NLPExplorer

Yun Nung Chen

Number of Papers:- 69

Number of Citations:- 40

First ACL Paper:- 2012

Latest ACL Paper:- 2024

Venues:-

NAACL

NLP4ConvAI

SIGDIAL

ClinicalNLP

BlackboxNLP

COLING

EMNLP

WOAH

Findings

LREC

ACL

EANCS

SIGHAN

IJCNLP

INLG

Co-Authors:-

Abhinav Rastogi

Alborz Geramifard

Alexander Rudnicky

Alexander Te Wei Shieh

Alexandros Papangelis

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Unsupervised Multilingual Dense Retrieval via Generative Pseudo Labeling F i n d i n g s - E A C L

Visualizing Dialogues: Enhancing Image Selection through Dialogue Understanding with Large Language Models F i n d i n g s - A C L

Chang-Sheng Kao | Yun-Nung Chen |

Injecting Salesperson’s Dialogue Strategies in Large Language Models with Chain-of-Thought Reasoning F i n d i n g s - A C L

Wen Chang | Yun-Nung Chen |

Proceedings of the 6th Workshop on NLP for Conversational AI (NLP4ConvAI 2024) NLP4ConvAI WS

I Need Help! Evaluating LLM’s Ability to Ask for Users’ Support: A Case Study on Text-to-SQL Generation EMNLP

Findings of the Association for Computational Linguistics: EMNLP 2024 F i n d i n g s - E M N L P

Yaser Al-Onaizan | Mohit Bansal | Yun-Nung Chen |

Efficient Unseen Language Adaptation for Multilingual Pre-Trained Language Models EMNLP

Po-Heng Chen | Yun-Nung Chen |

Let Me Speak Freely? A Study On The Impact Of Format Restrictions On Large Language Model Performance. EMNLP

Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization F i n d i n g s - E M N L P

DogeRM: Equipping Reward Models with Domain Knowledge through Model Merging EMNLP

Tzu-Han Lin | Chen-An Li | Hung-yi Lee | Yun-Nung Chen |

FactAlign: Long-form Factuality Alignment of Large Language Models F i n d i n g s - E M N L P

Chao-Wei Huang | Yun-Nung Chen |

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing EMNLP

Yaser Al-Onaizan | Mohit Bansal | Yun-Nung Chen |

PairDistill: Pairwise Relevance Distillation for Dense Retrieval EMNLP

Chao-Wei Huang | Yun-Nung Chen |

Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models F i n d i n g s - E M N L P

CONVERSER: Few-shot Conversational Dense Retrieval with Synthetic Data Generation SIGDIAL

Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations EMNLP

Wei-Lin Chen | Cheng-Kuang Wu | Yun-Nung Chen | Hsin-Hsi Chen |

Zero-Shot Prompting for Implicit Intent Prediction and Recommendation with Commonsense Reasoning F i n d i n g s - A C L

Hui-Chi Kuo | Yun-Nung Chen |

Visually-Enhanced Phrase Understanding F i n d i n g s - A C L

Tsu-Yuan Hsu | Chen-An Li | Chao-Wei Huang | Yun-Nung Chen |

SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues ACL

Ssu Chiu | Maolin Li | Yen-Ting Lin | Yun-Nung Chen |

Proceedings of the 4th Workshop on NLP for Conversational AI ACL NLP4ConvAI

PLM-ICD: Automatic ICD Coding with Pretrained Language Models ClinicalNLP NAACL

Chao-Wei Huang | Shang-Chi Tsai | Yun-Nung Chen |

Open-Domain Conversational Question Answering with Historical Answers F i n d i n g s - A A C L

Hung-Chieh Fang | Kuo-Han Hung | Chen-Wei Huang | Yun-Nung Chen |

Controllable User Dialogue Act Augmentation for Dialogue State Tracking SIGDIAL

Chun-Mao Lai | Ming-Hao Hsu | Chao-Wei Huang | Yun-Nung Chen |

TREND: Trigger-Enhanced Relation-Extraction Network for Dialogues SIGDIAL

Po-Wei Lin | Shang-Yu Su | Yun-Nung Chen |

Modeling Diagnostic Label Correlation for Automatic ICD Coding NAACL

Shang-Chi Tsai | Chao-Wei Huang | Yun-Nung Chen |

The First Workshop on Evaluations and Assessments of Neural Conversation Systems EANCS EMNLP

Relating Neural Text Degeneration to Exposure Bias BlackboxNLP EMNLP

Ting-Rui Chiang | Yun-Nung Chen |

Proceedings of the 3rd Workshop on Natural Language Processing for Conversational AI EMNLP NLP4ConvAI

Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity EMNLP

Mitigating Biases in Toxic Language Detection through Invariant Rationalization ACL IJCNLP WOAH

Towards Unsupervised Language Understanding and Generation by Joint Dual Learning ACL

Shang-Yu Su | Chao-Wei Huang | Yun-Nung Chen |

Learning Spoken Language Representations with Neural Lattice Language Modeling ACL

Chao-Wei Huang | Yun-Nung Chen |

Dual Inference for Improving Language Understanding and Generation EMNLP Findings

Shang-Yu Su | Yung-Sung Chuang | Yun-Nung Chen |

Zero-Shot Rationalization by Multi-Task Transfer Learning from Question Answering EMNLP Findings

What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding EMNLP

Yu-An Wang | Yun-Nung Chen |

Lifelong Language Knowledge Distillation EMNLP

Yung-Sung Chuang | Shang-Yu Su | Yun-Nung Chen |

Tree Transformer: Integrating Tree Structures into Self-Attention EMNLP

Yaushian Wang | Hung-Yi Lee | Yun-Nung Chen |

DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs EMNLP

Yi-Lin Tuan | Yun-Nung Chen | Hung-yi Lee |

QAInfomax: Learning Robust Question Answering System by Mutual Information Maximization EMNLP

Yi-Ting Yeh | Yun-Nung Chen |

What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition EMNLP

Ting-Yun Chang | Yun-Nung Chen |

FlowDelta: Modeling Flow Information Gain in Reasoning for Conversational Machine Comprehension EMNLP WS

Yi-Ting Yeh | Yun-Nung Chen |

Leveraging Hierarchical Category Knowledge for Data-Imbalanced Multi-Label Diagnostic Text Understanding EMNLP WS

Shang-Chi Tsai | Ting-Yun Chang | Yun-Nung Chen |

Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation EMNLP WS

Alexander Te-Wei Shieh | Yung-Sung Chuang | Shang-Yu Su | Yun-Nung Chen |

Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems NAACL

Ting-Rui Chiang | Yun-Nung Chen |

Dual Supervised Learning for Natural Language Understanding and Generation ACL

Shang-Yu Su | Chao-Wei Huang | Yun-Nung Chen |

Proceedings of the First Workshop on NLP for Conversational AI ACL WS

Deep Learning for Dialogue Systems COLING

Yun-Nung Chen | Asli Celikyilmaz | Dilek Hakkani-Tür |

CLUSE: Cross-Lingual Unsupervised Sense Embeddings EMNLP

Ta-Chung Chi | Yun-Nung Chen |

Discriminative Deep Dyna-Q: Robust Planning for Dialogue Policy Learning EMNLP

How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues NAACL

Shang-Yu Su | Pei-Chieh Yuan | Yun-Nung Chen |

Natural Language Generation by Hierarchical Decoding with Linguistic Patterns NAACL

Shang-Yu Su | Kai-Ling Lo | Yi-Ting Yeh | Yun-Nung Chen |

Slot-Gated Modeling for Joint Slot Filling and Intent Prediction NAACL

MUSE: Modularizing Unsupervised Sense Embeddings EMNLP

Guang-He Lee | Yun-Nung Chen |

End-to-End Task-Completion Neural Dialogue Systems IJCNLP

Speaker Role Contextual Modeling for Language Understanding and Dialogue Policy Learning IJCNLP

Ta-Chung Chi | Po-Chun Chen | Shang-Yu Su | Yun-Nung Chen |

Open-Domain Neural Dialogue Systems IJCNLP

Yun-Nung Chen | Jianfeng Gao |

Towards End-to-End Reinforcement Learning of Dialogue Agents for Information Access ACL

Deep Learning for Dialogue Systems ACL

Yun-Nung Chen | Asli Celikyilmaz | Dilek Hakkani-Tür |

AIMU: Actionable Items for Meeting Understanding LREC

Yun-Nung Chen | Dilek Hakkani-Tür |

AppDialogue: Multi-App Dialogues for Intelligent Assistants LREC

Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding NAACL

Yun-Nung Chen | William Yang Wang | Alexander Rudnicky |

Two-Stage Stochastic Natural Language Generation for Email Synthesis by Modeling Sender Style and Topic Structure INLG WS

Yun-Nung Chen | Alexander Rudnicky |