Wai Lam

ORCID

Publication Activity (10 Years)

Years Active: 1993-2024
Publications (10 Years): 245

Top Venues

Publications

Qibing Ren, Chang Gao, Jing Shao, Junchi Yan, Xin Tan, Wai Lam, Lizhuang Ma
CodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion. ACL (Findings) (2024)
Hongyuan Lu, Haoyang Huang, Dongdong Zhang, Furu Wei, Wai Lam
Revamping Multilingual Agreement Bidirectionally via Switched Back-translation for Multilingual Neural Machine Translation. EACL (Findings) (2024)
Haoran Yang, Deng Cai, Huayang Li, Wei Bi, Wai Lam, Shuming Shi
A Frustratingly Simple Decoding Method for Neural Text Generation. LREC/COLING (2024)
Bowen Cao, Deng Cai, Zhisong Zhang, Yuexian Zou, Wai Lam
On the Worst Prompt Performance of Large Language Models. CoRR (2024)
Yifei Yuan, Chen Shi, Runze Wang, Liyi Chen, Renjun Hu, Zengming Zhang, Feijun Jiang, Wai Lam
CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite. LREC/COLING (2024)
Yang Deng, Wenxuan Zhang, Weiwen Xu, Ying Shen, Wai Lam
Nonfactoid Question Answering as Query-Focused Summarization With Graph-Enhanced Multihop Inference. IEEE Trans. Neural Networks Learn. Syst. 35 (8) (2024)
Weiwen Xu, Deng Cai, Zhisong Zhang, Wai Lam, Shuming Shi
Reasons to Reject? Aligning Language Models with Judgments. ACL (Findings) (2024)
Yifei Yuan, Chen Shi, Runze Wang, Liyi Chen, Renjun Hu, Zengming Zhang, Feijun Jiang, Wai Lam
CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite. CoRR (2024)
Yifei Yuan, Clemencia Siro, Mohammad Aliannejadi, Maarten de Rijke, Wai Lam
Asking Multimodal Clarifying Questions in Mixed-Initiative Conversational Search. CoRR (2024)
Xiaoyan Zhao, Yang Deng, Min Yang, Lingzhi Wang, Rui Zhang, Hong Cheng, Wai Lam, Ying Shen, Ruifeng Xu
A Comprehensive Survey on Relation Extraction: Recent Advances and New Frontiers. ACM Comput. Surv. 56 (11) (2024)
Haoran Yang, Yumeng Zhang, Jiaqi Xu, Hongyuan Lu, Pheng-Ann Heng, Wai Lam
Unveiling the Generalization Power of Fine-Tuned Large Language Models. CoRR (2024)
Haoran Yang, Yumeng Zhang, Jiaqi Xu, Hongyuan Lu, Pheng-Ann Heng, Wai Lam
Unveiling the Generalization Power of Fine-Tuned Large Language Models. NAACL-HLT (2024)
Hao Yang, Hongyuan Lu, Xinhua Zeng, Yang Liu, Xiang Zhang, Haoran Yang, Yumeng Zhang, Shan Huang, Yiran Wei, Wai Lam
Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations. CoRR (2024)
Junpeng Liu, Yifan Song, Bill Yuchen Lin, Wai Lam, Graham Neubig, Yuanzhi Li, Xiang Yue
VisualWebBench: How Far Have Multimodal LLMs Evolved in Web Page Understanding and Grounding? CoRR (2024)
Xin Shen, Wai Lam, Shumin Ma, Huadong Wang
Joint learning of text alignment and abstractive summarization for long documents via unbalanced optimal transport. Nat. Lang. Eng. 30 (3) (2024)
Yifei Yuan, Clemencia Siro, Mohammad Aliannejadi, Maarten de Rijke, Wai Lam
Asking Multimodal Clarifying Questions in Mixed-Initiative Conversational Search. WWW (2024)
Shuaiyi Li, Yang Deng, Deng Cai, Hongyuan Lu, Liang Chen, Wai Lam
Consecutive Model Editing with Batch alongside HooK Layers. CoRR (2024)
Haoran Li, Qingxiu Dong, Zhengyang Tang, Chaojun Wang, Xingxing Zhang, Haoyang Huang, Shaohan Huang, Xiaolong Huang, Zeqiang Huang, Dongdong Zhang, Yuxian Gu, Xin Cheng, Xun Wang, Si-Qing Chen, Li Dong, Wei Lu, Zhifang Sui, Benyou Wang, Wai Lam, Furu Wei
Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models. CoRR (2024)
Yang Deng, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents. ICLR (2024)
Qibing Ren, Chang Gao, Jing Shao, Junchi Yan, Xin Tan, Yu Qiao, Wai Lam, Lizhuang Ma
Exploring Safety Generalization Challenges of Large Language Models via Code. CoRR (2024)
Sen Yang, Leyang Cui, Deng Cai, Xinting Huang, Shuming Shi, Wai Lam
Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning. CoRR (2024)
Chufan Shi, Haoran Yang, Deng Cai, Zhisong Zhang, Yifan Wang, Yujiu Yang, Wai Lam
A Thorough Examination of Decoding Methods in the Era of LLMs. CoRR (2024)
Yang Deng, Wenxuan Zhang, Yifei Yuan, Wai Lam
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations. ACL (1) (2023)
Yang Deng, Wenxuan Zhang, Qian Yu, Wai Lam
Product Question Answering in E-Commerce: A Survey. ACL (1) (2023)
Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier
On the Effectiveness of Parameter-Efficient Fine-Tuning. AAAI (2023)
Weiwen Xu, Deng Cai, Zhisong Zhang, Wai Lam, Shuming Shi
Reasons to Reject? Aligning Language Models with Judgments. CoRR (2023)
Chun Hei Lo, Hong Cheng, Wai Lam, Guy Emerson
Functional Distributional Semantics at Scale. *SEM@ACL (2023)
Xiaoyan Zhao, Yang Deng, Min Yang, Lingzhi Wang, Rui Zhang, Hong Cheng, Wai Lam, Ying Shen, Ruifeng Xu
A Comprehensive Survey on Deep Learning for Relation Extraction: Recent Advances and New Frontiers. CoRR (2023)
Sen Yang, Xin Li, Lidong Bing, Wai Lam
Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning. CoRR (2023)
Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua
A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. CoRR (2023)
Weiwen Xu, Xin Li, Wai Lam, Lidong Bing
mPMR: A Multilingual Pre-trained Machine Reader at Scale. ACL (2) (2023)
Hongyuan Lu, Wai Lam
EPA: Easy Prompt Augmentation on Large Language Models via Multiple Sources and Multiple Targets. CoRR (2023)
Yang Deng, Wenxuan Zhang, Qian Yu, Wai Lam
Product Question Answering in E-Commerce: A Survey. CoRR (2023)
Haoran Yang, Yan Wang, Piji Li, Wei Bi, Wai Lam, Chen Xu
Bridging the Gap between Pre-Training and Fine-Tuning for Commonsense Generation. EACL (Findings) (2023)
Weiwen Xu, Xin Li, Wenxuan Zhang, Meng Zhou, Wai Lam, Luo Si, Lidong Bing
From Cloze to Comprehension: Retrofitting Pre-trained Masked Language Models to Pre-trained Machine Reader. NeurIPS (2023)
Haoran Yang, Deng Cai, Huayang Li, Wei Bi, Wai Lam, Shuming Shi
A Frustratingly Simple Decoding Method for Neural Text Generation. CoRR (2023)
Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Zhaochuan Gao, Anthony Aue, Arul Menezes, Furu Wei
TRIP: Accelerating Document-level Multilingual Pre-training via Triangular Document-level Pre-training on Parallel Data Triplets. EMNLP (Findings) (2023)
Weiwen Xu, Xin Li, Yang Deng, Wai Lam, Lidong Bing
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks. ACL (1) (2023)
Yang Deng, Wenxuan Zhang, Yifei Yuan, Wai Lam
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations. CoRR (2023)
Hongyuan Lu, Wai Lam
PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation. EACL (2023)
Sen Yang, Xin Li, Lidong Bing, Wai Lam
Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning. EMNLP (2023)
Hanxu Hu, Hongyuan Lu, Huajian Zhang, Wai Lam, Yue Zhang
Chain-of-Symbol Prompting Elicits Planning in Large Langauge Models. CoRR (2023)
Chang Gao, Haiyun Jiang, Deng Cai, Shuming Shi, Wai Lam
StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving. CoRR (2023)
Chang Gao, Wenxuan Zhang, Wai Lam, Lidong Bing
Easy-to-Hard Learning for Information Extraction. ACL (Findings) (2023)
Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Chaojun Wang, Yang Liu, Wai Lam
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences. CoRR (2023)
Shuaiyi Li, Yang Deng, Wai Lam
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text. EMNLP (Findings) (2023)
Yang Deng, Wenxuan Zhang, Wai Lam, See-Kiong Ng, Tat-Seng Chua
Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents. CoRR (2023)
Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems. ACM Trans. Inf. Syst. 41 (3) (2023)
Yifei Yuan, Wenxuan Zhang, Yang Deng, Wai Lam
Multimodal Fashion Knowledge Extraction as Captioning. SIGIR-AP (2023)
Shuaiyi Li, Yang Deng, Wai Lam
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text. CoRR (2023)
Weiwen Xu, Xin Li, Wai Lam, Lidong Bing
mPMR: A Multilingual Pre-trained Machine Reader at Scale. CoRR (2023)
Chang Gao, Wenxuan Zhang, Guizhen Chen, Wai Lam
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning. CoRR (2023)
Chang Gao, Wenxuan Zhang, Wai Lam, Lidong Bing
Easy-to-Hard Learning for Information Extraction. CoRR (2023)
Yang Deng, Shuaiyi Li, Wai Lam
Learning to Ask Clarification Questions with Spatial Reasoning. SIGIR (2023)
Yuejiao Fei, Leyang Cui, Sen Yang, Wai Lam, Zhenzhong Lan, Shuming Shi
Enhancing Grammatical Error Correction Systems with Explanations. CoRR (2023)
Yang Deng, Yaliang Li, Bolin Ding, Wai Lam
Leveraging Long Short-Term User Preference in Conversational Recommendation via Multi-agent Reinforcement Learning. IEEE Trans. Knowl. Data Eng. 35 (11) (2023)
Sen Yang, Xin Li, Leyang Cui, Lidong Bing, Wai Lam
Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs. CoRR (2023)
Chaojun Wang, Yang Liu, Wai Lam
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences. ACL (Findings) (2023)
Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua
A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. IJCAI (2023)
Hongyuan Lu, Haoyang Huang, Dongdong Zhang, Haoran Yang, Wai Lam, Furu Wei
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. CoRR (2023)
Yuejiao Fei, Leyang Cui, Sen Yang, Wai Lam, Zhenzhong Lan, Shuming Shi
Enhancing Grammatical Error Correction Systems with Explanations. ACL (1) (2023)
Yifei Yuan, Wenxuan Zhang, Yang Deng, Wai Lam
Social Media Fashion Knowledge Extraction as Captioning. CoRR (2023)
Zihao Fu, Wai Lam, Qian Yu, Anthony Man-Cho So, Shengding Hu, Zhiyuan Liu, Nigel Collier
Decoder-Only or Encoder-Decoder? Interpreting Language Model as a Regularized Encoder-Decoder. CoRR (2023)
Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation. EMNLP (2022)
Yang Deng, Wenxuan Zhang, Wai Lam, Hong Cheng, Helen Meng
User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems. WWW (2022)
Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation. CoRR (2022)
Chang Gao, Wenxuan Zhang, Wai Lam
UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue. ACL (2) (2022)
Chun Hei Lo, Wai Lam, Hong Cheng
Semantic Composition with PSHRG for Derivation Tree Reconstruction from Graph-Based Meaning Representations. ACL (1) (2022)
Yang Deng, Yaliang Li, Wenxuan Zhang, Bolin Ding, Wai Lam
Toward Personalized Answer Generation in E-Commerce via Multi-perspective Preference Modeling. ACM Trans. Inf. Syst. 40 (4) (2022)
Weiwen Xu, Xin Li, Wenxuan Zhang, Meng Zhou, Lidong Bing, Wai Lam, Luo Si
From Clozing to Comprehending: Retrofitting Pre-trained Language Model to Pre-trained Machine Reader. CoRR (2022)
Yifei Yuan, Wai Lam
Sentiment Analysis of Fashion Related Posts in Social Media. WSDM (2022)
Haoran Yang, Piji Li, Wai Lam
Parameter-Efficient Tuning by Manipulating Hidden States of Pretrained Language Models For Classification Tasks. CoRR (2022)
Hongyuan Lu, Wai Lam, Hong Cheng, Helen Meng
Partner Personas Generation for Dialogue Response Generation. NAACL-HLT (2022)
Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Wai Lam, Ying Shen
Contextualized Knowledge-aware Attentive Neural Network: Enhancing Answer Selection with Knowledge. ACM Trans. Inf. Syst. 40 (1) (2022)
Chang Gao, Wenxuan Zhang, Wai Lam
UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue. CoRR (2022)
Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Furu Wei
TRIP: Triangular Document-level Pre-training for Multilingual Language Models. CoRR (2022)
Yang Deng, Wenxuan Zhang, Weiwen Xu, Wenqiang Lei, Tat-Seng Chua, Wai Lam
A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems. CoRR (2022)
Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier
On the Effectiveness of Parameter-Efficient Fine-Tuning. CoRR (2022)
Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. CoRR (2022)
Hongyuan Lu, Wai Lam
PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation. CoRR (2022)
Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li
Towards Generalizable and Robust Text-to-SQL Parsing. CoRR (2022)
Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges. CoRR (2022)
Weiwen Xu, Bowei Zou, Wai Lam, Ai Ti Aw
Improving Lexical Embeddings for Robust Question Answering. CoRR (2022)
Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. CoRR (2022)
Yifei Yuan, Chen Shi, Runze Wang, Liyi Chen, Feijun Jiang, Yuan You, Wai Lam
McQueen: a Benchmark for Multimodal Conversational Query Rewrite. CoRR (2022)
Chang Gao, Wai Lam
Search Clarification Selection via Query-Intent-Clarification Graph Attention. ECIR (1) (2022)
Chang Gao, Bowen Li, Wenxuan Zhang, Wai Lam, Binhua Li, Fei Huang, Luo Si, Yongbin Li
Towards Generalizable and Robust Text-to-SQL Parsing. EMNLP (Findings) (2022)
Weiwen Xu, Xin Li, Yang Deng, Lidong Bing, Wai Lam
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks. CoRR (2022)
Zihao Fu, Yijiang River Dong, Lidong Bing, Wai Lam
Informative Text Generation from Knowledge Triples. CoRR (2022)
Yang Deng, Wenqiang Lei, Wenxuan Zhang, Wai Lam, Tat-Seng Chua
PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance. EMNLP (2022)
Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Furu Wei, Wai Lam
Towards Multilingual Transitivity and Bidirectional Multilingual Agreement for Multilingual Document-level Machine Translation. CoRR (2022)
Hongyuan Lu, Wai Lam, Hong Cheng, Helen Meng
On Controlling Fallback Responses for Grounded Dialogue Generation. ACL (Findings) (2022)
Yang Deng, Wenxuan Zhang, Wai Lam, Hong Cheng, Helen Meng
User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems. CoRR (2022)
Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. EMNLP (2022)
Yifei Yuan, Chen Shi, Runze Wang, Liyi Chen, Feijun Jiang, Yuan You, Wai Lam
McQueen: a Benchmark for Multimodal Conversational Query Rewrite. EMNLP (2022)
Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam
Multilingual AMR Parsing with Noisy Knowledge Distillation. CoRR (2021)
Weiwen Xu, Yang Deng, Huihui Zhang, Deng Cai, Wai Lam
Exploiting Reasoning Chains for Multi-hop Science Question Answering. CoRR (2021)
Haoran Yang, Wai Lam, Piji Li
Contrastive Representation Learning for Exemplar-Guided Paraphrase Generation. EMNLP (Findings) (2021)
Yang Deng, Wenxuan Zhang, Wai Lam
Learning to Rank Question Answer Pairs with Bilateral Contrastive Data Augmentation. W-NUT (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Wai Lam