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2020 – today
- 2024
[j63]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): 293:1-293:39 (2024)- [j62]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): 525-553 (2024) - [j61]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): 11231-11245 (2024) - [c241]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: 11437-11452 - [c240]Weiwen Xu, Deng Cai, Zhisong Zhang, Wai Lam, Shuming Shi:
Reasons to Reject? Aligning Language Models with Judgments. ACL (Findings) 2024: 12288-12304 - [c239]Chun Hei Lo, Wai Lam, Hong Cheng, Guy Emerson:
Distributional Inclusion Hypothesis and Quantifications: Probing for Hypernymy in Functional Distributional Semantics. ACL (1) 2024: 14625-14637 - [c238]Haoran Yang, Deng Cai, Huayang Li, Wei Bi, Wai Lam, Shuming Shi:
A Frustratingly Simple Decoding Method for Neural Text Generation. LREC/COLING 2024: 536-557 - [c237]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: 3394-3406 - [c236]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: 264-275 - [c235]Hongyuan Lu, Haoran Yang, Haoyang Huang, Dongdong Zhang, Wai Lam, Furu Wei:
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. EMNLP 2024: 958-976 - [c234]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. EMNLP (Findings) 2024: 6549-6561 - [c233]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. EMNLP 2024: 8601-8629 - [c232]Shuaiyi Li, Yang Deng, Deng Cai, Hongyuan Lu, Liang Chen, Wai Lam:
Consecutive Batch Model Editing with HooK Layers. EMNLP 2024: 13817-13833 - [c231]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 - [c230]Haoran Yang, Hongyuan Lu, Wai Lam:
Rephrasing Invokes Better Generations for Large Language Models. NAACL (Student Research Workshop) 2024: 8-15 - [c229]Haoran Yang, Hongyuan Lu, Wai Lam, Deng Cai:
Exploring Compositional Generalization of Large Language Models. NAACL (Student Research Workshop) 2024: 16-24 - [c228]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: 884-899 - [c227]Yifei Yuan, Clemencia Siro, Mohammad Aliannejadi, Maarten de Rijke, Wai Lam:
Asking Multimodal Clarifying Questions in Mixed-Initiative Conversational Search. WWW 2024: 1474-1485 - [i106]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 abs/2402.06925 (2024) - [i105]Yifei Yuan, Clemencia Siro, Mohammad Aliannejadi, Maarten de Rijke, Wai Lam:
Asking Multimodal Clarifying Questions in Mixed-Initiative Conversational Search. CoRR abs/2402.07742 (2024) - [i104]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 abs/2402.13064 (2024) - [i103]Shuaiyi Li, Yang Deng, Deng Cai, Hongyuan Lu, Liang Chen, Wai Lam:
Consecutive Model Editing with Batch alongside HooK Layers. CoRR abs/2403.05330 (2024) - [i102]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 abs/2403.07865 (2024) - [i101]Haoran Yang, Yumeng Zhang, Jiaqi Xu, Hongyuan Lu, Pheng-Ann Heng, Wai Lam:
Unveiling the Generalization Power of Fine-Tuned Large Language Models. CoRR abs/2403.09162 (2024) - [i100]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 abs/2403.11873 (2024) - [i99]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 abs/2404.05955 (2024) - [i98]Bowen Cao, Deng Cai, Zhisong Zhang, Yuexian Zou, Wai Lam:
On the Worst Prompt Performance of Large Language Models. CoRR abs/2406.10248 (2024) - [i97]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 abs/2406.17312 (2024) - [i96]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 abs/2407.04093 (2024) - [i95]Siheng Li, Cheng Yang, Taiqiang Wu, Chufan Shi, Yuji Zhang, Xinyu Zhu, Zesen Cheng, Deng Cai, Mo Yu, Lemao Liu, Jie Zhou, Yujiu Yang, Ngai Wong, Xixin Wu, Wai Lam:
A Survey on the Honesty of Large Language Models. CoRR abs/2409.18786 (2024) - [i94]Hongyuan Lu, Wai Lam:
Toxic Subword Pruning for Dialogue Response Generation on Large Language Models. CoRR abs/2410.04155 (2024) - [i93]Hongyuan Lu, Shujie Miao, Wai Lam:
Clean Evaluations on Contaminated Visual Language Models. CoRR abs/2410.07030 (2024) - [i92]Junpeng Liu, Tianyue Ou, Yifan Song, Yuxiao Qu, Wai Lam, Chenyan Xiong, Wenhu Chen, Graham Neubig, Xiang Yue:
Harnessing Webpage UIs for Text-Rich Visual Understanding. CoRR abs/2410.13824 (2024) - 2023
- [j60]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): 11019-11038 (2023) - [j59]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): 11541-11555 (2023) - [j58]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): 77:1-77:25 (2023) - [c226]Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier:
On the Effectiveness of Parameter-Efficient Fine-Tuning. AAAI 2023: 12799-12807 - [c225]Weiwen Xu, Xin Li, Wai Lam, Lidong Bing:
mPMR: A Multilingual Pre-trained Machine Reader at Scale. ACL (2) 2023: 1533-1546 - [c224]Yang Deng, Wenxuan Zhang, Yifei Yuan, Wai Lam:
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations. ACL (1) 2023: 4079-4095 - [c223]Yuejiao Fei, Leyang Cui, Sen Yang, Wai Lam, Zhenzhong Lan, Shuming Shi:
Enhancing Grammatical Error Correction Systems with Explanations. ACL (1) 2023: 7489-7501 - [c222]Weiwen Xu, Xin Li, Yang Deng, Wai Lam, Lidong Bing:
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks. ACL (1) 2023: 8681-8699 - [c221]Chaojun Wang, Yang Liu, Wai Lam:
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences. ACL (Findings) 2023: 9425-9439 - [c220]Chang Gao, Wenxuan Zhang, Wai Lam, Lidong Bing:
Easy-to-Hard Learning for Information Extraction. ACL (Findings) 2023: 11913-11930 - [c219]Yang Deng, Wenxuan Zhang, Qian Yu, Wai Lam:
Product Question Answering in E-Commerce: A Survey. ACL (1) 2023: 11951-11964 - [c218]Hongyuan Lu, Wai Lam:
PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation. EACL 2023: 68-82 - [c217]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: 376-383 - [c216]Shuaiyi Li, Yang Deng, Wai Lam:
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text. EMNLP (Findings) 2023: 6459-6471 - [c215]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: 7845-7858 - [c214]Sen Yang, Xin Li, Lidong Bing, Wai Lam:
Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning. EMNLP 2023: 11879-11895 - [c213]Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua:
A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. IJCAI 2023: 6583-6591 - [c212]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 - [c211]Yang Deng, Shuaiyi Li, Wai Lam:
Learning to Ask Clarification Questions with Spatial Reasoning. SIGIR 2023: 2113-2117 - [c210]Yifei Yuan, Wenxuan Zhang, Yang Deng, Wai Lam:
Multimodal Fashion Knowledge Extraction as Captioning. SIGIR-AP 2023: 52-62 - [c209]Chun Hei Lo, Hong Cheng, Wai Lam, Guy Emerson:
Functional Distributional Semantics at Scale. *SEM@ACL 2023: 423-436 - [i91]Yang Deng, Wenxuan Zhang, Qian Yu, Wai Lam:
Product Question Answering in E-Commerce: A Survey. CoRR abs/2302.08092 (2023) - [i90]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 abs/2304.04052 (2023) - [i89]Yang Deng, Wenqiang Lei, Wai Lam, Tat-Seng Chua:
A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects. CoRR abs/2305.02750 (2023) - [i88]Hongyuan Lu, Haoyang Huang, Dongdong Zhang, Haoran Yang, Wai Lam, Furu Wei:
Chain-of-Dictionary Prompting Elicits Translation in Large Language Models. CoRR abs/2305.06575 (2023) - [i87]Chaojun Wang, Yang Liu, Wai Lam:
Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences. CoRR abs/2305.09154 (2023) - [i86]Chang Gao, Wenxuan Zhang, Wai Lam, Lidong Bing:
Easy-to-Hard Learning for Information Extraction. CoRR abs/2305.09193 (2023) - [i85]Yang Deng, Wenxuan Zhang, Yifei Yuan, Wai Lam:
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations. CoRR abs/2305.10172 (2023) - [i84]Hanxu Hu, Hongyuan Lu, Huajian Zhang, Wai Lam, Yue Zhang:
Chain-of-Symbol Prompting Elicits Planning in Large Langauge Models. CoRR abs/2305.10276 (2023) - [i83]Haoran Yang, Deng Cai, Huayang Li, Wei Bi, Wai Lam, Shuming Shi:
A Frustratingly Simple Decoding Method for Neural Text Generation. CoRR abs/2305.12675 (2023) - [i82]Weiwen Xu, Xin Li, Wai Lam, Lidong Bing:
mPMR: A Multilingual Pre-trained Machine Reader at Scale. CoRR abs/2305.13645 (2023) - [i81]Yuejiao Fei, Leyang Cui, Sen Yang, Wai Lam, Zhenzhong Lan, Shuming Shi:
Enhancing Grammatical Error Correction Systems with Explanations. CoRR abs/2305.15676 (2023) - [i80]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 abs/2306.02051 (2023) - [i79]Hongyuan Lu, Wai Lam:
EPA: Easy Prompt Augmentation on Large Language Models via Multiple Sources and Multiple Targets. CoRR abs/2309.04725 (2023) - [i78]Yifei Yuan, Wenxuan Zhang, Yang Deng, Wai Lam:
Social Media Fashion Knowledge Extraction as Captioning. CoRR abs/2309.16270 (2023) - [i77]Chang Gao, Wenxuan Zhang, Guizhen Chen, Wai Lam:
JsonTuning: Towards Generalizable, Robust, and Controllable Instruction Tuning. CoRR abs/2310.02953 (2023) - [i76]Shuaiyi Li, Yang Deng, Wai Lam:
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text. CoRR abs/2310.12557 (2023) - [i75]Sen Yang, Xin Li, Lidong Bing, Wai Lam:
Once Upon a Time in Graph: Relative-Time Pretraining for Complex Temporal Reasoning. CoRR abs/2310.14709 (2023) - [i74]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 abs/2311.00262 (2023) - [i73]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 abs/2311.08803 (2023) - [i72]Sen Yang, Xin Li, Leyang Cui, Lidong Bing, Wai Lam:
Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs. CoRR abs/2311.09802 (2023) - [i71]Weiwen Xu, Deng Cai, Zhisong Zhang, Wai Lam, Shuming Shi:
Reasons to Reject? Aligning Language Models with Judgments. CoRR abs/2312.14591 (2023) - 2022
- [j57]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): 2:1-2:33 (2022) - [j56]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): 87:1-87:28 (2022) - [c208]Chang Gao, Wenxuan Zhang, Wai Lam:
UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue. ACL (2) 2022: 599-605 - [c207]Hongyuan Lu, Wai Lam, Hong Cheng, Helen Meng:
On Controlling Fallback Responses for Grounded Dialogue Generation. ACL (Findings) 2022: 2591-2601 - [c206]Chun Hei Lo, Wai Lam, Hong Cheng:
Semantic Composition with PSHRG for Derivation Tree Reconstruction from Graph-Based Meaning Representations. ACL (1) 2022: 5425-5439 - [c205]Chang Gao, Wai Lam:
Search Clarification Selection via Query-Intent-Clarification Graph Attention. ECIR (1) 2022: 230-243 - [c204]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: 2113-2125 - [c203]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: 2581-2594 - [c202]Yifei Yuan, Chen Shi, Runze Wang, Liyi Chen, Feijun Jiang, Yuan You, Wai Lam:
McQueen: a Benchmark for Multimodal Conversational Query Rewrite. EMNLP 2022: 4834-4844 - [c201]Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam:
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation. EMNLP 2022: 6456-6472 - [c200]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: 6970-6984 - [c199]Hongyuan Lu, Wai Lam, Hong Cheng, Helen Meng:
Partner Personas Generation for Dialogue Response Generation. NAACL-HLT 2022: 5200-5212 - [c198]Yifei Yuan, Wai Lam:
Sentiment Analysis of Fashion Related Posts in Social Media. WSDM 2022: 1310-1318 - [c197]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: 2998-3008 - [i70]Yang Deng, Wenxuan Zhang, Wai Lam, Hong Cheng, Helen Meng:
User Satisfaction Estimation with Sequential Dialogue Act Modeling in Goal-oriented Conversational Systems. CoRR abs/2202.02912 (2022) - [i69]Weiwen Xu, Bowei Zou, Wai Lam, Ai Ti Aw:
Improving Lexical Embeddings for Robust Question Answering. CoRR abs/2202.13636 (2022) - [i68]Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam:
A Survey on Aspect-Based Sentiment Analysis: Tasks, Methods, and Challenges. CoRR abs/2203.01054 (2022) - [i67]Haoran Yang, Piji Li, Wai Lam:
Parameter-Efficient Tuning by Manipulating Hidden States of Pretrained Language Models For Classification Tasks. CoRR abs/2204.04596 (2022) - [i66]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 abs/2204.06923 (2022) - [i65]Chang Gao, Wenxuan Zhang, Wai Lam:
UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue. CoRR abs/2204.07770 (2022) - [i64]Hongyuan Lu, Wai Lam:
PCC: Paraphrasing with Bottom-k Sampling and Cyclic Learning for Curriculum Data Augmentation. CoRR abs/2208.08110 (2022) - [i63]Zihao Fu, Yijiang River Dong, Lidong Bing, Wai Lam:
Informative Text Generation from Knowledge Triples. CoRR abs/2209.12733 (2022) - [i62]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 abs/2209.13940 (2022) - [i61]Weiwen Xu, Yang Deng, Wenqiang Lei, Wenlong Zhao, Tat-Seng Chua, Wai Lam:
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction. CoRR abs/2210.08697 (2022) - [i60]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 abs/2210.08817 (2022) - [i59]Weiwen Xu, Xin Li, Yang Deng, Lidong Bing, Wai Lam:
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks. CoRR abs/2210.08855 (2022) - [i58]Deng Cai, Xin Li, Jackie Chun-Sing Ho, Lidong Bing, Wai Lam:
Retrofitting Multilingual Sentence Embeddings with Abstract Meaning Representation. CoRR abs/2210.09773 (2022) - [i57]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 abs/2210.12674 (2022) - [i56]Yifei Yuan, Chen Shi, Runze Wang, Liyi Chen, Feijun Jiang, Yuan You, Wai Lam:
McQueen: a Benchmark for Multimodal Conversational Query Rewrite. CoRR abs/2210.12775 (2022) - [i55]Zihao Fu, Haoran Yang, Anthony Man-Cho So, Wai Lam, Lidong Bing, Nigel Collier:
On the Effectiveness of Parameter-Efficient Fine-Tuning. CoRR abs/2211.15583 (2022) - [i54]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 abs/2212.04755 (2022) - [i53]Hongyuan Lu, Haoyang Huang, Shuming Ma, Dongdong Zhang, Wai Lam, Furu Wei:
TRIP: Triangular Document-level Pre-training for Multilingual Language Models. CoRR abs/2212.07752 (2022) - 2021
- [j55]Kwun Ping Lai, Jackie Chun-Sing Ho, Wai Lam:
Using Latent Fine-Grained Sentiment for Cross-Domain Sentiment Analysis. Int. J. Knowl. Based Organ. 11(3): 29-45 (2021) - [j54]Lun Yiu Nie, Cuiyun Gao, Zhicong Zhong, Wai Lam, Yang Liu, Zenglin Xu:
CoreGen: Contextualized Code Representation Learning for Commit Message Generation. Neurocomputing 459: 97-107 (2021) - [c196]Zihao Fu, Wai Lam, Anthony Man-Cho So, Bei Shi:
A Theoretical Analysis of the Repetition Problem in Text Generation. AAAI 2021: 12848-12856 - [c195]Wenxuan Zhang, Xin Li, Yang Deng, Lidong Bing, Wai Lam:
Towards Generative Aspect-Based Sentiment Analysis. ACL/IJCNLP (2) 2021: 504-510 - [c194]Weiwen Xu, Huihui Zhang, Deng Cai, Wai Lam:
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering. ACL/IJCNLP (Findings) 2021: 1044-1056 - [c193]