Yufang Hou

AI-assisted Scientific Discovery, Experimentation, Content Generation, and Evaluation EACL 2026 AutoForest: Automatically Generating Forest Plots from Biomedical Studies with End-to-End Evidence Extraction and Synthesis ACL 2026 FactCorrector: A Graph-Inspired Approach to Long-Form Factuality Correction of Large Language Models ACL 2026 Query-driven Document-level Scientific Evidence Extraction from Biomedical Studies ACL 2025 FactReasoner: A Probabilistic Approach to Long-Form Factuality Assessment for Large Language Models EMNLP 2025 MathBuddy: A Multimodal System for Affective Math Tutoring EMNLP 2025 A Position Paper on the Automatic Generation of Machine Learning Leaderboards EMNLP 2025 Enhancing Study-Level Inference from Clinical Trial Papers via Reinforcement Learning-Based Numeric Reasoning EMNLP 2025 The Nature of NLP: Analyzing Contributions in NLP Papers ACL 2025 TaxoAlign: Scholarly Taxonomy Generation Using Language Models EMNLP 2025 Grounding Fallacies Misrepresenting Scientific Publications in Evidence NAACL 2025 A Multi-persona Framework for Argument Quality Assessment ACL 2025 SciDoc2Diagrammer-MAF: Towards Generation of Scientific Diagrams from Documents guided by Multi-Aspect Feedback Refinement EMNLP 2024 Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization EACL 2024 On the Role of Summary Content Units in Text Summarization Evaluation NAACL 2024 WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia NIPS 2024 Missci: Reconstructing Fallacies in Misrepresented Science ACL 2024 Systematic Task Exploration with LLMs: A Study in Citation Text Generation ACL 2024 How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study ACL 2024 Beyond Abstracts: A New Dataset, Prompt Design Strategy and Method for Biomedical Synthesis Generation ACL 2024 A Course Shared Task on Evaluating LLM Output for Clinical Questions ACL 2024 Efficient Performance Tracking: Leveraging Large Language Models for Automated Construction of Scientific Leaderboards EMNLP 2024 ‘Don’t Get Too Technical with Me’: A Discourse Structure-Based Framework for Automatic Science Journalism EMNLP 2023 Are Fairy Tales Fair? Analyzing Gender Bias in Temporal Narrative Event Chains of Children’s Fairy Tales ACL 2023 PairSpanBERT: An Enhanced Language Model for Bridging Resolution ACL 2023 Matching Pairs: Attributing Fine-Tuned Models to their Pre-Trained Large Language Models ACL 2023 A Needle in a Haystack: An Analysis of High-Agreement Workers on MTurk for Summarization ACL 2023 A Diachronic Analysis of Paradigm Shifts in NLP Research: When, How, and Why? EMNLP 2023 CiteBench: A Benchmark for Scientific Citation Text Generation EMNLP 2023 GEMv2: Multilingual NLG Benchmarking in a Single Line of Code EMNLP 2022 Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension ACL 2022 Constrained Multi-Task Learning for Bridging Resolution ACL 2022 Educational Question Generation of Children Storybooks via Question Type Distribution Learning and Event-centric Summarization ACL 2022 Finding Sub-task Structure with Natural Language Instruction ACL 2022 End-to-End Neural Bridging Resolution COLING 2022 Missing Counter-Evidence Renders NLP Fact-Checking Unrealistic for Misinformation EMNLP 2022 D2S: Document-to-Slide Generation Via Query-Based Text Summarization NAACL 2021 End-to-end Neural Information Status Classification EMNLP 2021 Argument Mining for Scholarly Document Processing: Taking Stock and Looking Ahead NAACL 2021 Probing for Bridging Inference in Transformer Language Models NAACL 2021 The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics ACL 2021 End-to-End Construction of NLP Knowledge Graph ACL 2021 Employing Argumentation Knowledge Graphs for Neural Argument Generation ACL 2021 Employing Argumentation Knowledge Graphs for Neural Argument Generation IJCNLP 2021 End-to-End Construction of NLP Knowledge Graph IJCNLP 2021 The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics IJCNLP 2021 HAConvGNN: Hierarchical Attention Based Convolutional Graph Neural Network for Code Documentation Generation in Jupyter Notebooks EMNLP 2021 Overview of the 2021 Key Point Analysis Shared Task EMNLP 2021 Ensembling Graph Predictions for AMR Parsing NIPS 2021 TDMSci: A Specialized Corpus for Scientific Literature Entity Tagging of Tasks Datasets and Metrics EACL 2021 Fine-grained Information Status Classification Using Discourse Context-Aware BERT COLING 2020 Corpus Wide Argument Mining—A Working Solution AAAI 2020 Bridging Anaphora Resolution as Question Answering ACL 2020 End-to-End Argumentation Knowledge Graph Construction AAAI 2020 A Summarization System for Scientific Documents EMNLP 2019 Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction ACL 2019 A Summarization System for Scientific Documents IJCNLP 2019 Extracting Factual Min/Max Age Information from Clinical Trial Studies NAACL 2019 A Deterministic Algorithm for Bridging Anaphora Resolution EMNLP 2018 Enhanced Word Representations for Bridging Anaphora Resolution NAACL 2018 Know Who Your Friends Are: Understanding Social Connections from Unstructured Text NAACL 2018 Will it Blend? Blending Weak and Strong Labeled Data in a Neural Network for Argumentation Mining ACL 2018 Argumentation Quality Assessment: Theory vs. Practice ACL 2017 Computational Argumentation Quality Assessment in Natural Language EACL 2017 Incremental Fine-grained Information Status Classification Using Attention-based LSTMs COLING 2016 A Rule-Based System for Unrestricted Bridging Resolution: Recognizing Bridging Anaphora and Finding Links to Antecedents EMNLP 2014 Cascading Collective Classification for Bridging Anaphora Recognition using a Rich Linguistic Feature Set EMNLP 2013 Global Inference for Bridging Anaphora Resolution NAACL 2013 Collective Classification for Fine-grained Information Status ACL 2012