🧑‍🔬 Tat-Seng Chua — all works

54 works · ← Tat-Seng Chua

1. SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLong Chen et al.2017 · 2,028 citations
2. Meta-Transfer Learning for Few-Shot Learning ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetQianru Sun et al.2019 · 1,282 citations
3. Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks ↗International Joint Conference on Artificial Intelligence · no summary yetJun Xiao et al.2017 · 927 citations
4. Explainable Reasoning over Knowledge Graphs for Recommendation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetXiang Wang et al.2019 · 770 citations
5. Visual Translation Embedding Network for Visual Relation Detection ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetHanwang Zhang et al.2017 · 581 citations
6. Topical Word Embeddings ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetYang Liu et al.2015 · 441 citations
7. Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution ↗International Joint Conference on Artificial Intelligence · no summary yetGuangyao Shen et al.2017 · 409 citations
8. TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in FinanceAnnual Meeting of the Association for Computational Linguistics (ACL)Fengbin Zhu, Wenqiang Lei, Youcheng Huang, et al.2021 · 397 citations
9. Temporally Grounding Natural Sentence in Video ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetJingyuan Chen et al.2018 · 359 citations
10. Multi-Channel Graph Neural Network for Entity Alignment ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetYixin Cao et al.2019 · 318 citations
11. Domain adaptation from multiple sources via auxiliary classifiers ↗International Conference on Machine Learning · no summary yetLixin Duan et al.2009 · 298 citations
12. A syntactic tree matching approach to finding similar questions in community-based qa services ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetKai Wang, Zhaoyan Ming, Tat‐Seng Chua2009 · 249 citations
13. NExT-GPT: Any-to-Any Multimodal LLM ↗arXiv:2309.05519 · no summary yetShengqiong Wu et al.2023 · 207 citations
14. Deconfounded Video Moment Retrieval with Causal Intervention ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetXun Yang et al.2021 · 206 citations
15. Graph Neural Networks with Generated Parameters for Relation Extraction ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetHao Zhu et al.2019 · 205 citations
16. Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetChengjiang Li et al.2019 · 191 citations
17. Reasoning Implicit Sentiment with Chain-of-Thought Prompting ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetHao Fei et al.2023 · 160 citations
18. Micro Tells Macro ↗ACM International Conference on Multimedia (ACM MM) · no summary yetJingyuan Chen et al.2016 · 160 citations
19. Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetZhiyuan Liu et al.2020 · 136 citations
20. Semantic Graphs for Generating Deep QuestionsAnnual Meeting of the Association for Computational Linguistics (ACL)Liangming Pan, Yuxi Xie, Yansong Feng, et al.2020 · 134 citations
21. Paraphrase Recognition via Dissimilarity Significance Classification ↗Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing · no summary yetLong Qiu, Min-Yen Kan, Tat-Seng Chua2006 · 134 citations
22. Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaborationFindings of the Association for Computational LinguisticsYang Deng, Lizi Liao, Liang Chen, et al.2023 · 129 citations
23. Re-examining the Role of Schema Linking in Text-to-SQL ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetWenqiang Lei et al.2020 · 121 citations
24. Predicting Personalized Emotion Perceptions of Social Images ↗ACM International Conference on Multimedia (ACM MM) · no summary yetSicheng Zhao et al.2016 · 114 citations
25. Generative Topic Embedding: a Continuous Representation of Documents ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetShaohua Li et al.2016 · 111 citations
26. Low-Resource Name Tagging Learned with Weakly Labeled Data ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetYixin Cao et al.2019 · 107 citations
27. Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYixin Cao et al.2020 · 105 citations
28. Video Question Answering: Datasets, Algorithms and Challenges ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetYaoyao Zhong et al.2022 · 100 citations
29. An efficient sparse metric learning in high-dimensional space via l 1 -penalized log-determinant regularization ↗International Conference on Machine Learning · no summary yetGuo-Jun Qi et al.2009 · 100 citations
30. A Public Reference Implementation of the RAP Anaphora Resolution AlgorithmLanguage Resources and Evaluation Conference (LREC)Long Qiu, Min-Yen Kan, Tat-Seng Chua2004 · 97 citations
31. Play and Rewind ↗ACM International Conference on Multimedia (ACM MM) · no summary yetHanwang Zhang et al.2016 · 89 citations
32. MMConv: An Environment for Multimodal Conversational Search across Multiple Domains ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetLizi Liao et al.2021 · 84 citations
33. Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetShengqiong Wu et al.2023 · 82 citations
34. Conversational Recommendation: Formulation, Methods, and Evaluation ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetWenqiang Lei et al.2020 · 77 citations
35. Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetHao Fei et al.2023 · 75 citations
36. DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis ↗Findings of the Association for Computational Linguistics: ACL 2023 · no summary yetBobo Li et al.2023 · 70 citations
37. Zero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetJingjing Chen et al.2020 · 67 citations
38. From Tweets to Wellness: Wellness Event Detection from Twitter Streams ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetMohammad Akbari et al.2016 · 65 citations
39. Shorter-is-Better ↗ACM International Conference on Multimedia (ACM MM) · no summary yetJianglong Zhang et al.2016 · 63 citations
40. Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetShengqiong Wu et al.2023 · 60 citations
41. A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetRuihao Shui et al.2023 · 58 citations
42. Hello Again! LLM-powered Personalized Agent for Long-term DialogueConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hao Li, Chenghao Yang, An Zhang, et al.2025 · 55 citations
43. PEIA: Personality and Emotion Integrated Attentive Model for Music Recommendation on Social Media Platforms ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetTiancheng Shen et al.2020 · 53 citations
44. CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Tong Zhang, Peixin Qin, Yang Deng, et al.2024 · 52 citations
45. Knowledge Boundary of Large Language Models: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL)Moxin Li, Yong Zhao, Wenxuan Zhang, et al.2025 · 30 citations
46. Personalized Generation In Large Model Era: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL)Yiyan Xu, Jinghao Zhang, Alireza Salemi, et al.2025 · 24 citations
47. Cracking the Code of Hallucination in LVLMs with Vision-aware Head DivergenceAnnual Meeting of the Association for Computational Linguistics (ACL)Jinghan He, Kuan Zhu, Haiyun Guo, et al.2025 · 21 citations
48. FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Hongzhan Lin, Yang Deng, Yuxuan Gu, et al.2025 · 15 citations
49. Personalized Text Generation with Contrastive Activation SteeringAnnual Meeting of the Association for Computational Linguistics (ACL)Jinghao Zhang, Yuting Liu, Wenjie Wang, et al.2025 · 13 citations
50. AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak DefenderConference on Empirical Methods in Natural Language Processing (EMNLP)Weixiang Zhao, Jiahe Guo, Yulin Hu, et al.2025 · 11 citations
51. Revisit Automatic Error Detection for Wrong and Missing Translation – A Supervised Approach ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetWenqiang Lei et al.2019 · 11 citations
52. ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction ↗Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yetWeiwen Xu et al.2022 · 10 citations
53. Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Weixiang Zhao, Yulin Hu, Yang Deng, et al.2025 · 9 citations
54. MPO: Multilingual Safety Alignment via Reward Gap OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Weixiang Zhao, Yulin Hu, Yang Deng, et al.2025 · 7 citations

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