---
title: "Xiaodong He — all works — Elamur Research"
description: "All 37 works of Xiaodong He 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/xiaodong-he/works/"
---
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# Xiaodong He — all works

37 works · [← Xiaodong He](https://md.research.elamur.ai/free/en/authors/xiaodong-he/)

1. **[Hierarchical Attention Networks for Document Classification](https://md.research.elamur.ai/free/en/papers/yang-2016-hierarchical-attention-networks-document-classification/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Zichao Yang, Diyi Yang, Chris Dyer, et al.*2016 · 5,436 citations*
2. [**Embedding Entities and Relations for Learning and Inference in Knowledge Bases arXiv:1412.6575**Bishan Yang, Wen-tau Yih, Xiaodong He, et al.*2014 · 2,370 citations*](https://md.research.elamur.ai/free/en/papers/yang-2014-embedding-entities-relations-learning-inference/)
3. **[Stacked Attention Networks for Image Question Answering](https://md.research.elamur.ai/free/en/papers/yang-2015-stacked-attention-networks-image-question/) [IEEE Computer Society Conference on Computer Vision and Pattern Recognition](https://md.research.elamur.ai/free/en/venues/ieee-computer-society-conference-on-computer-vision-and-pattern-recognition/)**Zichao Yang, Xiaodong He, Jianfeng Gao, et al.*2015 · 2,157 citations*
4. **[From Captions to Visual Concepts and Back ↗](https://arxiv.org/abs/1411.4952) arXiv:1411.4952 · no summary yet**Hao Fang et al.*2014 · 1,450 citations*
5. **[A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories ↗](https://aclanthology.org/N16-1098/) Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Nasrin Mostafazadeh et al.*2016 · 1,116 citations*
6. **[Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base](https://md.research.elamur.ai/free/en/papers/yih-2015-semantic-parsing-staged-query-graph/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wen-tau Yih, Ming-Wei Chang, Xiaodong He, et al.*2015 · 966 citations*
7. **[Domain Adaptation via Pseudo In-Domain Data Selection](https://md.research.elamur.ai/free/en/papers/axelrod-2011-domain-adaptation-pseudo-domain-data/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Amittai Axelrod, Xiaodong He, Jianfeng Gao*2011 · 775 citations*
8. **[End-to-End Structure-Aware Convolutional Networks for Knowledge Base Completion ↗](https://doi.org/10.1609/aaai.v33i01.33013060) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Chao Shang et al.*2019 · 745 citations*
9. **[Deep Learning with Low Precision by Half-Wave Gaussian Quantization ↗](https://doi.org/10.1109/cvpr.2017.574) 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**Zhaowei Cai et al.*2017 · 506 citations*
10. **[Semantic Compositional Networks for Visual Captioning ↗](https://doi.org/10.1109/cvpr.2017.127) 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**Zhe Gan et al.*2017 · 493 citations*
11. **[Semantic Parsing for Single-Relation Question Answering](https://md.research.elamur.ai/free/en/papers/yih-2014-semantic-parsing-single-relation-question/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Wen-tau Yih, Xiaodong He, Christopher Meek*2014 · 489 citations*
12. **[Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding ↗](https://doi.org/10.21437/interspeech.2013-596) Interspeech (USB) · no summary yet**Grégoire Mesnil et al.*2013 · 485 citations*
13. **[Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval](https://md.research.elamur.ai/free/en/papers/liu-2015-representation-learning-multi-task-deep/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Xiaodong Liu, Jianfeng Gao, Xiaodong He, et al.*2015 · 471 citations*
14. **[Deep Communicating Agents for Abstractive Summarization](https://md.research.elamur.ai/free/en/papers/celikyilmaz-2018-deep-communicating-agents-abstractive-summarization/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, et al.*2018 · 440 citations*
15. **[Visual Storytelling](https://md.research.elamur.ai/free/en/papers/huang-2016-visual-storytelling/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Ting-Hao Kenneth Huang, Francis Ferraro, Nasrin Mostafazadeh, et al.*2016 · 356 citations*
16. **[Generating Natural Questions About an Image](https://md.research.elamur.ai/free/en/papers/mostafazadeh-2016-generating-natural-questions-about-image/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, et al.*2016 · 343 citations*
17. **[Object-Driven Text-To-Image Synthesis via Adversarial Training ↗](https://doi.org/10.1109/cvpr.2019.01245) 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**Wenbo Li et al.*2019 · 337 citations*
18. **[StyleNet: Generating Attractive Visual Captions with Styles ↗](https://doi.org/10.1109/cvpr.2017.108) 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**Chuang Gan et al.*2017 · 324 citations*
19. **[Deep Reinforcement Learning with a Natural Language Action Space ↗](https://aclanthology.org/P16-1153/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Ji He et al.*2016 · 223 citations*
20. **[Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs ↗](https://aclanthology.org/P19-1260/) Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yet**Ming 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 ↗](https://aclanthology.org/2020.findings-emnlp.141/) Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yet**Ruosong Yang et al.*2020 · 182 citations*
22. **[Natural Language to Structured Query Generation via Meta-Learning ↗](https://aclanthology.org/N18-2115/) 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 yet**Po-Sen Huang et al.*2018 · 149 citations*
23. **[Character-Level Question Answering with Attention ↗](https://aclanthology.org/D16-1166/) Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yet**Xiaodong He, David Golub*2016 · 136 citations*
24. **[Learning Generic Sentence Representations Using Convolutional Neural Networks ↗](https://aclanthology.org/D17-1254/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**Zhe Gan et al.*2017 · 118 citations*
25. **[Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding ↗](https://aclanthology.org/2020.acl-main.241/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Yun Tang et al.*2020 · 116 citations*
26. **[Discourse-Aware Neural Rewards for Coherent Text Generation ↗](https://aclanthology.org/N18-1016/) 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 yet**Antoine Bosselut et al.*2018 · 111 citations*
27. **[Keywords-Guided Abstractive Sentence Summarization ↗](https://doi.org/10.1609/aaai.v34i05.6333) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Haoran Li et al.*2020 · 107 citations*
28. **[Maximum Expected BLEU Training of Phrase and Lexicon Translation Models ↗](https://aclanthology.org/P12-1031/) Proceedings of the 50th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Xiaodong He, Li Deng*2012 · 97 citations*
29. **[Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products ↗](https://doi.org/10.1609/aaai.v34i05.6332) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Haoran Li et al.*2020 · 94 citations*
30. **[Self-Attention Guided Copy Mechanism for Abstractive Summarization ↗](https://aclanthology.org/2020.acl-main.125/) Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yet**Song Xu et al.*2020 · 91 citations*
31. **[RevCore: Review-Augmented Conversational Recommendation ↗](https://aclanthology.org/2021.findings-acl.99/) Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · no summary yet**Yu Lu et al.*2021 · 90 citations*
32. **[Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension ↗](https://aclanthology.org/D17-1087/) Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing · no summary yet**David Golub et al.*2017 · 71 citations*
33. **[Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads ↗](https://aclanthology.org/D16-1189/) Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yet**Ji He et al.*2016 · 66 citations*
34. **[Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product ↗](https://aclanthology.org/2020.emnlp-main.166/) Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yet**Tiangang Zhu et al.*2020 · 63 citations*
35. **[Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification ↗](https://aclanthology.org/2021.naacl-main.229/) Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Xiaochen Hou et al.*2021 · 62 citations*
36. **[Deep Reinforcement Learning for NLP ↗](https://aclanthology.org/P18-5007/) Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts · no summary yet**William Yang Wang, Jiwei Li, Xiaodong He*2018 · 59 citations*
37. **[Beyond Token Length: Step Pruner for Efficient and Accurate Reasoning in Large Language Models](https://md.research.elamur.ai/free/en/papers/wu-2026-beyond-token-length-step-pruner/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Canhui Wu, Qiong Cao, Chang Li, et al.*2026 · 2 citations*