🧑‍🔬 Xiaodong He — all works

37 works · ← Xiaodong He

1. Hierarchical Attention Networks for Document ClassificationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Zichao Yang, Diyi Yang, Chris Dyer, et al.2016 · 5,436 citations
2. Embedding Entities and Relations for Learning and Inference in Knowledge BasesarXiv:1412.6575Bishan Yang, Wen-tau Yih, Xiaodong He, et al.2014 · 2,370 citations
3. Stacked Attention Networks for Image Question AnsweringIEEE Computer Society Conference on Computer Vision and Pattern RecognitionZichao Yang, Xiaodong He, Jianfeng Gao, et al.2015 · 2,157 citations
4. From Captions to Visual Concepts and Back ↗arXiv:1411.4952 · no summary yetHao Fang et al.2014 · 1,450 citations
5. A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetNasrin Mostafazadeh et al.2016 · 1,116 citations
6. Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge BaseAnnual Meeting of the Association for Computational Linguistics (ACL)Wen-tau Yih, Ming-Wei Chang, Xiaodong He, et al.2015 · 966 citations
7. Domain Adaptation via Pseudo In-Domain Data SelectionConference on Empirical Methods in Natural Language Processing (EMNLP)Amittai Axelrod, Xiaodong He, Jianfeng Gao2011 · 775 citations
8. End-to-End Structure-Aware Convolutional Networks for Knowledge Base Completion ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChao Shang et al.2019 · 745 citations
9. Deep Learning with Low Precision by Half-Wave Gaussian Quantization ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetZhaowei Cai et al.2017 · 506 citations
10. Semantic Compositional Networks for Visual 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 yetZhe Gan et al.2017 · 493 citations
11. Semantic Parsing for Single-Relation Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Wen-tau Yih, Xiaodong He, Christopher Meek2014 · 489 citations
12. Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding ↗Interspeech (USB) · no summary yetGrégoire Mesnil et al.2013 · 485 citations
13. Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information RetrievalConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Xiaodong Liu, Jianfeng Gao, Xiaodong He, et al.2015 · 471 citations
14. Deep Communicating Agents for Abstractive SummarizationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, et al.2018 · 440 citations
15. Visual StorytellingConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Ting-Hao Kenneth Huang, Francis Ferraro, Nasrin Mostafazadeh, et al.2016 · 356 citations
16. Generating Natural Questions About an ImageAnnual Meeting of the Association for Computational Linguistics (ACL)Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, et al.2016 · 343 citations
17. Object-Driven Text-To-Image Synthesis via Adversarial Training ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetWenbo Li et al.2019 · 337 citations
18. StyleNet: Generating Attractive Visual Captions with Styles ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChuang Gan et al.2017 · 324 citations
19. Deep Reinforcement Learning with a Natural Language Action Space ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetJi He et al.2016 · 223 citations
20. Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetMing Tu et al.2019 · 202 citations
21. Enhancing Automated Essay Scoring Performance via Fine-tuning Pre-trained Language Models with Combination of Regression and Ranking ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetRuosong Yang et al.2020 · 182 citations
22. Natural Language to Structured Query Generation via Meta-Learning ↗Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers) · no summary yetPo-Sen Huang et al.2018 · 149 citations
23. Character-Level Question Answering with Attention ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetXiaodong He, David Golub2016 · 136 citations
24. Learning Generic Sentence Representations Using Convolutional Neural Networks ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetZhe Gan et al.2017 · 118 citations
25. Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYun Tang et al.2020 · 116 citations
26. Discourse-Aware Neural Rewards for Coherent Text 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 yetAntoine Bosselut et al.2018 · 111 citations
27. Keywords-Guided Abstractive Sentence Summarization ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetHaoran Li et al.2020 · 107 citations
28. Maximum Expected BLEU Training of Phrase and Lexicon Translation Models ↗Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetXiaodong He, Li Deng2012 · 97 citations
29. Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetHaoran Li et al.2020 · 94 citations
30. Self-Attention Guided Copy Mechanism for Abstractive Summarization ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetSong Xu et al.2020 · 91 citations
31. RevCore: Review-Augmented Conversational Recommendation ↗Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yetYu Lu et al.2021 · 90 citations
32. Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension ↗Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yetDavid Golub et al.2017 · 71 citations
33. Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetJi He et al.2016 · 66 citations
34. Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetTiangang Zhu et al.2020 · 63 citations
35. Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetXiaochen Hou et al.2021 · 62 citations
36. Deep Reinforcement Learning for NLP ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts · no summary yetWilliam Yang Wang, Jiwei Li, Xiaodong He2018 · 59 citations
37. Beyond Token Length: Step Pruner for Efficient and Accurate Reasoning in Large Language ModelsFindings of the Association for Computational LinguisticsCanhui Wu, Qiong Cao, Chang Li, et al.2026 · 2 citations

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