---
title: "Tat-Seng Chua — all works — Elamur Research"
description: "All 54 works of Tat-Seng Chua in the Elamur Research library, the most cited first: our summaries where we have them, else the original."
canonical: "https://research.elamur.ai/free/en/authors/tat-seng-chua/works/"
---
[Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/authors/tat-seng-chua/works/)

[home](https://md.research.elamur.ai/free/en/) / [authors](https://md.research.elamur.ai/free/en/authors/) / [Tat-Seng Chua](https://md.research.elamur.ai/free/en/authors/tat-seng-chua/) / all works

# Tat-Seng Chua — all works

54 works · [← Tat-Seng Chua](https://md.research.elamur.ai/free/en/authors/tat-seng-chua/)

1. **[SCA-CNN: Spatial and Channel-Wise Attention in Convolutional Networks for Image Captioning ↗](https://doi.org/10.1109/cvpr.2017.667) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Long Chen et al.*2017 · 2,028 citations*
2. **[Meta-Transfer Learning for Few-Shot Learning ↗](https://doi.org/10.1109/cvpr.2019.00049) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Qianru Sun et al.*2019 · 1,282 citations*
3. **[Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks ↗](https://doi.org/10.24963/ijcai.2017/435) International Joint Conference on Artificial Intelligence · no summary yet**Jun Xiao et al.*2017 · 927 citations*
4. **[Explainable Reasoning over Knowledge Graphs for Recommendation ↗](https://doi.org/10.1609/aaai.v33i01.33015329) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Xiang Wang et al.*2019 · 770 citations*
5. **[Visual Translation Embedding Network for Visual Relation Detection ↗](https://doi.org/10.1109/cvpr.2017.331) IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yet**Hanwang Zhang et al.*2017 · 581 citations*
6. **[Topical Word Embeddings ↗](https://doi.org/10.1609/aaai.v29i1.9522) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Yang Liu et al.*2015 · 441 citations*
7. **[Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution ↗](https://doi.org/10.24963/ijcai.2017/536) International Joint Conference on Artificial Intelligence · no summary yet**Guangyao Shen et al.*2017 · 409 citations*
8. **[TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance](https://md.research.elamur.ai/free/en/papers/zhu-2021-tat-qa-question-answering-benchmark/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Fengbin Zhu, Wenqiang Lei, Youcheng Huang, et al.*2021 · 397 citations*
9. **[Temporally Grounding Natural Sentence in Video ↗](https://aclanthology.org/D18-1015/) Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yet**Jingyuan Chen et al.*2018 · 359 citations*
10. **[Multi-Channel Graph Neural Network for Entity Alignment ↗](https://aclanthology.org/P19-1140/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Yixin Cao et al.*2019 · 318 citations*
11. **[Domain adaptation from multiple sources via auxiliary classifiers ↗](https://doi.org/10.1145/1553374.1553411) International Conference on Machine Learning · no summary yet**Lixin Duan et al.*2009 · 298 citations*
12. **[A syntactic tree matching approach to finding similar questions in community-based qa services ↗](https://doi.org/10.1145/1571941.1571975) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Kai Wang, Zhaoyan Ming, Tat‐Seng Chua*2009 · 249 citations*
13. **[NExT-GPT: Any-to-Any Multimodal LLM ↗](https://arxiv.org/abs/2309.05519) arXiv:2309.05519 · no summary yet**Shengqiong Wu et al.*2023 · 207 citations*
14. **[Deconfounded Video Moment Retrieval with Causal Intervention ↗](https://doi.org/10.1145/3404835.3462823) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Xun Yang et al.*2021 · 206 citations*
15. **[Graph Neural Networks with Generated Parameters for Relation Extraction ↗](https://aclanthology.org/P19-1128/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Hao Zhu et al.*2019 · 205 citations*
16. **[Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model ↗](https://aclanthology.org/D19-1274/) 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 yet**Chengjiang Li et al.*2019 · 191 citations*
17. **[Reasoning Implicit Sentiment with Chain-of-Thought Prompting ↗](https://aclanthology.org/2023.acl-short.101/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yet**Hao Fei et al.*2023 · 160 citations*
18. **[Micro Tells Macro ↗](https://doi.org/10.1145/2964284.2964314) ACM International Conference on Multimedia (ACM MM) · no summary yet**Jingyuan Chen et al.*2016 · 160 citations*
19. **[Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment ↗](https://aclanthology.org/2020.emnlp-main.515/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Zhiyuan Liu et al.*2020 · 136 citations*
20. **[Semantic Graphs for Generating Deep Questions](https://md.research.elamur.ai/free/en/papers/pan-2020-semantic-graphs-generating-deep-questions/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Liangming Pan, Yuxi Xie, Yansong Feng, et al.*2020 · 134 citations*
21. **[Paraphrase Recognition via Dissimilarity Significance Classification ↗](https://aclanthology.org/W06-1603/) Proceedings of the 2006 Conference on Empirical Methods in Natural Language Processing · no summary yet**Long Qiu, Min-Yen Kan, Tat-Seng Chua*2006 · 134 citations*
22. **[Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration](https://md.research.elamur.ai/free/en/papers/deng-2023-prompting-evaluating-large-language-models/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Yang Deng, Lizi Liao, Liang Chen, et al.*2023 · 129 citations*
23. **[Re-examining the Role of Schema Linking in Text-to-SQL ↗](https://aclanthology.org/2020.emnlp-main.564/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Wenqiang Lei et al.*2020 · 121 citations*
24. **[Predicting Personalized Emotion Perceptions of Social Images ↗](https://doi.org/10.1145/2964284.2964289) ACM International Conference on Multimedia (ACM MM) · no summary yet**Sicheng Zhao et al.*2016 · 114 citations*
25. **[Generative Topic Embedding: a Continuous Representation of Documents ↗](https://aclanthology.org/P16-1063/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Shaohua Li et al.*2016 · 111 citations*
26. **[Low-Resource Name Tagging Learned with Weakly Labeled Data ↗](https://aclanthology.org/D19-1025/) 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 yet**Yixin Cao et al.*2019 · 107 citations*
27. **[Expertise Style Transfer: A New Task Towards Better Communication between Experts and Laymen ↗](https://aclanthology.org/2020.acl-main.100/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Yixin Cao et al.*2020 · 105 citations*
28. **[Video Question Answering: Datasets, Algorithms and Challenges ↗](https://aclanthology.org/2022.emnlp-main.432/) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yet**Yaoyao Zhong et al.*2022 · 100 citations*
29. **[An efficient sparse metric learning in high-dimensional space via l 1 -penalized log-determinant regularization ↗](https://doi.org/10.1145/1553374.1553482) International Conference on Machine Learning · no summary yet**Guo-Jun Qi et al.*2009 · 100 citations*
30. **[A Public Reference Implementation of the RAP Anaphora Resolution Algorithm](https://md.research.elamur.ai/free/en/papers/qiu-2004-public-reference-implementation-rap-anaphora/) [Language Resources and Evaluation Conference (LREC)](https://md.research.elamur.ai/free/en/venues/lrec/)**Long Qiu, Min-Yen Kan, Tat-Seng Chua*2004 · 97 citations*
31. **[Play and Rewind ↗](https://doi.org/10.1145/2964284.2964308) ACM International Conference on Multimedia (ACM MM) · no summary yet**Hanwang Zhang et al.*2016 · 89 citations*
32. **[MMConv: An Environment for Multimodal Conversational Search across Multiple Domains ↗](https://doi.org/10.1145/3404835.3462970) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Lizi Liao et al.*2021 · 84 citations*
33. **[Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling ↗](https://aclanthology.org/2023.acl-long.823/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Shengqiong Wu et al.*2023 · 82 citations*
34. **[Conversational Recommendation: Formulation, Methods, and Evaluation ↗](https://doi.org/10.1145/3397271.3401419) International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yet**Wenqiang Lei et al.*2020 · 77 citations*
35. **[Scene Graph as Pivoting: Inference-time Image-free Unsupervised Multimodal Machine Translation with Visual Scene Hallucination ↗](https://aclanthology.org/2023.acl-long.329/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Hao Fei et al.*2023 · 75 citations*
36. **[DiaASQ: A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis ↗](https://aclanthology.org/2023.findings-acl.849/) Findings of the Association for Computational Linguistics: ACL 2023 · no summary yet**Bobo Li et al.*2023 · 70 citations*
37. **[Zero-Shot Ingredient Recognition by Multi-Relational Graph Convolutional Network ↗](https://doi.org/10.1609/aaai.v34i07.6626) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Jingjing Chen et al.*2020 · 67 citations*
38. **[From Tweets to Wellness: Wellness Event Detection from Twitter Streams ↗](https://doi.org/10.1609/aaai.v30i1.9975) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Mohammad Akbari et al.*2016 · 65 citations*
39. **[Shorter-is-Better ↗](https://doi.org/10.1145/2964284.2964307) ACM International Conference on Multimedia (ACM MM) · no summary yet**Jianglong Zhang et al.*2016 · 63 citations*
40. **[Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment ↗](https://aclanthology.org/2023.acl-long.146/) Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Shengqiong Wu et al.*2023 · 60 citations*
41. **[A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction ↗](https://aclanthology.org/2023.findings-emnlp.490/) Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yet**Ruihao Shui et al.*2023 · 58 citations*
42. **[Hello Again! LLM-powered Personalized Agent for Long-term Dialogue](https://md.research.elamur.ai/free/en/papers/li-2025-hello-again-llm-powered-personalized/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://doi.org/10.1609/aaai.v34i01.5352) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Tiancheng Shen et al.*2020 · 53 citations*
44. **[CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2024-clamber-benchmark-identifying-clarifying-ambiguous/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Tong Zhang, Peixin Qin, Yang Deng, et al.*2024 · 52 citations*
45. **[Knowledge Boundary of Large Language Models: A Survey](https://md.research.elamur.ai/free/en/papers/li-2025-knowledge-boundary-large-language-models/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Moxin Li, Yong Zhao, Wenxuan Zhang, et al.*2025 · 30 citations*
46. **[Personalized Generation In Large Model Era: A Survey](https://md.research.elamur.ai/free/en/papers/xu-2025-personalized-generation-large-model-era/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Yiyan Xu, Jinghao Zhang, Alireza Salemi, et al.*2025 · 24 citations*
47. **[Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence](https://md.research.elamur.ai/free/en/papers/he-2025-cracking-code-hallucination-lvlms-vision/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/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 Models](https://md.research.elamur.ai/free/en/papers/lin-2025-fact-audit-adaptive-multi-agent/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Hongzhan Lin, Yang Deng, Yuxuan Gu, et al.*2025 · 15 citations*
49. **[Personalized Text Generation with Contrastive Activation Steering](https://md.research.elamur.ai/free/en/papers/zhang-2025-personalized-text-generation-contrastive-activation/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Jinghao Zhang, Yuting Liu, Wenjie Wang, et al.*2025 · 13 citations*
50. **[AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender](https://md.research.elamur.ai/free/en/papers/zhao-2025-adasteer-your-aligned-llm-is/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/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 ↗](https://aclanthology.org/D19-1087/) 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 yet**Wenqiang Lei et al.*2019 · 11 citations*
52. **[ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction ↗](https://aclanthology.org/2022.emnlp-main.166/) Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing · no summary yet**Weiwen Xu et al.*2022 · 10 citations*
53. **[Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs](https://md.research.elamur.ai/free/en/papers/zhao-2025-beware-your-po-measuring-mitigating/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Weixiang Zhao, Yulin Hu, Yang Deng, et al.*2025 · 9 citations*
54. **[MPO: Multilingual Safety Alignment via Reward Gap Optimization](https://md.research.elamur.ai/free/en/papers/zhao-2025-mpo-multilingual-safety-alignment-reward/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Weixiang Zhao, Yulin Hu, Yang Deng, et al.*2025 · 7 citations*