziyu Yao, Dragomir R. Radev, Caiming Xiong, Lingpeng Kong, Rui Zhang, Noah A. Smith, Luke Zettlemoyer, Tao Yu
2021 — conf
Controllable Abstractive Dialogue Summarization with Sketch Supervision.
ACL/IJCNLP (Findings)
Chien-Sheng Wu, Linqing Liu, Wenhao Liu, Pontus Stenetorp, Caiming Xiong
2021 J jnl
Controllable Abstractive Dialogue Summarization with Sketch Supervision.
CoRR
Chien-Sheng Wu, Linqing Liu, Wenhao Liu, Pontus Stenetorp, Caiming Xiong
2021 J jnl
DialFact: A Benchmark for Fact-Checking in Dialogue.
CoRR
Prakhar Gupta, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
2021 J jnl
Exploring Neural Models for Query-Focused Summarization.
CoRR
Jesse Vig, Alexander R. Fabbri, Wojciech Kryscinski, Chien-Sheng Wu, Wenhao Liu
2021 A* conf
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing.
ICLR
Tao Yu, Chien-Sheng Wu, Xi Victoria Lin, Bailin Wang, Yi Chern Tan, Xinyi Yang, Dragomir R. Radev, Richard Socher, Caiming Xiong
2021 J jnl
MixQG: Neural Question Generation with Mixed Answer Types.
CoRR
Lidiya Murakhovs'ka, Chien-Sheng Wu, Tong Niu, Wenhao Liu, Caiming Xiong
2021 J jnl
QAConv: Question Answering on Informative Conversations.
CoRR
Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong
2021 J jnl
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization.
CoRR
Alexander R. Fabbri, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
2020 A* conf
A Simple Language Model for Task-Oriented Dialogue.
NeurIPS
Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, Semih Yavuz, Richard Socher
2020 J jnl
A Simple Language Model for Task-Oriented Dialogue.
CoRR
Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, Semih Yavuz, Richard Socher
2020 J jnl
Attention over Parameters for Dialogue Systems.
CoRR
Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, Jamin Shin, Pascale Fung
2020 — conf
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading.
EMNLP (1)
Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu
2020 J jnl
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading.
CoRR
Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu
2020 — conf
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference.
EMNLP (1)
Jian-Guo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong
2020 J jnl
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference.
CoRR
Jian-Guo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong
2020 J jnl
EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.
CoRR
Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
2020 A* conf
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading.
ACL
Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
2020 — conf
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking.
*SEM@COLING
Jian-Guo Zhang, Kazuma Hashimoto, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong
2020 B conf
Getting To Know You: User Attribute Extraction from Dialogues.
LREC
Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin, Peng Xu, Pascale Fung
2020 J jnl
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing.
CoRR
Tao Yu, Chien-Sheng Wu, Xi Victoria Lin, Bailin Wang, Yi Chern Tan, Xinyi Yang, Dragomir R. Radev, Richard Socher, Caiming Xiong
2020 — conf
Improving Limited Labeled Dialogue State Tracking with Self-Supervision.
EMNLP (Findings)
Chien-Sheng Wu, Steven C. H. Hoi, Caiming Xiong
2020 J jnl
Improving Limited Labeled Dialogue State Tracking with Self-Supervision.
CoRR
Chien-Sheng Wu, Steven Chu-Hong Hoi, Caiming Xiong
2020 — conf
Probing Task-Oriented Dialogue Representation from Language Models.
EMNLP (1)
Chien-Sheng Wu, Caiming Xiong
2020 J jnl
Probing Task-Oriented Dialogue Representation from Language Models.
CoRR
Chien-Sheng Wu, Caiming Xiong
2020 — conf
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue.
EMNLP (1)
Chien-Sheng Wu, Steven C. H. Hoi, Richard Socher, Caiming Xiong
2020 J jnl
ToD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogues.
CoRR
Chien-Sheng Wu, Steven C. H. Hoi, Richard Socher, Caiming Xiong
2019 — conf
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning.
EMNLP/IJCNLP (1)
Peng Xu, Chien-Sheng Wu, Andrea Madotto, Pascale Fung
2019 J jnl
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning.
CoRR
Peng Xu, Chien-Sheng Wu, Andrea Madotto, Pascale Fung
2019 B conf
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences.
CoNLL
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
2019 J jnl
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences.
CoRR
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
2019 J jnl
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking.
CoRR
Jianguo Zhang, Kazuma Hashimoto, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong
2019 J jnl
Getting To Know You: User Attribute Extraction from Dialogues.
CoRR
Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin, Peng Xu, Pascale Fung
2019 — conf
Global-to-local Memory Pointer Networks for Task-Oriented Dialogue.
ICLR (Poster)
Chien-Sheng Wu, Richard Socher, Caiming Xiong
2019 J jnl
Global-to-local Memory Pointer Networks for Task-Oriented Dialogue.
CoRR
Chien-Sheng Wu, Richard Socher, Caiming Xiong
2019 J jnl
Learning to Memorize in Neural Task-Oriented Dialogue Systems.
CoRR
Chien-Sheng Wu
2019 — conf
Personalizing Dialogue Agents via Meta-Learning.
ACL (1)
Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, Pascale Fung
2019 J jnl
Personalizing Dialogue Agents via Meta-Learning.
CoRR
Zhaojiang Lin, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
2019 — conf
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems.
ACL (1)
Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung
2019 J jnl
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems.
CoRR
Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung
2018 — conf
Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition.
CodeSwitch@ACL
Genta Indra Winata, Chien-Sheng Wu, Andrea Madotto, Pascale Fung
2018 J jnl
Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition.
CoRR
Genta Indra Winata, Chien-Sheng Wu, Andrea Madotto, Pascale Fung
2018 — conf
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning.
CodeSwitch@ACL
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
2018 J jnl
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning.
CoRR
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
2018 — conf
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training.
WASSA@EMNLP
Peng Xu, Andrea Madotto, Chien-Sheng Wu, Ji Ho Park, Pascale Fung
2018 J jnl
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training.
CoRR
Peng Xu, Andrea Madotto, Chien-Sheng Wu, Ji Ho Park, Pascale Fung
2018 Misc conf
End-to-End Dynamic Query Memory Network for Entity-Value Independent Task-Oriented Dialog.
ICASSP
Chien-Sheng Wu, Andrea Madotto, Genta Indra Winata, Pascale Fung
2018 A* conf
Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging.
EMNLP
Nayeon Lee, Chien-Sheng Wu, Pascale Fung
2018 J jnl
Learn to Code-Switch: Data Augmentation using Copy Mechanism on Language Modeling.
CoRR
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
2018 — conf
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems.
ACL (1)
Andrea Madotto, Chien-Sheng Wu, Pascale Fung
2018 J jnl
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems.
CoRR
Andrea Madotto, Chien-Sheng Wu, Pascale Fung
2018 J jnl
Towards End-to-end Automatic Code-Switching Speech Recognition.
CoRR
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
2017 — conf
Simulations for time-optimal trajectory planning along parametric polynomial lane-change curves for a unicycle.
ROBIO
Chien-Sheng Wu, Zih-Yun Chiu, Jing-Sin Liu
2016 A* conf
Real-Time Speech Emotion and Sentiment Recognition for Interactive Dialogue Systems.
EMNLP
Dario Bertero, Farhad Bin Siddique, Chien-Sheng Wu, Yan Wan, Ricky Ho Yin Chan, Pascale Fung
2016 — conf
Towards Empathetic Human-Robot Interactions.
CICLing (2)
Pascale Fung, Dario Bertero, Yan Wan, Anik Dey, Ricky Ho Yin Chan, Farhad Bin Siddique, Yang Yang, Chien-Sheng Wu, Ruixi Lin
2016 J jnl
Towards Empathetic Human-Robot Interactions.
CoRR
Pascale Fung, Dario Bertero, Yan Wan, Anik Dey, Ricky Ho Yin Chan, Farhad Bin Siddique, Yang Yang, Chien-Sheng Wu, Ruixi Lin
2016 — conf
Zara: A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition.
COLING (Demos)
Pascale Fung, Anik Dey, Farhad Bin Siddique, Ruixi Lin, Yang Yang, Dario Bertero, Yan Wan, Ricky Ho Yin Chan, Chien-Sheng Wu