Chien-Sheng Wu

ORCID

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 104

Top Venues

Publications

Prafulla Kumar Choubey, Alexander R. Fabbri, Jesse Vig, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization. ACL (Findings) (2023)
Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages. ACL (1) (2023)
Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles. CoRR (2023)
Philippe Laban, Jesse Vig, Marti A. Hearst, Caiming Xiong, Chien-Sheng Wu
Beyond the Chat: Executable and Verifiable Text-Editing with LLMs. CoRR (2023)
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
Next Steps for Human-Centered Generative AI: A Technical Perspective. CoRR (2023)
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
XGen-7B Technical Report. CoRR (2023)
Philippe Laban, Wojciech Kryscinski, Divyansh Agarwal, Alexander R. Fabbri, Caiming Xiong, Shafiq Joty, Chien-Sheng Wu
SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization. EMNLP (2023)
Philippe Laban, Lidiya Murakhovs'ka, Caiming Xiong, Chien-Sheng Wu
Are You Sure? Challenging LLMs Leads to Performance Drops in The FlipFlop Experiment. CoRR (2023)
Philippe Laban, Wojciech Kryscinski, Divyansh Agarwal, Alexander R. Fabbri, Caiming Xiong, Shafiq Joty, Chien-Sheng Wu
LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond. CoRR (2023)
Tuhin Chakrabarty, Philippe Laban, Divyansh Agarwal, Smaranda Muresan, Chien-Sheng Wu
Art or Artifice? Large Language Models and the False Promise of Creativity. CoRR (2023)
Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Xiang 'Anthony' Chen, Caiming Xiong
Designing and Evaluating Interfaces that Highlight News Coverage Diversity Using Discord Questions. CoRR (2023)
Chunxu Yang, Chien-Sheng Wu, Lidiya Murakhovs'ka, Philippe Laban, Xiang Chen
INTELMO: Enhancing Models' Adoption of Interactive Interfaces. EMNLP (Demos) (2023)
Lidiya Murakhovs'ka, Philippe Laban, Tian Xie, Caiming Xiong, Chien-Sheng Wu
Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems. CoRR (2023)
Yixin Liu, Alexander R. Fabbri, Jiawen Chen, Yilun Zhao, Simeng Han, Shafiq Joty, Pengfei Liu, Dragomir Radev, Chien-Sheng Wu, Arman Cohan
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization. CoRR (2023)
Philippe Laban, Jesse Vig, Wojciech Kryscinski, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages. CoRR (2023)
Yixin Liu, Alexander R. Fabbri, Yilun Zhao, Pengfei Liu, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation. EMNLP (2023)
Xiang, Chien-Sheng Wu, Lidiya Murakhovs'ka, Philippe Laban, Tong Niu, Wenhao Liu, Caiming Xiong
Marvista: Exploring the Design of a Human-AI Collaborative News Reading Tool. ACM Trans. Comput. Hum. Interact. 30 (6) (2023)
Prafulla Kumar Choubey, Alexander R. Fabbri, Caiming Xiong, Chien-Sheng Wu
Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries. CoRR (2023)
Lidiya Murakhovs'ka, Philippe Laban, Tian Xie, Caiming Xiong, Chien-Sheng Wu
Salespeople vs SalesBot: Exploring the Role of Educational Value in Conversational Recommender Systems. EMNLP (Findings) (2023)
Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Xiang 'Anthony' Chen, Caiming Xiong
Designing and Evaluating Interfaces that Highlight News Coverage Diversity Using Discord Questions. CHI (2023)
Yixin Liu, Alexander R. Fabbri, Pengfei Liu, Yilun Zhao, Linyong Nan, Ruilin Han, Simeng Han, Shafiq Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation. ACL (1) (2023)
Prafulla Kumar Choubey, Alexander R. Fabbri, Caiming Xiong, Chien-Sheng Wu
Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries. EMNLP (Findings) (2023)
Xiangyu Peng, Chen Xing, Prafulla Kumar Choubey, Chien-Sheng Wu, Caiming Xiong
Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning. ICLR (2023)
Yixin Liu, Alexander R. Fabbri, Yilun Zhao, Pengfei Liu, Shafiq R. Joty, Chien-Sheng Wu, Caiming Xiong, Dragomir Radev
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation. CoRR (2023)
Artidoro Pagnoni, Alexander R. Fabbri, Wojciech Kryscinski, Chien-Sheng Wu
Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization. ACL (1) (2023)
Fan Yin, Jesse Vig, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning. ACL (1) (2023)
Xiang 'Anthony' Chen, Chien-Sheng Wu, Tong Niu, Wenhao Liu, Caiming Xiong
Marvista: A Human-AI Collaborative Reading Tool. CoRR (2022)
Philippe Laban, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets. CoRR (2022)
Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong
QAConv: Question Answering on Informative Conversations. ACL (1) (2022)
Jesse Vig, Alexander R. Fabbri, Wojciech Kryscinski, Chien-Sheng Wu, Wenhao Liu
Exploring Neural Models for Query-Focused Summarization. NAACL-HLT (Findings) (2022)
Xiangyu Peng, Chen Xing, Prafulla Kumar Choubey, Chien-Sheng Wu, Caiming Xiong
Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning. CoRR (2022)
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
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models. EMNLP (2022)
Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani
Conformal Predictor for Improving Zero-shot Text Classification Efficiency. CoRR (2022)
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
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation. CoRR (2022)
Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Xiang Chen, Caiming Xiong
Discord Questions: A Computational Approach To Diversity Analysis in News Coverage. EMNLP (Findings) (2022)
Alexander R. Fabbri, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization. NAACL-HLT (2022)
Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Xiang 'Anthony' Chen, Caiming Xiong
Discord Questions: A Computational Approach To Diversity Analysis in News Coverage. CoRR (2022)
Prakhar Gupta, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
DialFact: A Benchmark for Fact-Checking in Dialogue. ACL (1) (2022)
Lidiya Murakhovs'ka, Chien-Sheng Wu, Philippe Laban, Tong Niu, Wenhao Liu, Caiming Xiong
MixQG: Neural Question Generation with Mixed Answer Types. NAACL-HLT (Findings) (2022)
Artidoro Pagnoni, Alexander R. Fabbri, Wojciech Kryscinski, Chien-Sheng Wu
Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization. CoRR (2022)
Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani
Conformal Predictor for Improving Zero-Shot Text Classification Efficiency. EMNLP (2022)
Liang Qiu, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
Structure Extraction in Task-Oriented Dialogues with Slot Clustering. CoRR (2022)
Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Wenhao Liu, Caiming Xiong
Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation. NAACL-HLT (Findings) (2022)
Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Wenhao Liu, Caiming Xiong
Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation. CoRR (2022)
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
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models. CoRR (2022)
Philippe Laban, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
Near-Negative Distinction: Giving a Second Life to Human Evaluation Datasets. EMNLP (2022)
Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong
Improving Factual Consistency in Summarization with Compression-Based Post-Editing. EMNLP (2022)
Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong
Improving Factual Consistency in Summarization with Compression-Based Post-Editing. CoRR (2022)
Alexander R. Fabbri, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
QAFactEval: Improved QA-Based Factual Consistency Evaluation for Summarization. CoRR (2021)
Lidiya Murakhovs'ka, Chien-Sheng Wu, Tong Niu, Wenhao Liu, Caiming Xiong
MixQG: Neural Question Generation with Mixed Answer Types. CoRR (2021)
Chien-Sheng Wu, Andrea Madotto, Wenhao Liu, Pascale Fung, Caiming Xiong
QAConv: Question Answering on Informative Conversations. CoRR (2021)
Chien-Sheng Wu, Linqing Liu, Wenhao Liu, Pontus Stenetorp, Caiming Xiong
Controllable Abstractive Dialogue Summarization with Sketch Supervision. CoRR (2021)
Tao Yu, Chien-Sheng Wu, Xi Victoria Lin, Bailin Wang, Yi Chern Tan, Xinyi Yang, Dragomir R. Radev, Richard Socher, Caiming Xiong
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing. ICLR (2021)
Chien-Sheng Wu, Linqing Liu, Wenhao Liu, Pontus Stenetorp, Caiming Xiong
Controllable Abstractive Dialogue Summarization with Sketch Supervision. ACL/IJCNLP (Findings) (2021)
Prakhar Gupta, Chien-Sheng Wu, Wenhao Liu, Caiming Xiong
DialFact: A Benchmark for Fact-Checking in Dialogue. CoRR (2021)
Jesse Vig, Alexander R. Fabbri, Wojciech Kryscinski, Chien-Sheng Wu, Wenhao Liu
Exploring Neural Models for Query-Focused Summarization. CoRR (2021)
Chien-Sheng Wu, Steven Chu-Hong Hoi, Caiming Xiong
Improving Limited Labeled Dialogue State Tracking with Self-Supervision. CoRR (2020)
Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading. ACL (2020)
Jianguo Zhang, Kazuma Hashimoto, Chien-Sheng Wu, Yao Wang, Philip S. Yu, Richard Socher, Caiming Xiong
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking. *SEM@COLING (2020)
Chien-Sheng Wu, Steven C. H. Hoi, Richard Socher, Caiming Xiong
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue. EMNLP (1) (2020)
Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading. CoRR (2020)
Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin, Peng Xu, Pascale Fung
Getting To Know You: User Attribute Extraction from Dialogues. LREC (2020)
Chien-Sheng Wu, Steven C. H. Hoi, Caiming Xiong
Improving Limited Labeled Dialogue State Tracking with Self-Supervision. EMNLP (Findings) (2020)
Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, Semih Yavuz, Richard Socher
A Simple Language Model for Task-Oriented Dialogue. CoRR (2020)
Chien-Sheng Wu, Caiming Xiong
Probing Task-Oriented Dialogue Representation from Language Models. EMNLP (1) (2020)
Yifan Gao, Chien-Sheng Wu, Jingjing Li, Shafiq R. Joty, Steven C. H. Hoi, Caiming Xiong, Irwin King, Michael R. Lyu
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading. EMNLP (1) (2020)
Chien-Sheng Wu, Caiming Xiong
Probing Task-Oriented Dialogue Representation from Language Models. CoRR (2020)
Yifan Gao, Chien-Sheng Wu, Shafiq R. Joty, Caiming Xiong, Richard Socher, Irwin King, Michael R. Lyu, Steven C. H. Hoi
EMT: Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading. CoRR (2020)
Jianguo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference. CoRR (2020)
Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, Jamin Shin, Pascale Fung
Attention over Parameters for Dialogue Systems. CoRR (2020)
Chien-Sheng Wu, Steven C. H. Hoi, Richard Socher, Caiming Xiong
ToD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogues. CoRR (2020)
Jianguo Zhang, Kazuma Hashimoto, Wenhao Liu, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference. EMNLP (1) (2020)
Ehsan Hosseini-Asl, Bryan McCann, Chien-Sheng Wu, Semih Yavuz, Richard Socher
A Simple Language Model for Task-Oriented Dialogue. NeurIPS (2020)
Tao Yu, Chien-Sheng Wu, Xi Victoria Lin, Bailin Wang, Yi Chern Tan, Xinyi Yang, Dragomir R. Radev, Richard Socher, Caiming Xiong
GraPPa: Grammar-Augmented Pre-Training for Table Semantic Parsing. CoRR (2020)
Andrea Madotto, Zhaojiang Lin, Chien-Sheng Wu, Pascale Fung
Personalizing Dialogue Agents via Meta-Learning. ACL (1) (2019)
Chien-Sheng Wu, Richard Socher, Caiming Xiong
Global-to-local Memory Pointer Networks for Task-Oriented Dialogue. CoRR (2019)
Zhaojiang Lin, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
Personalizing Dialogue Agents via Meta-Learning. CoRR (2019)
Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems. CoRR (2019)
Chien-Sheng Wu
Learning to Memorize in Neural Task-Oriented Dialogue Systems. CoRR (2019)
Chien-Sheng Wu, Andrea Madotto, Zhaojiang Lin, Peng Xu, Pascale Fung
Getting To Know You: User Attribute Extraction from Dialogues. CoRR (2019)
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences. CoNLL (2019)
Peng Xu, Chien-Sheng Wu, Andrea Madotto, Pascale Fung
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. CoRR (2019)
Peng Xu, Chien-Sheng Wu, Andrea Madotto, Pascale Fung
Clickbait? Sensational Headline Generation with Auto-tuned Reinforcement Learning. EMNLP/IJCNLP (1) (2019)
Chien-Sheng Wu, Richard Socher, Caiming Xiong
Global-to-local Memory Pointer Networks for Task-Oriented Dialogue. ICLR (Poster) (2019)
Chien-Sheng Wu, Andrea Madotto, Ehsan Hosseini-Asl, Caiming Xiong, Richard Socher, Pascale Fung
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems. ACL (1) (2019)
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences. CoRR (2019)
Jianguo Zhang, Kazuma Hashimoto, Chien-Sheng Wu, Yao Wan, Philip S. Yu, Richard Socher, Caiming Xiong
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking. CoRR (2019)
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
Towards End-to-end Automatic Code-Switching Speech Recognition. CoRR (2018)
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
Learn to Code-Switch: Data Augmentation using Copy Mechanism on Language Modeling. CoRR (2018)
Genta Indra Winata, Chien-Sheng Wu, Andrea Madotto, Pascale Fung
Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition. CodeSwitch@ACL (2018)
Andrea Madotto, Chien-Sheng Wu, Pascale Fung
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems. CoRR (2018)
Peng Xu, Andrea Madotto, Chien-Sheng Wu, Ji Ho Park, Pascale Fung
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training. WASSA@EMNLP (2018)
Andrea Madotto, Chien-Sheng Wu, Pascale Fung
Mem2Seq: Effectively Incorporating Knowledge Bases into End-to-End Task-Oriented Dialog Systems. ACL (1) (2018)
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning. CoRR (2018)
Peng Xu, Andrea Madotto, Chien-Sheng Wu, Ji Ho Park, Pascale Fung
Emo2Vec: Learning Generalized Emotion Representation by Multi-task Training. CoRR (2018)
Genta Indra Winata, Chien-Sheng Wu, Andrea Madotto, Pascale Fung
Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition. CoRR (2018)
Nayeon Lee, Chien-Sheng Wu, Pascale Fung
Improving Large-Scale Fact-Checking using Decomposable Attention Models and Lexical Tagging. EMNLP (2018)
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu, Pascale Fung
Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning. CodeSwitch@ACL (2018)
Chien-Sheng Wu, Andrea Madotto, Genta Indra Winata, Pascale Fung
End-to-End Dynamic Query Memory Network for Entity-Value Independent Task-Oriented Dialog. ICASSP (2018)
Chien-Sheng Wu, Zih-Yun Chiu, Jing-Sin Liu
Simulations for time-optimal trajectory planning along parametric polynomial lane-change curves for a unicycle. ROBIO (2017)

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Publication Activity (10 Years)

Top Topics

Top Venues

Chien-Sheng Wu