Wenxuan Zhang

According to our database, Wenxuan Zhang authored at least 78 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

The Emergence of Abstract Thought in Large Language Models Beyond Any Language.

Yuxin Chen, Yiran Zhao, Yang Zhang, An Zhang, Kenji Kawaguchi, Shafiq Joty, Junnan Li, Tat-Seng Chua, Michael Qizhe Shieh, Wenxuan Zhang

CoRR, June, 2025

Pruning General Large Language Models into Customized Expert Models.

Yirao Zhao, Guizhen Chen, Kenji Kawaguchi, Lidong Bing, Wenxuan Zhang

CoRR, June, 2025

Disentangling Language and Culture for Evaluating Multilingual Large Language Models.

Jiahao Ying, Wei Tang, Yiran Zhao, Yixin Cao, Yu Rong, Wenxuan Zhang

CoRR, May, 2025

The Rise of Parameter Specialization for Knowledge Storage in Large Language Models.

Yihuai Hong, Yiran Zhao, Wei Tang, Yang Deng, Yu Rong, Wenxuan Zhang

CoRR, May, 2025

When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners.

Weixiang Zhao, Jiahe Guo, Yang Deng, Tongtong Wu, Wenxuan Zhang, Yulin Hu, Xingyu Sui, Yanyan Zhao, Wanxiang Che, Bing Qin, Tat-Seng Chua, Ting Liu

CoRR, May, 2025

RAVENEA: A Benchmark for Multimodal Retrieval-Augmented Visual Culture Understanding.

Jiaang Li, Yifei Yuan, Wenyan Li, Mohammad Aliannejadi, Daniel Hershcovich, Anders Søgaard, Ivan Vulic, Wenxuan Zhang, Paul Pu Liang, Yang Deng, Serge J. Belongie

CoRR, May, 2025

Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks.

Yixin Cao, Shibo Hong, Xinze Li, Jiahao Ying, Yubo Ma, Haiyuan Liang, Yantao Liu, Zijun Yao, Xiaozhi Wang, Dan Huang, Wenxuan Zhang, Lifu Huang, Muhao Chen, Lei Hou, Qianru Sun, Xingjun Ma, Zuxuan Wu, Min-Yen Kan, David Lo, Qi Zhang, Heng Ji, Jing Jiang, Juanzi Li, Aixin Sun, Xuanjing Huang, Tat-Seng Chua, Yu-Gang Jiang

CoRR, April, 2025

Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers.

Yiran Zhao, Chaoqun Liu, Yue Deng, Jiahao Ying, Mahani Aljunied, Zhaodonghui Li, Lidong Bing, Hou Pong Chan, Yu Rong, Deli Zhao, Wenxuan Zhang

CoRR, March, 2025

Unveiling Knowledge Boundary of Large Language Models for Trustworthy Information Access.

Yang Deng, Moxin Li, Liang Pang, Wenxuan Zhang, Wai Lam

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging.

Yiran Zhao, Wenxuan Zhang, Huiming Wang, Kenji Kawaguchi, Lidong Bing

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models.

Chaoqun Liu, Wenxuan Zhang, Yiran Zhao, Anh Tuan Luu, Lidong Bing

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia.

Chaoqun Liu, Wenxuan Zhang, Jiahao Ying, Mahani Aljunied, Anh Tuan Luu, Lidong Bing

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Understanding and Enhancing Safety Mechanisms of LLMs via Safety-Specific Neuron.

Yiran Zhao, Wenxuan Zhang, Yuxi Xie, Anirudh Goyal, Kenji Kawaguchi, Michael Shieh

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Bi-Factorial Preference Optimization: Balancing Safety-Helpfulness in Language Models.

Wenxuan Zhang, Philip Torr, Mohamed Elhoseiny, Adel Bibi

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Zero-to-Strong Generalization: Eliciting Strong Capabilities of Large Language Models Iteratively without Gold Labels.

Chaoqun Liu, Qin Chao, Wenxuan Zhang, Xiaobao Wu, Boyang Li, Anh Tuan Luu, Lidong Bing

Proceedings of the 31st International Conference on Computational Linguistics, 2025

MPO: Multilingual Safety Alignment via Reward Gap Optimization.

Weixiang Zhao, Yulin Hu, Yang Deng, Tongtong Wu, Wenxuan Zhang, Jiahe Guo, An Zhang, Yanyan Zhao, Bing Qin, Tat-Seng Chua, Ting Liu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Pruning General Large Language Models into Customized Expert Models.

Yiran Zhao, Guizhen Chen, Kenji Kawaguchi, Lidong Bing, Wenxuan Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Auto-Arena: Automating LLM Evaluations with Agent Peer Battles and Committee Discussions.

Ruochen Zhao, Wenxuan Zhang, Yew Ken Chia, Weiwen Xu, Deli Zhao, Lidong Bing

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Disentangling Language and Culture for Evaluating Multilingual Large Language Models.

Jiahao Ying, Wei Tang, Yiran Zhao, Yixin Cao, Yu Rong, Wenxuan Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Knowledge Boundary of Large Language Models: A Survey.

Moxin Li, Yong Zhao, Wenxuan Zhang, Shuaiyi Li, Wenya Xie, See-Kiong Ng, Tat-Seng Chua, Yang Deng

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning.

Chang Gao, Wenxuan Zhang, Guizhen Chen, Wai Lam

Proceedings of the Findings of the Association for Computational Linguistics, 2025

FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models.

Hongzhan Lin, Yang Deng, Yuxuan Gu, Wenxuan Zhang, Jing Ma, See-Kiong Ng, Tat-Seng Chua

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Nonfactoid Question Answering as Query-Focused Summarization With Graph-Enhanced Multihop Inference.

Yang Deng, Wenxuan Zhang, Weiwen Xu, Ying Shen, Wai Lam

IEEE Trans. Neural Networks Learn. Syst., August, 2024

ChatGPT Asks, BLIP-2 Answers: Automatic Questioning Towards Enriched Visual Descriptions.

Deyao Zhu, Jun Chen, Kilichbek Haydarov, Xiaoqian Shen, Wenxuan Zhang, Mohamed Elhoseiny

Trans. Mach. Learn. Res., 2024

SeaLLMs 3: Open Foundation and Chat Multilingual Large Language Models for Southeast Asian Languages.

Wenxuan Zhang, Hou Pong Chan, Yiran Zhao, Mahani Aljunied, Jianyu Wang, Chaoqun Liu, Yue Deng, Zhiqiang Hu, Weiwen Xu, Yew Ken Chia, Xin Li, Lidong Bing

CoRR, 2024

Auto Arena of LLMs: Automating LLM Evaluations with Agent Peer-battles and Committee Discussions.

Ruochen Zhao, Wenxuan Zhang, Yew Ken Chia, Deli Zhao, Lidong Bing

CoRR, 2024

Label Delay in Online Continual Learning.

Botos Csaba, Wenxuan Zhang, Matthias Müller, Ser Nam Lim, Philip Torr, Adel Bibi

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

How do Large Language Models Handle Multilingualism?

Yiran Zhao, Wenxuan Zhang, Guizhen Chen, Kenji Kawaguchi, Lidong Bing

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Sentiment Analysis in the Era of Large Language Models: A Reality Check.

Wenxuan Zhang, Yue Deng, Bing Liu, Sinno Jialin Pan, Lidong Bing

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Continual Learning on a Diet: Learning from Sparsely Labeled Streams Under Constrained Computation.

Wenxuan Zhang, Youssef Mohamed, Bernard Ghanem, Philip Torr, Adel Bibi, Mohamed Elhoseiny

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Multilingual Jailbreak Challenges in Large Language Models.

Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents.

Yang Deng, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Overcoming Generic Knowledge Loss with Selective Parameter Update.

Wenxuan Zhang, Paul Janson, Rahaf Aljundi, Mohamed Elhoseiny

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Order-Agnostic Data Augmentation for Few-Shot Named Entity Recognition.

Huiming Wang, Liying Cheng, Wenxuan Zhang, De Wen Soh, Lidong Bing

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

On the Multi-turn Instruction Following for Conversational Web Agents.

Yang Deng, Xuan Zhang, Wenxuan Zhang, Yifei Yuan, See-Kiong Ng, Tat-Seng Chua

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges.

Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam

IEEE Trans. Knowl. Data Eng., November, 2023

A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems.

Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam

ACM Trans. Inf. Syst., 2023

Label Delay in Continual Learning.

Botos Csaba, Wenxuan Zhang, Matthias Müller, Ser-Nam Lim, Mohamed Elhoseiny, Philip H. S. Torr, Adel Bibi

CoRR, 2023

SeaLLMs - Large Language Models for Southeast Asia.

Xuan-Phi Nguyen, Wenxuan Zhang, Xin Li, Mahani Aljunied, Qingyu Tan, Liying Cheng, Guanzheng Chen, Yue Deng, Sen Yang, Chaoqun Liu, Hang Zhang, Lidong Bing

CoRR, 2023

Social Media Fashion Knowledge Extraction as Captioning.

Yifei Yuan, Wenxuan Zhang, Yang Deng, Wai Lam

CoRR, 2023

Overcoming General Knowledge Loss with Selective Parameter Finetuning.

Wenxuan Zhang, Paul Janson, Rahaf Aljundi, Mohamed Elhoseiny

CoRR, 2023

M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models.

Wenxuan Zhang, Sharifah Mahani Aljunied, Chang Gao, Yew Ken Chia, Lidong Bing

CoRR, 2023

Enhancing Few-shot NER with Prompt Ordering based Data Augmentation.

Huiming Wang, Liying Cheng, Wenxuan Zhang, De Wen Soh, Lidong Bing

CoRR, 2023

Multimodal Fashion Knowledge Extraction as Captioning.

Yifei Yuan, Wenxuan Zhang, Yang Deng, Wai Lam

Proceedings of the Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region, 2023

M3Exam: A Multilingual, Multimodal, Multilevel Benchmark for Examining Large Language Models.

Wenxuan Zhang, Mahani Aljunied, Chang Gao, Yew Ken Chia, Lidong Bing

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader.

Weiwen Xu, Xin Li, Wenxuan Zhang, Meng Zhou, Wai Lam, Luo Si, Lidong Bing

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SLAMB: Accelerated Large Batch Training with Sparse Communication.

Hang Xu, Wenxuan Zhang, Jiawei Fei, Yuzhe Wu, Tingwen Xie, Jun Huang, Yuchen Xie, Mohamed Elhoseiny, Panos Kalnis

Proceedings of the International Conference on Machine Learning, 2023

Continual Zero-Shot Learning through Semantically Guided Generative Random Walks.

Wenxuan Zhang, Paul Janson, Kai Yi, Ivan Skorokhodov, Mohamed Elhoseiny

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

SOUL: Towards Sentiment and Opinion Understanding of Language.

Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing

Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Zero-Shot Text Classification via Self-Supervised Tuning.

Chaoqun Liu, Wenxuan Zhang, Guizhen Chen, Xiaobao Wu, Anh Tuan Luu, Chip-Hong Chang, Lidong Bing

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach.

Jia Guo, Liying Cheng, Wenxuan Zhang, Stanley Kok, Xin Li, Lidong Bing

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Easy-to-Hard Learning for Information Extraction.

Chang Gao, Wenxuan Zhang, Wai Lam, Lidong Bing

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Product Question Answering in E-Commerce: A Survey.

Yang Deng, Wenxuan Zhang, Qian Yu, Wai Lam

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis.

Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations.

Yang Deng, Wenxuan Zhang, Yifei Yuan, Wai Lam

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Toward Personalized Answer Generation in E-Commerce via Multi-perspective Preference Modeling.

Yang Deng, Yaliang Li, Wenxuan Zhang, Bolin Ding, Wai Lam

ACM Trans. Inf. Syst., 2022

From Clozing to Comprehending: Retrofitting Pre-trained Language Model to Pre-trained Machine Reader.

Weiwen Xu, Xin Li, Wenxuan Zhang, Meng Zhou, Lidong Bing, Wai Lam, Luo Si

CoRR, 2022

A Simple Baseline that Questions the Use of Pretrained-Models in Continual Learning.

Paul Janson, Wenxuan Zhang, Rahaf Aljundi, Mohamed Elhoseiny

CoRR, 2022

User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems.

Yang Deng, Wenxuan Zhang, Wai Lam, Hong Cheng, Helen Meng

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Towards Generalizable and Robust Text-to-SQL Parsing.

Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance.

Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue.

Chang Gao, Wenxuan Zhang, Wai Lam

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2022

2021

Towards Personalized Answer Generation in E-Commerce via Multi-Perspective Preference Modeling.

Yang Deng, Yaliang Li, Wenxuan Zhang, Bolin Ding, Wai Lam

CoRR, 2021

Cross-lingual Aspect-based Sentiment Analysis with Aspect Term Code-Switching.

Wenxuan Zhang, Ruidan He, Haiyun Peng, Lidong Bing, Wai Lam

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Aspect-based Sentiment Analysis in Question Answering Forums.

Wenxuan Zhang, Yang Deng, Xin Li, Lidong Bing, Wai Lam

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Aspect Sentiment Quad Prediction as Paraphrase Generation.

Wenxuan Zhang, Yang Deng, Xin Li, Yifei Yuan, Lidong Bing, Wai Lam

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation.

Yang Deng, Wenxuan Zhang, Wai Lam

Proceedings of the Seventh Workshop on Noisy User-generated Text, 2021

Towards Generative Aspect-Based Sentiment Analysis.

Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Unsupervised Cross-lingual Adaptation for Sequence Tagging and Beyond.

Xin Li, Lidong Bing, Wenxuan Zhang, Zheng Li, Wai Lam

CoRR, 2020

Review-guided Helpful Answer Identification in E-commerce.

Wenxuan Zhang, Wai Lam, Yang Deng, Jing Ma

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Answer Ranking for Product-Related Questions via Multiple Semantic Relations Modeling.

Wenxuan Zhang, Yang Deng, Wai Lam

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Bridging Hierarchical and Sequential Context Modeling for Question-driven Extractive Answer Summarization.

Yang Deng, Wenxuan Zhang, Yaliang Li, Min Yang, Wai Lam, Ying Shen

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Answering Product-related Questions with Heterogeneous Information.

Wenxuan Zhang, Qian Yu, Wai Lam

Proceedings of the 1st Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 10th International Joint Conference on Natural Language Processing, 2020

AnswerFact: Fact Checking in Product Question Answering.

Wenxuan Zhang, Yang Deng, Jing Ma, Wai Lam

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Multi-hop Inference for Question-driven Summarization.

Yang Deng, Wenxuan Zhang, Wai Lam

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Intra-/Inter-Interaction Network with Latent Interaction Modeling for Multi-turn Response Selection.

Yang Deng, Wenxuan Zhang, Wai Lam

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Opinion-aware Answer Generation for Review-driven Question Answering in E-Commerce.

Yang Deng, Wenxuan Zhang, Wai Lam

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

Exploiting BERT for End-to-End Aspect-based Sentiment Analysis.

Xin Li, Lidong Bing, Wenxuan Zhang, Wai Lam

Proceedings of the 5th Workshop on Noisy User-generated Text, 2019