Yun-Nung Chen

Step-KTO: Optimizing Mathematical Reasoning through Stepwise Binary Feedback EMNLP 2025 Creativity in LLM-based Multi-Agent Systems: A Survey EMNLP 2025 Compound AI Systems Optimization: A Survey of Methods, Challenges, and Future Directions EMNLP 2025 MSR2: A Benchmark for Multi-Source Retrieval and Reasoning in Visual Question Answering NAACL 2025 LLMs are Biased Evaluators But Not Biased for Fact-Centric Retrieval Augmented Generation ACL 2025 None of the Above, Less of the Right Parallel Patterns in Human and LLM Performance on Multi-Choice Questions Answering ACL 2025 The Role of Exploration Modules in Small Language Models for Knowledge Graph Question Answering ACL 2025 Transferring Textual Preferences to Vision-Language Understanding through Model Merging ACL 2025 I Need Help! Evaluating LLM’s Ability to Ask for Users’ Support: A Case Study on Text-to-SQL Generation EMNLP 2024 StreamBench: Towards Benchmarking Continuous Improvement of Language Agents NIPS 2024 Injecting Salesperson’s Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning ACL 2024 Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models ACL 2024 Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling EACL 2024 Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization EMNLP 2024 FactAlign: Long-form Factuality Alignment of Large Language Models EMNLP 2024 Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models EMNLP 2024 Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance. EMNLP 2024 Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models EMNLP 2024 PairDistill: Pairwise Relevance Distillation for Dense Retrieval EMNLP 2024 DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging EMNLP 2024 Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations EMNLP 2023 Zero-Shot Dialogue Relation Extraction by Relating Explainable Triggers and Relation Names ACL 2023 Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning ACL 2023 LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models ACL 2023 Visually-Enhanced Phrase Understanding ACL 2023 Open-Domain Conversational Question Answering with Historical Answers AACL 2022 Contrastive Learning for Improving ASR Robustness in Spoken Language Understanding INTERSPEECH 2022 PLM-ICD: Automatic ICD Coding with Pretrained Language Models NAACL 2022 SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues ACL 2022 Relating Neural Text Degeneration to Exposure Bias EMNLP 2021 Real-time Tropical Cyclone Intensity Estimation by Handling Temporally Heterogeneous Satellite Data AAAI 2021 Mitigating Biases in Toxic Language Detection through Invariant Rationalization IJCNLP 2021 Modeling Diagnostic Label Correlation for Automatic ICD Coding NAACL 2021 Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity EMNLP 2021 Mitigating Biases in Toxic Language Detection through Invariant Rationalization ACL 2021 Dual Inference for Improving Language Understanding and Generation EMNLP 2020 An Empirical Study of Content Understanding in Conversational Question Answering AAAI 2020 Towards Unsupervised Language Understanding and Generation by Joint Dual Learning ACL 2020 Learning Spoken Language Representations with Neural Lattice Language Modeling ACL 2020 Lifelong Language Knowledge Distillation EMNLP 2020 What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding EMNLP 2020 Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering EMNLP 2020 TaylorGAN: Neighbor-Augmented Policy Update Towards Sample-Efficient Natural Language Generation NIPS 2020 FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension EMNLP 2019 Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation EMNLP 2019 Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding EMNLP 2019 What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition EMNLP 2019 QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization EMNLP 2019 DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs EMNLP 2019 Tree Transformer: Integrating Tree Structures into Self-Attention EMNLP 2019 Dual Supervised Learning for Natural Language Understanding and Generation ACL 2019 Tree Transformer: Integrating Tree Structures into Self-Attention IJCNLP 2019 DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs IJCNLP 2019 QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization IJCNLP 2019 What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition IJCNLP 2019 Proceedings of the First Workshop on NLP for Conversational AI ACL 2019 Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems NAACL 2019 Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning EMNLP 2018 Natural Language Generation by Hierarchical Decoding with Linguistic Patterns NAACL 2018 Deep Learning for Dialogue Systems COLING 2018 How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues NAACL 2018 Slot-Gated Modeling for Joint Slot Filling and Intent Prediction NAACL 2018 CLUSE: Cross-Lingual Unsupervised Sense Embeddings EMNLP 2018 Deep Learning for Dialogue Systems ACL 2017 Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access ACL 2017 MUSE: Modularizing Unsupervised Sense Embeddings EMNLP 2017 End-to-End Task-Completion Neural Dialogue Systems IJCNLP 2017 Open-Domain Neural Dialogue Systems IJCNLP 2017 Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning IJCNLP 2017 Order-Preserving Abstractive Summarization for Spoken Content Based on Connectionist Temporal Classification INTERSPEECH 2017 End-to-End Memory Networks with Knowledge Carryover for Multi-Turn Spoken Language Understanding INTERSPEECH 2016 Multi-Domain Joint Semantic Frame Parsing Using Bi-Directional RNN-LSTM INTERSPEECH 2016 Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding IJCNLP 2015 Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding ACL 2015 Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogue Systems ACL 2015 Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding NAACL 2015 Unsupervised Learning and Modeling of Knowledge and Intent for Spoken Dialogue Systems IJCNLP 2015 Prosody-Based Unsupervised Speech Summarization with Two-Layer Mutually Reinforced Random Walk IJCNLP 2013 Intra-Speaker Topic Modeling for Improved Multi-Party Meeting Summarization with Integrated Random Walk NAACL 2012 Towards Using EEG to Improve ASR Accuracy NAACL 2012