← Authors

Kam-Fai Wong

122 papers · 2004–2026 · 12 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🌍 Conference Polyglot (12) 🌈 Renaissance Researcher (12) 🐝 Cross-Pollinator (9) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer πŸƒ Academic Marathon (21) 🌟 Keyword Trendsetter Combo (5) 🏠 Conference Loyalist (36) πŸ† Keyword Champion (2) πŸ”¬ Deep Specialist (18) 🧬 Topic Evolution 🀝 Dynamic Duo (28) πŸ’Ž Century Club (121) πŸ—ƒοΈ Keyword Collector (430) ❓ The Questioner (4) πŸ“ˆ Trend Setter πŸ”₯ Unstoppable (18) πŸš€ Conference Pioneer ⚑ Prolific Year (6)

Conferences

ACL (36) EMNLP (33) NAACL (11) COLING (10) IJCNLP (10) IJCAI (6) AAAI (5) AACL (3) EACL (3) ICLR (2) SEMEVAL (2) ICML (1)

Top co-authors

Hongru Wang (28) Bin Liang (23) Xingshan Zeng (21) Lingzhi Wang (18) Zezhong Wang (17) Ruifeng Xu (17) Wei Gao (16) Jing Li (13) Binyang Li (12) Rui Wang (10)

Keywords

large language model (21) dialogue system (12) multi-task learning (6) reinforcement learning (6) text classification (6) recommender system (5) conversational ai (5) text generation (5) language model (5) representation learning (5) pre-trained language model (4) pretrained language model (4) social media (4) social media analysis (4) dialogue policy (4) question answering (4) chain-of-thought reasoning (4) conversation recommendation (4) few-shot learning (3) multilingual nlp (3)

Papers

MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents AAAI 2026
Chain-of-Probe: Examining the Necessity and Accuracy of CoT Step-by-Step NAACL 2025
Selective Forgetting: Advancing Machine Unlearning Techniques and Evaluation in Language Models AAAI 2025
ToolFlow: Boosting LLM Tool-Calling Through Natural and Coherent Dialogue Synthesis NAACL 2025
Investigating Bias in LLM-Based Bias Detection: Disparities between LLMs and Human Perception COLING 2025
CoCoCo: Improving Text-Guided Video Inpainting for Better Consistency, Controllability and Compatibility AAAI 2025
Mitigating Biases of Large Language Models in Stance Detection with Counterfactual Augmented Calibration NAACL 2025
Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions NAACL 2025
Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent Detection IJCAI 2025
UAlign: Leveraging Uncertainty Estimations for Factuality Alignment on Large Language Models ACL 2025
Learning First-Order Logic Rules for Argumentation Mining ACL 2025
MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models ACL 2025
COPR: Continual Human Preference Learning via Optimal Policy Regularization ACL 2025
Rethinking Stateful Tool Use in Multi-Turn Dialogues: Benchmarks and Challenges ACL 2025
Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst ACL 2025
Do Mentioned Items Truly Matter? Enhancing Conversational Recommender Systems with Causal Intervention and Large Language Models IJCAI 2025
Vulnerability-Aware Alignment: Mitigating Uneven Forgetting in Harmful Fine-Tuning ICML 2025
Centrality-guided Pre-training for Graph ICLR 2025
PEARL: Towards Permutation-Resilient LLMs ICLR 2025
Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework EMNLP 2025
ReSURE: Regularizing Supervision Unreliability for Multi-turn Dialogue Fine-tuning EMNLP 2025
Stepwise Reasoning Checkpoint Analysis: A Test Time Scaling Method to Enhance LLMs’ Reasoning EMNLP 2025
T2: An Adaptive Test-Time Scaling Strategy for Contextual Question Answering EMNLP 2025
MemeReaCon: Probing Contextual Meme Understanding in Large Vision-Language Models EMNLP 2025
Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering NAACL 2025
A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation AAAI 2025
A Comprehensive Evaluation on Event Reasoning of Large Language Models AAAI 2025
AppBench: Planning of Multiple APIs from Various APPs for Complex User Instruction EMNLP 2024
IndiVec: An Exploration of Leveraging Large Language Models for Media Bias Detection with Fine-Grained Bias Indicators EACL 2024
JoTR: A Joint Transformer and Reinforcement Learning Framework for Dialogue Policy Learning COLING 2024
PACAR: Automated Fact-Checking with Planning and Customized Action Reasoning Using Large Language Models COLING 2024
UniRetriever: Multi-task Candidates Selection for Various Context-Adaptive Conversational Retrieval COLING 2024
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models NAACL 2024
Enhancing Large Language Models Against Inductive Instructions with Dual-critique Prompting NAACL 2024
Visually Guided Generative Text-Layout Pre-training for Document Intelligence NAACL 2024
SELF-GUARD: Empower the LLM to Safeguard Itself NAACL 2024
SeRTS: Self-Rewarding Tree Search for Biomedical Retrieval-Augmented Generation EMNLP 2024
WatME: Towards Lossless Watermarking Through Lexical Redundancy ACL 2024
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models ACL 2024
DPDLLM: A Black-box Framework for Detecting Pre-training Data from Large Language Models ACL 2024
Multi-modal Stance Detection: New Datasets and Model ACL 2024
Fine-tuning after Prompting: an Explainable Way for Classification ACL 2024
PerLTQA: A Personal Long-Term Memory Dataset for Memory Classification, Retrieval, and Fusion in Question Answering ACL 2024
MT-Eval: A Multi-Turn Capabilities Evaluation Benchmark for Large Language Models EMNLP 2024
LLMEdgeRefine: Enhancing Text Clustering with LLM-Based Boundary Point Refinement EMNLP 2024
VLEU: a Method for Automatic Evaluation for Generalizability of Text-to-Image Models EMNLP 2024
Towards Robust Personalized Dialogue Generation via Order-Insensitive Representation Regularization ACL 2023
MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot Tagging AACL 2023
CoAD: Automatic Diagnosis through Symptom and Disease Collaborative Generation ACL 2023
Retrieval-free Knowledge Injection through Multi-Document Traversal for Dialogue Models ACL 2023
KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment ACL 2023
UniTRec: A Unified Text-to-Text Transformer and Joint Contrastive Learning Framework for Text-based Recommendation ACL 2023
Strategize Before Teaching: A Conversational Tutoring System with Pedagogy Self-Distillation EACL 2023
Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators EMNLP 2023
Set Learning for Generative Information Extraction EMNLP 2023
A Training-Free Debiasing Framework with Counterfactual Reasoning for Conversational Emotion Detection EMNLP 2023
In-context Learning for Few-shot Multimodal Named Entity Recognition EMNLP 2023
ReadPrompt: A Readable Prompting Method for Reliable Knowledge Probing EMNLP 2023
Improving Factual Consistency for Knowledge-Grounded Dialogue Systems via Knowledge Enhancement and Alignment EMNLP 2023
Large Language Models as Source Planner for Personalized Knowledge-grounded Dialogues EMNLP 2023
Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs EMNLP 2023
An Empirical Study on Multiple Knowledge from ChatGPT for Emotion Recognition in Conversations EMNLP 2023
MCML: A Novel Memory-based Contrastive Meta-Learning Method for Few Shot Slot Tagging IJCNLP 2023
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models AACL 2022
When Cantonese NLP Meets Pre-training: Progress and Challenges IJCNLP 2022
β€œI Know Who You Are”: Character-Based Features for Conversational Humor Recognition in Chinese EMNLP 2022
Learning When and What to Quote: A Quotation Recommender System with Mutual Promotion of Recommendation and Generation EMNLP 2022
DIGAT: Modeling News Recommendation with Dual-Graph Interaction EMNLP 2022
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models IJCNLP 2022
When Cantonese NLP Meets Pre-training: Progress and Challenges AACL 2022
Quotation Recommendation and Interpretation Based on Transformation from Queries to Quotations ACL 2021
Re-entry Prediction for Online Conversations via Self-Supervised Learning EMNLP 2021
Fast and Scalable Dialogue State Tracking with Explicit Modular Decomposition NAACL 2021
A Collaborative Multi-agent Reinforcement Learning Framework for Dialog Action Decomposition EMNLP 2021
Quotation Recommendation and Interpretation Based on Transformation from Queries to Quotations IJCNLP 2021
Neural News Recommendation with Collaborative News Encoding and Structural User Encoding EMNLP 2021
CUHK at SemEval-2020 Task 4: CommonSense Explanation, Reasoning and Prediction with Multi-task Learning SEMEVAL 2020
Continuity of Topic, Interaction, and Query: Learning to Quote in Online Conversations EMNLP 2020
Dynamic Online Conversation Recommendation ACL 2020
CUHK at SemEval-2020 Task 4: CommonSense Explanation, Reasoning and Prediction with Multi-task Learning COLING 2020
Learning Efficient Dialogue Policy from Demonstrations through Shaping ACL 2020
Neural Conversation Recommendation with Online Interaction Modeling IJCNLP 2019
Neural Conversation Recommendation with Online Interaction Modeling EMNLP 2019
Coupling Global and Local Context for Unsupervised Aspect Extraction EMNLP 2019
Joint Effects of Context and User History for Predicting Online Conversation Re-entries ACL 2019
Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks ACL 2019
Building Personalized Simulator for Interactive Search IJCAI 2019
Coupling Global and Local Context for Unsupervised Aspect Extraction IJCNLP 2019
Task-oriented Dialogue System for Automatic Diagnosis ACL 2018
Microblog Conversation Recommendation via Joint Modeling of Topics and Discourse NAACL 2018
Rumor Detection on Twitter with Tree-structured Recursive Neural Networks ACL 2018
Deep Dyna-Q: Integrating Planning for Task-Completion Dialogue Policy Learning ACL 2018
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning EMNLP 2017
Detect Rumors in Microblog Posts Using Propagation Structure via Kernel Learning ACL 2017
Recommendation vs Sentiment Analysis: A Text-Driven Latent Factor Model for Rating Prediction with Cold-Start Awareness IJCAI 2017
IJCNLP-2017 Task 2: Dimensional Sentiment Analysis for Chinese Phrases IJCNLP 2017
May I take your order? A Neural Model for Extracting Structured Information from Conversations EACL 2017
ACE: Automatic Colloquialism, Typographical and Orthographic Errors Detection for Chinese Language COLING 2016
Topic Extraction from Microblog Posts Using Conversation Structures ACL 2016
Detecting Rumors from Microblogs with Recurrent Neural Networks IJCAI 2016
Personalized Sentiment Classification Based on Latent Individuality of Microblog Users IJCAI 2015
UIR-PKU: Twitter-OpinMiner System for Sentiment Analysis in Twitter at SemEval 2015 SEMEVAL 2015
Using Content-level Structures for Summarizing Microblog Repost Trees EMNLP 2015
Exploiting Community Emotion for Microblog Event Detection EMNLP 2014
Web Information Mining and Decision Support Platform for the Modern Service Industry ACL 2014
Is Twitter A Better Corpus for Measuring Sentiment Similarity? EMNLP 2013
An Empirical Study on Uncertainty Identification in Social Media Context ACL 2013
Cross-Lingual Identification of Ambiguous Discourse Connectives for Resource-Poor Language COLING 2012
Information-theoretic Multi-view Domain Adaptation ACL 2012
Query Weighting for Ranking Model Adaptation ACL 2011
Unsupervised Discovery of Discourse Relations for Eliminating Intra-sentence Polarity Ambiguities EMNLP 2011
A Unified Graph Model for Sentence-Based Opinion Retrieval ACL 2010
Exploiting Bilingual Information to Improve Web Search ACL 2009
Exploiting Bilingual Information to Improve Web Search IJCNLP 2009
Extractive Summarization Using Supervised and Semi-Supervised Learning COLING 2008
Lyric-based Song Sentiment Classification with Sentiment Vector Space Model ACL 2008
A Phonetic-Based Approach to Chinese Chat Text Normalization ACL 2006
A Phonetic-Based Approach to Chinese Chat Text Normalization COLING 2006
NIL Is Not Nothing: Recognition of Chinese Network Informal Language Expressions IJCNLP 2005
A Preliminary Work on Classifying Time Granularities of Temporal Questions IJCNLP 2005
Applying Machine Learning to Chinese Temporal Relation Resolution ACL 2004
Combining Linguistic Features with Weighted Bayesian Classifier for Temporal Reference Processing COLING 2004