← Authors

Min-Yen Kan

104 papers · 2006–2025 · 11 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (11) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (120) 🌉 Interdisciplinary Bridge 🌈 Renaissance Researcher (12) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (10) 🏃 Academic Marathon (19) 🏠 Conference Loyalist (30) 🤝 Dynamic Duo (19) 🔬 Deep Specialist (11) 🧬 Topic Evolution 🏆 Keyword Champion (2) ❓ The Questioner (4) 🚀 Conference Pioneer 🗃️ Keyword Collector (312) ⚡ Prolific Year (21) 🔥 Unstoppable (9) 💎 Century Club (104) 📈 Trend Setter

Conferences

ACL (30) EMNLP (29) COLING (13) NAACL (10) IJCNLP (8) EACL (5) AACL (3) SEMEVAL (3) ICLR (1) IJCAI (1) NIPS (1)

Top co-authors

Liangming Pan (19) Shafiq Joty (8) Kenji Kawaguchi (7) Wenhu Chen (6) Preslav Nakov (6) William Yang Wang (6) Abhinav Ramesh Kashyap (6) Samson Tan (6) Yuxi Xie (6) Nancy Chen (6)

Research topics

Education (2) Linguistics (1) Digital Humanities (1)

Keywords

large language model (16) question answering (6) text generation (6) natural language processing (6) zero-shot learning (6) language model (5) text classification (5) domain adaptation (4) dialogue state tracking (4) in-context learning (4) prompt engineering (4) benchmark evaluation (3) transfer learning (3) vision-language model (3) few-shot learning (3) reinforcement learning (3) text style transfer (3) multimodal learning (3) fact verification (3) question generation (3)

Papers

Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines ACL 2025
What Makes a Good Natural Language Prompt? ACL 2025
TART: An Open-Source Tool-Augmented Framework for Explainable Table-based Reasoning NAACL 2025
ChatCRS: Incorporating External Knowledge and Goal Guidance for LLM-based Conversational Recommender Systems NAACL 2025
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs NAACL 2025
KAHAN: Knowledge-Augmented Hierarchical Analysis and Narration for Financial Data Narration EMNLP 2025
Are Knowledge and Reference in Multilingual Language Models Cross-Lingually Consistent? EMNLP 2025
Discursive Circuits: How Do Language Models Understand Discourse Relations? EMNLP 2025
Aligning Large Language Models with Human Opinions through Persona Selection and Value–Belief–Norm Reasoning COLING 2025
DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation COLING 2025
Navigating Ethical Challenges in NLP: Hands-on strategies for students and researchers ACL 2025
Reasoning Robustness of LLMs to Adversarial Typographical Errors EMNLP 2024
NNOSE: Nearest Neighbor Occupational Skill Extraction EACL 2024
MVP-Bench: Can Large Vision-Language Models Conduct Multi-level Visual Perception Like Humans? EMNLP 2024
Discursive Socratic Questioning: Evaluating the Faithfulness of Language Models’ Understanding of Discourse Relations ACL 2024
V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization EMNLP 2024
Multi-expert Prompting Improves Reliability, Safety and Usefulness of Large Language Models EMNLP 2024
A Probability–Quality Trade-off in Aligned Language Models and its Relation to Sampling Adaptors EMNLP 2024
Beyond Memorization: The Challenge of Random Memory Access in Language Models ACL 2024
UNO-DST: Leveraging Unlabelled Data in Zero-Shot Dialogue State Tracking NAACL 2024
Self-Adaptive Sampling for Accurate Video Question Answering on Image Text Models NAACL 2024
The Devil is in the Neurons: Interpreting and Mitigating Social Biases in Language Models ICLR 2024
DataTales: A Benchmark for Real-World Intelligent Data Narration EMNLP 2024
Self-Evaluation Guided Beam Search for Reasoning NIPS 2023
FollowupQG: Towards information-seeking follow-up question generation AACL 2023
Investigating Zero- and Few-shot Generalization in Fact Verification AACL 2023
Attacking Open-domain Question Answering by Injecting Misinformation AACL 2023
Songs Across Borders: Singable and Controllable Neural Lyric Translation ACL 2023
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation ACL 2023
Fact-Checking Complex Claims with Program-Guided Reasoning ACL 2023
UDAPTER - Efficient Domain Adaptation Using Adapters EACL 2023
TraVLR: Now You See It, Now You Don’t! A Bimodal Dataset for Evaluating Visio-Linguistic Reasoning EACL 2023
Understanding Ethics in NLP Authoring and Reviewing EACL 2023
CoAnnotating: Uncertainty-Guided Work Allocation between Human and Large Language Models for Data Annotation EMNLP 2023
SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables EMNLP 2023
The ACL OCL Corpus: Advancing Open Science in Computational Linguistics EMNLP 2023
Doolittle: Benchmarks and Corpora for Academic Writing Formalization EMNLP 2023
QACheck: A Demonstration System for Question-Guided Multi-Hop Fact-Checking EMNLP 2023
CocoSciSum: A Scientific Summarization Toolkit with Compositional Controllability EMNLP 2023
On the Risk of Misinformation Pollution with Large Language Models EMNLP 2023
ECHo: A Visio-Linguistic Dataset for Event Causality Inference via Human-Centric Reasoning EMNLP 2023
FollowupQG: Towards information-seeking follow-up question generation IJCNLP 2023
Investigating Zero- and Few-shot Generalization in Fact Verification IJCNLP 2023
Attacking Open-domain Question Answering by Injecting Misinformation IJCNLP 2023
Comparative Snippet Generation ACL 2022
CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations COLING 2022
So Different Yet So Alike! Constrained Unsupervised Text Style Transfer ACL 2022
Towards Knowledge-Intensive Text-to-SQL Semantic Parsing with Formulaic Knowledge EMNLP 2022
MM-Align: Learning Optimal Transport-based Alignment Dynamics for Fast and Accurate Inference on Missing Modality Sequences EMNLP 2022
GL-CLeF: A Global–Local Contrastive Learning Framework for Cross-lingual Spoken Language Understanding ACL 2022
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking ACL 2022
Interpreting the Robustness of Neural NLP Models to Textual Perturbations ACL 2022
Lightweight Contextual Logical Structure Recovery COLING 2022
Analyzing the Domain Robustness of Pretrained Language Models, Layer by Layer EACL 2021
Reliability Testing for Natural Language Processing Systems IJCNLP 2021
Zero-shot Fact Verification by Claim Generation ACL 2021
Reliability Testing for Natural Language Processing Systems ACL 2021
Unsupervised Multi-hop Question Answering by Question Generation NAACL 2021
Domain Divergences: A Survey and Empirical Analysis NAACL 2021
Zero-shot Fact Verification by Claim Generation IJCNLP 2021
It’s Morphin’ Time! Combating Linguistic Discrimination with Inflectional Perturbations ACL 2020
Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen ACL 2020
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding EMNLP 2020
Re-examining the Role of Schema Linking in Text-to-SQL EMNLP 2020
SciWING– A Software Toolkit for Scientific Document Processing EMNLP 2020
Retrieving Skills from Job Descriptions: A Language Model Based Extreme Multi-label Classification Framework COLING 2020
Exploring Question-Specific Rewards for Generating Deep Questions COLING 2020
Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure COLING 2020
Semantic Graphs for Generating Deep Questions ACL 2020
Sentiment Aware Neural Machine Translation EMNLP 2019
Predicting Helpful Posts in Open-Ended Discussion Forums: A Neural Architecture NAACL 2019
Glocal: Incorporating Global Information in Local Convolution for Keyphrase Extraction NAACL 2019
Dataset Mention Extraction and Classification NAACL 2019
Countering Position Bias in Instructor Interventions in MOOC Discussion Forums ACL 2018
The ACL Anthology: Current State and Future Directions ACL 2018
Treatment Side Effect Prediction from Online User-generated Content EMNLP 2018
Sequicity: Simplifying Task-oriented Dialogue Systems with Single Sequence-to-Sequence Architectures ACL 2018
Identifying Emergent Research Trends by Key Authors and Phrases COLING 2018
WING-NUS at SemEval-2017 Task 10: Keyphrase Extraction and Classification as Joint Sequence Labeling SEMEVAL 2017
SWIM: A Simple Word Interaction Model for Implicit Discourse Relation Recognition IJCAI 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) ACL 2017
Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) ACL 2017
Exploiting Timelines to Enhance Multi-document Summarization ACL 2014
Mining Informal Language from Chinese Microtext: Joint Word Recognition and Segmentation ACL 2013
Exploiting Discourse Analysis for Article-Wide Temporal Classification EMNLP 2013
Mining Scientific Terms and their Definitions: A Study of the ACL Anthology EMNLP 2013
Chinese Informal Word Normalization: an Experimental Study IJCNLP 2013
Improved Temporal Relation Classification using Dependency Parses and Selective Crowdsourced Annotations COLING 2012
Combining Coherence Models and Machine Translation Evaluation Metrics for Summarization Evaluation ACL 2012
Integrating User-Generated Content in the ACL Anthology ACL 2012
Exploiting Category-Specific Information for Multi-Document Summarization COLING 2012
Automatically Evaluating Text Coherence Using Discourse Relations ACL 2011
Towards Automated Related Work Summarization COLING 2010
SemEval-2010 Task 5 : Automatic Keyphrase Extraction from Scientific Articles SEMEVAL 2010
A Hybrid Morpheme-Word Representation for Machine Translation of Morphologically Rich Languages EMNLP 2010
Evaluating N-gram based Evaluation Metrics for Automatic Keyphrase Extraction COLING 2010
Enhancing Morphological Alignment for Translating Highly Inflected Languages COLING 2010
Topological Ordering of Function Words in Hierarchical Phrase-based Translation IJCNLP 2009
Topological Ordering of Function Words in Hierarchical Phrase-based Translation ACL 2009
Recognizing Implicit Discourse Relations in the Penn Discourse Treebank EMNLP 2009
Modeling Context in Scenario Template Creation IJCNLP 2008
PSNUS: Web People Name Disambiguation by Simple Clustering with Rich Features SEMEVAL 2007
Ordering Phrases with Function Words ACL 2007
Paraphrase Recognition via Dissimilarity Significance Classification EMNLP 2006