Fei Liu

DeFine: Decision-Making with Analogical Reasoning over Factor Profiles ACL 2025 STRUX: An LLM for Decision-Making with Structured Explanations NAACL 2025 Identifying Factual Inconsistencies in Summaries: Grounding LLM Inference via Task Taxonomy EMNLP 2024 InFoBench: Evaluating Instruction Following Ability in Large Language Models ACL 2024 LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024 SportsMetrics: Blending Text and Numerical Data to Understand Information Fusion in LLMs ACL 2024 When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives EMNLP 2024 DecipherPref: Analyzing Influential Factors in Human Preference Judgments via GPT-4 EMNLP 2023 Generating User-Engaging News Headlines ACL 2023 MeetingBank: A Benchmark Dataset for Meeting Summarization ACL 2023 Generating Coherent Narratives with Subtopic Planning to Answer How-to Questions EMNLP 2022 Generation of Patient After-Visit Summaries to Support Physicians COLING 2022 Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition NAACL 2022 Toward Unifying Text Segmentation and Long Document Summarization EMNLP 2022 Towards Abstractive Grounded Summarization of Podcast Transcripts ACL 2022 A New Approach to Overgenerating and Scoring Abstractive Summaries NAACL 2021 CATE: Computation-aware Neural Architecture Encoding with Transformers ICML 2021 Modeling Endorsement for Multi-Document Abstractive Summarization EMNLP 2021 Semantic Parsing of Brief and Multi-Intent Natural Language Utterances EACL 2021 StreamHover: Livestream Transcript Summarization and Annotation EMNLP 2021 A Cascade Approach to Neural Abstractive Summarization with Content Selection and Fusion AACL 2020 Better Highlighting: Creating Sub-Sentence Summary Highlights EMNLP 2020 Controlling the Amount of Verbatim Copying in Abstractive Summarization AAAI 2020 Joint Parsing and Generation for Abstractive Summarization AAAI 2020 Learning to Fuse Sentences with Transformers for Summarization EMNLP 2020 Self-Attention Network for Skeleton-based Human Action Recognition WACV 2020 Understanding Points of Correspondence between Sentences for Abstractive Summarization ACL 2020 Analyzing Sentence Fusion in Abstractive Summarization EMNLP 2019 Improving the Similarity Measure of Determinantal Point Processes for Extractive Multi-Document Summarization ACL 2019 Multi-Document Summarization with Determinantal Point Processes and Contextualized Representations EMNLP 2019 Scoring Sentence Singletons and Pairs for Abstractive Summarization ACL 2019 Abstract Meaning Representation for Multi-Document Summarization COLING 2018 Adapting the Neural Encoder-Decoder Framework from Single to Multi-Document Summarization EMNLP 2018 Automatic Detection of Vague Words and Sentences in Privacy Policies EMNLP 2018 Structure-Infused Copy Mechanisms for Abstractive Summarization COLING 2018 Improving Multi-documents Summarization by Sentence Compression based on Expanded Constituent Parse Trees EMNLP 2014 A Participant-based Approach for Event Summarization Using Twitter Streams NAACL 2013 Document Summarization via Guided Sentence Compression EMNLP 2013 A Broad-Coverage Normalization System for Social Media Language ACL 2012 Insertion, Deletion, or Substitution? Normalizing Text Messages without Pre-categorization nor Supervision ACL 2011 Learning from Chinese-English Parallel Data for Chinese Tense Prediction IJCNLP 2011 From Extractive to Abstractive Meeting Summaries: Can It Be Done by Sentence Compression? ACL 2009 Unsupervised Approaches for Automatic Keyword Extraction Using Meeting Transcripts NAACL 2009