Hsin-Hsi Chen

Task-Level Instructions Induction for Audio Question Answering from Few Examples EACL 2026 Bias in the Ear of the Listener: Assessing Sensitivity in Audio Language Models Across Linguistic, Demographic, and Positional Variations EACL 2026 Self-Augmented Preference Alignment for Sycophancy Reduction in LLMs EMNLP 2025 Do Before You Judge: Self-Reference as a Pathway to Better LLM Evaluation EMNLP 2025 TimelyMed: AI-Driven Clinical Course Attribution and Temporal Mapping for Psychiatric Medical Records IJCAI 2025 Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis IJCNLP 2025 Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning IJCNLP 2025 MESAQA: A Dataset for Multi-Span Contextual and Evidence-Grounded Question Answering COLING 2025 GADFA: Generator-Assisted Decision-Focused Approach for Opinion Expressing Timing Identification COLING 2025 Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning AACL 2025 Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis AACL 2025 Argument-Based Sentiment Analysis on Forward-Looking Statements ACL 2024 Enhancing Society-Undermining Disinformation Detection through Fine-Grained Sentiment Analysis Pre-Finetuning EACL 2024 Induct-Learn: Short Phrase Prompting with Instruction Induction EMNLP 2024 SemEval-2024 Task 7: Numeral-Aware Language Understanding and Generation SEMEVAL 2024 Multi-Lingual ESG Impact Duration Inference COLING 2024 NumHG: A Dataset for Number-Focused Headline Generation COLING 2024 Learning Strategies for Robust Argument Mining: An Analysis of Variations in Language and Domain COLING 2024 SemEval-2024 Task 7: Numeral-Aware Language Understanding and Generation NAACL 2024 Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models ACL 2024 Enhancing Volatility Forecasting in Financial Markets: A General Numeral Attachment Dataset for Understanding Earnings Calls AACL 2023 Multi-Lingual ESG Impact Type Identification IJCNLP 2023 CustodiAI: A System for Predicting Child Custody Outcomes IJCNLP 2023 Enhancing Volatility Forecasting in Financial Markets: A General Numeral Attachment Dataset for Understanding Earnings Calls IJCNLP 2023 Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation EMNLP 2023 Multi-Lingual ESG Impact Type Identification AACL 2023 ZARA: Improving Few-Shot Self-Rationalization for Small Language Models EMNLP 2023 Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations EMNLP 2023 Entity-Aware Dual Co-Attention Network for Fake News Detection EACL 2023 LED: A Dataset for Life Event Extraction from Dialogs EACL 2023 Overview of the FinNLP-2022 ERAI Task: Evaluating the Rationales of Amateur Investors EMNLP 2022 Learning to Generate Explanation from e-Hospital Services for Medical Suggestion COLING 2022 SEEN: Structured Event Enhancement Network for Explainable Need Detection of Information Recall Assistance EMNLP 2022 Unanswerable Question Correction in Question Answering over Personal Knowledge Base AAAI 2021 Dynamic Graph Transformer for Implicit Tag Recognition EACL 2021 Semantics-Preserved Data Augmentation for Aspect-Based Sentiment Analysis EMNLP 2021 HARGAN: Heterogeneous Argument Attention Network for Persuasiveness Prediction AAAI 2021 Financial Opinion Mining EMNLP 2021 ConvLogMiner: A Real-Time Conversational Lifelog Miner IJCAI 2021 NTUNLPL at FinCausal 2020, Task 2:Improving Causality Detection Using Viterbi Decoder COLING 2020 NTU_NLP at SemEval-2020 Task 12: Identifying Offensive Tweets Using Hierarchical Multi-Task Learning Approach SEMEVAL 2020 A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic Oracle ACL 2020 Heterogeneous Recycle Generation for Chinese Grammatical Error Correction COLING 2020 NTU_NLP at SemEval-2020 Task 12: Identifying Offensive Tweets Using Hierarchical Multi-Task Learning Approach COLING 2020 Numeracy-600K: Learning Numeracy for Detecting Exaggerated Information in Market Comments ACL 2019 Crowd View: Converting Investors' Opinions into Indicators IJCAI 2019 Lexicon Guided Attentive Neural Network Model for Argument Mining ACL 2019 Disambiguating False-Alarm Hashtag Usages in Tweets for Irony Detection ACL 2018 CISA: Chinese Information Structure Analysis for Scientific Writing with Cross-lingual Adversarial Learning IJCAI 2018 GenSense: A Generalized Sense Retrofitting Model COLING 2018 Correcting Chinese Word Usage Errors for Learning Chinese as a Second Language COLING 2018 A Unified RvNN Framework for End-to-End Chinese Discourse Parsing COLING 2018 A Chinese Writing Correction System for Learning Chinese as a Foreign Language COLING 2018 NTU NLP Lab System at SemEval-2018 Task 10: Verifying Semantic Differences by Integrating Distributional Information and Expert Knowledge SEMEVAL 2018 Discourse Marker Detection for Hesitation Events on Mandarin Conversation INTERSPEECH 2018 Proceedings of the 5th Workshop on Natural Language Processing Techniques for Educational Applications ACL 2018 Integrating Subject, Type, and Property Identification for Simple Question Answering over Knowledge Base IJCNLP 2017 NLG301 at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News SEMEVAL 2017 Detection of Chinese Word Usage Errors for Non-Native Chinese Learners with Bidirectional LSTM ACL 2017 DISA: A Scientific Writing Advisor with Deep Information Structure Analysis IJCAI 2017 NTU-1 at SemEval-2017 Task 12: Detection and classification of temporal events in clinical data with domain adaptation SEMEVAL 2017 Detection, Disambiguation and Argument Identification of Discourse Connectives in Chinese Discourse Parsing COLING 2016 Implicit Polarity and Implicit Aspect Recognition in Opinion Mining ACL 2016 Chinese Preposition Selection for Grammatical Error Diagnosis COLING 2016 Chinese Tense Labelling and Causal Analysis COLING 2016 NL2KB: Resolving Vocabulary Gap between Natural Language and Knowledge Base in Knowledge Base Construction and Retrieval COLING 2016 Proceedings of ACL-IJCNLP 2015 System Demonstrations IJCNLP 2015 Proceedings of ACL-IJCNLP 2015 System Demonstrations ACL 2015 Leveraging Effective Query Modeling Techniques for Speech Recognition and Summarization EMNLP 2014 Chinese Open Relation Extraction for Knowledge Acquisition EACL 2014 A Sentence Judgment System for Grammatical Error Detection COLING 2014 Chinese Irony Corpus Construction and Ironic Structure Analysis COLING 2014 Interpretation of Chinese Discourse Connectives for Explicit Discourse Relation Recognition COLING 2014 Chinese Word Ordering Errors Detection and Correction for Non-Native Chinese Language Learners COLING 2014 FAdR: A System for Recognizing False Online Advertisements ACL 2014 Modeling Human Inference Process for Textual Entailment Recognition ACL 2013 Advertising Legality Recognition COLING 2012 Modeling Pollyanna Phenomena in Chinese Sentiment Analysis COLING 2012 Detecting Word Ordering Errors in Chinese Sentences for Learning Chinese as a Foreign Language COLING 2012 Chinese Web Scale Linguistic Datasets and Toolkit COLING 2012 A Simplification-Translation-Restoration Framework for Cross-Domain SMT Applications COLING 2012 An Annotation System for Development of Chinese Discourse Corpus COLING 2012 Chinese Discourse Relation Recognition IJCNLP 2011 Predicting Opinion Dependency Relations for Opinion Analysis IJCNLP 2011 Using Morphological and Syntactic Structures for Chinese Opinion Analysis EMNLP 2009 Ranking Reader Emotions Using Pairwise Loss Minimization and Emotional Distribution Regression EMNLP 2008 Analysis of Intention in Dialogues Using Category Trees and Its Application to Advertisement Recommendation IJCNLP 2008 Building Emotion Lexicon from Weblog Corpora ACL 2007 Test Collection Selection and Gold Standard Generation for a Multiply-Annotated Opinion Corpus ACL 2007 A High-Accurate Chinese-English NE Backward Translation System Combining Both Lexical Information and Web Statistics ACL 2006 A High-Accurate Chinese-English NE Backward Translation System Combining Both Lexical Information and Web Statistics COLING 2006 Novel Association Measures Using Web Search with Double Checking COLING 2006 Classifying Biological Full-Text Articles for Multi-Database Curation EACL 2006 Novel Association Measures Using Web Search with Double Checking ACL 2006 Integrating Punctuation Rules and Naïve Bayesian Model for Chinese Creation Title Recognition IJCNLP 2005 Backward Machine Transliteration by Learning Phonetic Similarity CONLL 2002 NLP and IR Approaches to Monolingual and Multilingual Link Detection COLING 2002 Mining Tables from Large Scale HTML Texts COLING 2000 A Muitilingual News Summarizer COLING 2000 Sense-Tagging Chinese Corpus ACL 2000