← Authors

Yun-Nung Chen

80 papers · 2012–2025 · 10 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (10) 🐝 Cross-Pollinator (11) πŸƒ Academic Marathon (13) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🌍 Conference Polyglot (10) 🧭 Keyword Pioneer 🌟 Keyword Trendsetter Combo (3) 🏠 Conference Loyalist (20) πŸ”¬ Deep Specialist (15) 🌱 Topic Pioneer 🧬 Topic Evolution πŸ† Keyword Champion (2) 🀝 Dynamic Duo (14) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (322) πŸ’Ž Century Club (80) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (11) ⚑ Prolific Year (12) ❓ The Questioner (4)

Conferences

EMNLP (28) ACL (20) IJCNLP (11) NAACL (10) INTERSPEECH (4) AAAI (2) NIPS (2) AACL (1) COLING (1) EACL (1)

Top co-authors

Hung-yi Lee (14) Chao-Wei Huang (13) Shang-Yu Su (9) Jianfeng Gao (6) Cheng-Kuang Wu (5) Dilek Hakkani-Tur (5) Yung-Sung Chuang (5) Asli Celikyilmaz (4) Zhi Rui Tam (4) Chieh-Yen Lin (4)

Keywords

large language model (13) dialogue system (11) question answering (5) representation learning (5) natural language understanding (5) natural language generation (5) multi-task learning (4) word sense disambiguation (4) spoken language understanding (4) zero-shot learning (4) neural network (4) vision-language model (4) reinforcement learning (4) dialogue generation (3) text generation (3) language model (3) transfer learning (3) unsupervised learning (3) multi-label classification (3) conversational ai (3)

Papers

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