Hen-Hsen Huang

70 papers · 2011–2026 · 11 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (9) 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🌈 Renaissance Researcher (11) 🌍 Conference Polyglot (11) 🏃 Academic Marathon (14) 🤝 Dynamic Duo (56) 🔬 Deep Specialist (14) 🧬 Topic Evolution 🏆 Keyword Champion (3) 📈 Trend Setter 🗃️ Keyword Collector (268) 🔥 Unstoppable (10) 💎 Century Club (65) ⚡ Prolific Year (6)

Conferences

COLING (17) EMNLP (9) ACL (8) EACL (8) IJCAI (7) AAAI (5) IJCNLP (5) SEMEVAL (5) AACL (3) NAACL (2) INTERSPEECH (1)

Top co-authors

Hsin-Hsi Chen (59) Chung-Chi Chen (18) An-Zi Yen (7) Po-Chun Chen (6) Hiroya Takamura (6) Sheng-Lun Wei (5) Yow-Ting Shiue (5) Jian-Tao Huang (3) Ichiro Kobayashi (2) Pei-Wei Kao (2)

Research topics

Understanding (1)

Keywords

sentiment analysis (11) large language model (9) text classification (8) question answering (5) argument mining (5) neural network (5) sequence labeling (4) natural language inference (4) dialogue system (3) few-shot learning (3) error correction (3) text encoder (3) word embedding (3) investment opinion (3) knowledge base (3) language model (3) opinion mining (3) relation extraction (3) prompt engineering (3) text generation (3)

Papers

Task-Level Instructions Induction for Audio Question Answering from Few Examples EACL 2026

Democratizing LLM Efficiency: From Hyperscale Optimizations to Universal Deployability AAAI 2026

Bias in the Ear of the Listener: Assessing Sensitivity in Audio Language Models Across Linguistic, Demographic, and Positional Variations EACL 2026

ESG-KG: A Multi-modal Knowledge Graph System for Automated Compliance Assessment EACL 2026

SmartSpatial: Enhancing 3D Spatial Awareness in Stable Diffusion with a Novel Evaluation Framework IJCAI 2025

MESAQA: A Dataset for Multi-Span Contextual and Evidence-Grounded Question Answering COLING 2025

Exploring Conversational Adaptability: Assessing the Proficiency of Large Language Models in Dynamic Alignment with Updated User Intent AAAI 2025

Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis IJCNLP 2025

Self-Augmented Preference Alignment for Sycophancy Reduction in LLMs EMNLP 2025

Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis AACL 2025

Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning IJCNLP 2025

Do Before You Judge: Self-Reference as a Pathway to Better LLM Evaluation EMNLP 2025

TaiwanVQA: A Benchmark for Visual Question Answering for Taiwanese Daily Life COLING 2025

Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning AACL 2025

Efficient Beam Search for Large Language Models Using Trie-Based Decoding EMNLP 2025

Using Contextually Aligned Online Reviews to Measure LLMs’ Performance Disparities Across Language Varieties NAACL 2025

Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models ACL 2024

Enhancing Society-Undermining Disinformation Detection through Fine-Grained Sentiment Analysis Pre-Finetuning EACL 2024

NumHG: A Dataset for Number-Focused Headline Generation COLING 2024

Integrating LLM, VLM, and Text-to-Image Models for Enhanced Information Graphics: A Methodology for Accurate and Visually Engaging Visualizations IJCAI 2024

SemEval-2024 Task 7: Numeral-Aware Language Understanding and Generation NAACL 2024

Induct-Learn: Short Phrase Prompting with Instruction Induction EMNLP 2024

Argument-Based Sentiment Analysis on Forward-Looking Statements ACL 2024

SemEval-2024 Task 7: Numeral-Aware Language Understanding and Generation SEMEVAL 2024

Reading between the Lines: Image-Based Order Detection in OCR for Chinese Historical Documents AAAI 2024

Entity-Aware Dual Co-Attention Network for Fake News Detection EACL 2023

Enhancing Volatility Forecasting in Financial Markets: A General Numeral Attachment Dataset for Understanding Earnings Calls IJCNLP 2023

Enhancing Volatility Forecasting in Financial Markets: A General Numeral Attachment Dataset for Understanding Earnings Calls AACL 2023

ZARA: Improving Few-Shot Self-Rationalization for Small Language Models EMNLP 2023

Self-Adapted Utterance Selection for Suicidal Ideation Detection in Lifeline Conversations EACL 2023

LED: A Dataset for Life Event Extraction from Dialogs EACL 2023

SEEN: Structured Event Enhancement Network for Explainable Need Detection of Information Recall Assistance EMNLP 2022

Learning to Generate Explanation from e-Hospital Services for Medical Suggestion COLING 2022

Overview of the FinNLP-2022 ERAI Task: Evaluating the Rationales of Amateur Investors EMNLP 2022

Semantics-Preserved Data Augmentation for Aspect-Based Sentiment Analysis EMNLP 2021

HARGAN: Heterogeneous Argument Attention Network for Persuasiveness Prediction AAAI 2021

Unanswerable Question Correction in Question Answering over Personal Knowledge Base AAAI 2021

Dynamic Graph Transformer for Implicit Tag Recognition EACL 2021

ConvLogMiner: A Real-Time Conversational Lifelog Miner IJCAI 2021

Financial Opinion Mining EMNLP 2021

AutoSurvey: Automatic Survey Generation based on a Research Draft IJCAI 2020

NTUNLPL at FinCausal 2020, Task 2:Improving Causality Detection Using Viterbi Decoder COLING 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 SEMEVAL 2020

A Complete Shift-Reduce Chinese Discourse Parser with Robust Dynamic Oracle ACL 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

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

CISA: Chinese Information Structure Analysis for Scientific Writing with Cross-lingual Adversarial Learning IJCAI 2018

Discourse Marker Detection for Hesitation Events on Mandarin Conversation INTERSPEECH 2018

NTU NLP Lab System at SemEval-2018 Task 10: Verifying Semantic Differences by Integrating Distributional Information and Expert Knowledge SEMEVAL 2018

Integrating Subject, Type, and Property Identification for Simple Question Answering over Knowledge Base IJCNLP 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

NLG301 at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News SEMEVAL 2017

NTU-1 at SemEval-2017 Task 12: Detection and classification of temporal events in clinical data with domain adaptation SEMEVAL 2017

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

Chinese Preposition Selection for Grammatical Error Diagnosis COLING 2016

Interpretation of Chinese Discourse Connectives for Explicit Discourse Relation Recognition COLING 2014

Modeling Human Inference Process for Textual Entailment Recognition ACL 2013

An Annotation System for Development of Chinese Discourse Corpus COLING 2012

A Simplification-Translation-Restoration Framework for Cross-Domain SMT Applications COLING 2012

Chinese Discourse Relation Recognition IJCNLP 2011