← Authors

Wenxuan Zhang

60 papers · 2019–2026 · 13 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🌍 Conference Polyglot (13) πŸƒ Academic Marathon (6) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (8) 🏠 Conference Loyalist (20) πŸ† Keyword Champion (2) πŸ† Grand Slam 🧬 Topic Evolution 🀝 Dynamic Duo (25) πŸ”¬ Deep Specialist (16) πŸ’Ž Century Club (59) πŸ”₯ Unstoppable (7) ❓ The Questioner (2) ⚑ Prolific Year (6) πŸš€ Conference Pioneer πŸ—ƒοΈ Keyword Collector (240)

Conferences

ACL (20) EMNLP (11) ICLR (6) NAACL (5) NIPS (4) COLING (3) AAAI (2) AACL (2) CVPR (2) IJCNLP (2) ACML (1) ICCV (1) ICML (1)

Top co-authors

Lidong Bing (25) Wai Lam (20) Yang Deng (16) Xin Li (9) Mohamed Elhoseiny (7) Yiran Zhao (7) Yue Deng (6) Tat-Seng Chua (6) Chaoqun Liu (6) Chang Gao (5)

Keywords

large language model (17) aspect-based sentiment analysis (8) text generation (7) generative model (4) contrastive learning (4) multilingual nlp (4) self-supervised learning (4) language model (4) data augmentation (3) instruction tuning (3) unified framework (3) multi-task learning (3) question answering (3) product question answering (3) named entity recognition (3) model compression (3) southeast asian language (3) transfer learning (2) multilingual processing (2) few-shot learning (2)

Papers

Towards Inclusive AI: Advancing Multilingual Large Language Models AAAI 2026
Knowledge Boundary of Large Language Models: A Survey ACL 2025
Disentangling Language and Culture for Evaluating Multilingual Large Language Models ACL 2025
MPO: Multilingual Safety Alignment via Reward Gap Optimization ACL 2025
MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models ACL 2025
Pruning General Large Language Models into Customized Expert Models ACL 2025
Explainable Ethical Assessment on Human Behaviors by Generating Conflicting Social Norms AACL 2025
AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging NAACL 2025
Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models NAACL 2025
Explainable Ethical Assessment on Human Behaviors by Generating Conflicting Social Norms IJCNLP 2025
Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models ICLR 2025
Query-based Knowledge Transfer for Heterogeneous Learning Environments ICLR 2025
Understanding and Enhancing Safety Mechanisms of LLMs via Safety-Specific Neuron ICLR 2025
Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models EMNLP 2025
Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels COLING 2025
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning ACL 2025
SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia NAACL 2025
SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages NAACL 2025
Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions ACL 2025
FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models ACL 2025
Multilingual Jailbreak Challenges in Large Language Models ICLR 2024
How do Large Language Models Handle Multilingualism? NIPS 2024
Label Delay in Online Continual Learning NIPS 2024
Order-Agnostic Data Augmentation for Few-Shot Named Entity Recognition ACL 2024
On the Multi-turn Instruction Following for Conversational Web Agents ACL 2024
SeaLLMs - Large Language Models for Southeast Asia ACL 2024
DimA: A Parameter-efficient Fine-tuning Method with Knowledge Transfer Based on Transformer COLING 2024
Overcoming Generic Knowledge Loss with Selective Parameter Update CVPR 2024
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents ICLR 2024
Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation ICLR 2024
Sentiment Analysis in the Era of Large Language Models: A Reality Check NAACL 2024
Zero-Shot Text Classification via Self-Supervised Tuning ACL 2023
SOUL: Towards Sentiment and Opinion Understanding of Language EMNLP 2023
AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach ACL 2023
Continual Zero-Shot Learning through Semantically Guided Generative Random Walks ICCV 2023
M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models NIPS 2023
Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis ACL 2023
Product Question Answering in E-Commerce: A Survey ACL 2023
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations ACL 2023
SLAMB: Accelerated Large Batch Training with Sparse Communication ICML 2023
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader NIPS 2023
Easy-to-Hard Learning for Information Extraction ACL 2023
SadTalker: Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation CVPR 2023
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance EMNLP 2022
Towards Generalizable and Robust Text-to-SQL Parsing EMNLP 2022
Prevailing in the Dark: Information Walls in Strategic Games AAAI 2022
UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue ACL 2022
Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems ACL 2022
Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching EMNLP 2021
Aspect Sentiment Quad Prediction as Paraphrase Generation EMNLP 2021
Aspect-based Sentiment Analysis in Question Answering Forums EMNLP 2021
Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation EMNLP 2021
Towards Generative Aspect-Based Sentiment Analysis ACL 2021
Towards Generative Aspect-Based Sentiment Analysis IJCNLP 2021
Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response Selection COLING 2020
Answering Product-related Questions with Heterogeneous Information AACL 2020
AnswerFact: Fact Checking in Product Question Answering EMNLP 2020
Multi-hop Inference for Question-driven Summarization EMNLP 2020
Exploiting BERT for End-to-End Aspect-based Sentiment Analysis EMNLP 2019
Cascaded and Dual: Discrimination Oriented Network for Brain Tumor Classification ACML 2019