🧑‍🔬 Xu Sun — all works

35 works · ← Xu Sun

1. Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetDeli Chen et al.2020 · 1,067 citations
2. A Survey on In-context LearningarXiv:2301.00234Qingxiu Dong, Lei Li, Damai Dai, et al.2023 · 978 citations
3. Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning ApproachAnnual Meeting of the Association for Computational Linguistics (ACL)Jingjing Xu, Xu Sun, Qi Zeng, et al.2018 · 303 citations
4. A Dual Reinforcement Learning Framework for Unsupervised Text Style TransferInternational Joint Conference on Artificial IntelligenceFuli Luo, Peng Li, Jie Zhou, et al.2019 · 266 citations
5. TimeChat: A Time-sensitive Multimodal Large Language Model for Long Video Understanding ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetShuhuai Ren et al.2024 · 196 citations
6. Aligning Cross-Lingual Entities with Multi-Aspect Information ↗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 yetHsiu-Wei Yang et al.2019 · 193 citations
7. Contrastive Attention for Automatic Chest X-ray Report Generation ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetFenglin Liu et al.2021 · 181 citations
8. Global Encoding for Abstractive Summarization ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetJunyang Lin et al.2018 · 175 citations
9. Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetJingjing Xu et al.2018 · 166 citations
10. Label Words are Anchors: An Information Flow Perspective for Understanding In-Context LearningConference on Empirical Methods in Natural Language Processing (EMNLP)Lean Wang, Lei Li, Damai Dai, et al.2023 · 153 citations
11. SGM: Sequence Generation Model for Multi-label ClassificationInternational Conference on Computational Linguistics (COLING)Pengcheng Yang, Xu Sun, Wei Li, et al.2018 · 146 citations
12. A Unified Model for Cross-Domain and Semi-Supervised Named Entity Recognition in Chinese Social Media ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetHangfeng He, Xu Sun2017 · 145 citations
13. A Skeleton-Based Model for Promoting Coherence Among Sentences in Narrative Story Generation ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetJingjing Xu et al.2018 · 136 citations
14. Be Careful about Poisoned Word Embeddings: Exploring the Vulnerability of the Embedding Layers in NLP ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Wenkai Yang, Lei Li, Zhiyuan Zhang, et al.2021 · 135 citations
15. Parallel Data Augmentation for Formality Style Transfer ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYi Zhang, Tao Ge, Xu Sun2020 · 120 citations
16. Enhancing Topic-to-Essay Generation with External Commonsense Knowledge ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetPengcheng Yang et al.2019 · 115 citations
17. RAP: Robustness-Aware Perturbations for Defending against Backdoor Attacks on NLP ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Wenkai Yang, Yankai Lin, Peng Li, et al.2021 · 112 citations
18. Rethinking Stealthiness of Backdoor Attack against NLP Models ↗Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · no summary yetWenkai Yang et al.2021 · 108 citations
19. Imitation Learning for Non-Autoregressive Neural Machine Translation ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetBingzhen Wei et al.2019 · 105 citations
20. Bag-of-Words as Target for Neural Machine Translation ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetShuming Ma et al.2018 · 101 citations
21. Learning Sentiment Memories for Sentiment Modification without Parallel Data ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetYi Zhang et al.2018 · 93 citations
22. Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers) · no summary yetShuming Ma et al.2018 · 79 citations
23. Semantic-Unit-Based Dilated Convolution for Multi-Label Text Classification ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetJunyang Lin et al.2018 · 78 citations
24. A Hierarchical Reinforced Sequence Operation Method for Unsupervised Text Style Transfer ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetChen Wu et al.2019 · 77 citations
25. simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetFenglin Liu et al.2018 · 77 citations
26. Knowledge-Based Semantic Embedding for Machine Translation ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetChen Shi et al.2016 · 74 citations
27. Dependency-based Gated Recursive Neural Network for Chinese Word Segmentation ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetJingjing Xu, Xu Sun2016 · 74 citations
28. Rethinking Skip Connection with Layer Normalization ↗Proceedings of the 28th International Conference on Computational Linguistics · no summary yetFenglin Liu et al.2020 · 71 citations
29. Improving Semantic Relevance for Sequence-to-Sequence Learning of Chinese Social Media Text Summarization ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetShuming Ma et al.2017 · 69 citations
30. Question Condensing Networks for Answer Selection in Community Question Answering ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetWei Wu, Xu Sun, Houfeng Wang2018 · 55 citations
31. Towards Fine-grained Text Sentiment Transfer ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetFuli Luo et al.2019 · 51 citations
32. How to Ask Good Questions? Try to Leverage Paraphrases ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetXin Jia et al.2020 · 42 citations
33. Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting ↗arXiv:1909.06002 · no summary yetYi Zhang et al.2019 · 24 citations
34. A Semantic Relevance Based Neural Network for Text Summarization and Text Simplification ↗arXiv:1710.02318 · no summary yetShuming Ma, Xu Sun2017 · 24 citations
35. Decoding-History-Based Adaptive Control of Attention for Neural Machine Translation ↗arXiv:1802.01812 · no summary yetJunyang Lin et al.2018 · 18 citations

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