Yansong Feng

CLARity: Reasoning Consistency Alone Can Teach Reinforced Experts ACL 2026 D2Plan: Dual-Agent Dynamic Global Planning for Complex Retrieval-Augmented Reasoning ACL 2026 Efficient Low-Resource Language Adaptation via Multi-Source Dynamic Logit Fusion ACL 2026 From Single to Societal: Analyzing Persona-Induced Bias in Multi-Agent Interactions AAAI 2026 Automating Legal Interpretation with LLMs: Retrieval, Generation, and Evaluation ACL 2025 Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering COLING 2025 Cross-Lingual Transfer of Cultural Knowledge: An Asymmetric Phenomenon ACL 2025 EpiCoDe: Boosting Model Performance Beyond Training with Extrapolation and Contrastive Decoding ACL 2025 How Much Do Large Language Models Know about Human Motion? A Case Study in 3D Avatar Control EMNLP 2025 JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning EMNLP 2025 MiLiC-Eval: Benchmarking Multilingual LLMs for China’s Minority Languages ACL 2025 Read it in Two Steps: Translating Extremely Low-Resource Languages with Code-Augmented Grammar Books ACL 2025 Recipe2Plan: Evaluating Planning Abilities of LLMs for Efficient and Feasible Multitasking with Time Constraints Between Actions EMNLP 2025 Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data ACL 2024 CASA: Causality-driven Argument Sufficiency Assessment NAACL 2024 Chain of Condition: Construct, Verify and Solve Conditions for Conditional Question Answering EMNLP 2024 ELLA: Empowering LLMs for Interpretable, Accurate and Informative Legal Advice ACL 2024 Harder Task Needs More Experts: Dynamic Routing in MoE Models ACL 2024 MC2: Towards Transparent and Culturally-Aware NLP for Minority Languages in China ACL 2024 Motion Generation from Fine-grained Textual Descriptions COLING 2024 Probing Multimodal Large Language Models for Global and Local Semantic Representations COLING 2024 ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context EMNLP 2024 Teaching Large Language Models an Unseen Language on the Fly ACL 2024 Unlocking the Potential of Model Merging for Low-Resource Languages EMNLP 2024 Align-then-Enhance: Multilingual Entailment Graph Enhancement with Soft Predicate Alignment ACL 2023 An Intra-Class Relation Guided Approach for Code Comment Generation EACL 2023 Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study ICLR 2023 Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension EACL 2023 DiNeR: A Large Realistic Dataset for Evaluating Compositional Generalization EMNLP 2023 Enhancing Structured Evidence Extraction for Fact Verification EMNLP 2023 From the One, Judge of the Whole: Typed Entailment Graph Construction with Predicate Generation ACL 2023 How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension ACL 2023 Learning Dynamic Representations for Discourse Dependency Parsing EMNLP 2023 More than Classification: A Unified Framework for Event Temporal Relation Extraction ACL 2023 Structure-Discourse Hierarchical Graph for Conditional Question Answering on Long Documents ACL 2023 The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ACL 2023 UnifEE: Unified Evidence Extraction for Fact Verification EACL 2023 Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario EMNLP 2022 Do Charge Prediction Models Learn Legal Theory? EMNLP 2022 Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED ACL 2022 Dual-Channel Evidence Fusion for Fact Verification over Texts and Tables NAACL 2022 Entailment Graph Learning with Textual Entailment and Soft Transitivity ACL 2022 Improve Discourse Dependency Parsing with Contextualized Representations NAACL 2022 Things not Written in Text: Exploring Spatial Commonsense from Visual Signals ACL 2022 Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis NAACL 2021 Exploring Distantly-Labeled Rationales in Neural Network Models ACL 2021 Extract, Integrate, Compete: Towards Verification Style Reading Comprehension EMNLP 2021 Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models NAACL 2021 Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study NAACL 2021 Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction ACL 2021 Why Machine Reading Comprehension Models Learn Shortcuts? ACL 2021 Coordinated Reasoning for Cross-Lingual Knowledge Graph Alignment AAAI 2020 Domain Adaptation for Semantic Parsing IJCAI 2020 Exploring Question-Specific Rewards for Generating Deep Questions COLING 2020 Integrating Relation Constraints with Neural Relation Extractors AAAI 2020 Latent Template Induction with Gumbel-CRFs NeurIPS 2020 Neighborhood Matching Network for Entity Alignment ACL 2020 Semantic Graphs for Generating Deep Questions ACL 2020 Towards Context-Aware Code Comment Generation EMNLP 2020 Understanding Procedural Text using Interactive Entity Networks EMNLP 2020 Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network ACL 2019 Easy First Relation Extraction with Information Redundancy EMNLP 2019 Enhancing Key-Value Memory Neural Networks for Knowledge Based Question Answering NAACL 2019 Generating Classical Chinese Poems from Vernacular Chinese EMNLP 2019 Jointly Learning Entity and Relation Representations for Entity Alignment EMNLP 2019 Lattice CNNs for Matching Based Chinese Question Answering AAAI 2019 Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems ACL 2019 Learning to Update Knowledge Graphs by Reading News EMNLP 2019 Paraphrase Generation with Latent Bag of Words NeurIPS 2019 Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs IJCAI 2019 Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems EMNLP 2019 Learning to Converse with Noisy Data: Generation with Calibration IJCAI 2018 Marrying Up Regular Expressions with Neural Networks: A Case Study for Spoken Language Understanding ACL 2018 Modeling discourse cohesion for discourse parsing via memory network ACL 2018 Multi-grained Attention Network for Aspect-Level Sentiment Classification EMNLP 2018 Natural Answer Generation with Heterogeneous Memory NAACL 2018 SQL-to-Text Generation with Graph-to-Sequence Model EMNLP 2018 How to Make Context More Useful? An Empirical Study on Context-Aware Neural Conversational Models ACL 2017 Learning to Predict Charges for Criminal Cases with Legal Basis EMNLP 2017 Learning with Noise: Enhance Distantly Supervised Relation Extraction with Dynamic Transition Matrix ACL 2017 Towards Implicit Content-Introducing for Generative Short-Text Conversation Systems EMNLP 2017 Hybrid Question Answering over Knowledge Base and Free Text COLING 2016 Methods and Theories for Large-scale Structured Prediction EMNLP 2016 Question Answering on Freebase via Relation Extraction and Textual Evidence ACL 2016 Semantic Interpretation of Superlative Expressions via Structured Knowledge Bases ACL 2015 Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling EMNLP 2015 Encoding Relation Requirements for Relation Extraction via Joint Inference ACL 2014 Joint Inference for Knowledge Base Population EMNLP 2014 Explore Person Specific Evidence in Web Person Name Disambiguation EMNLP 2012 Towards Automatic Construction of Knowledge Bases from Chinese Online Resources ACL 2012 How Many Words Is a Picture Worth? Automatic Caption Generation for News Images ACL 2010 Title Generation with Quasi-Synchronous Grammar EMNLP 2010 Topic Models for Image Annotation and Text Illustration NAACL 2010 Visual Information in Semantic Representation NAACL 2010 Automatic Image Annotation Using Auxiliary Text Information ACL 2008