---
title: "Bowen Zhou — all works — Elamur Research"
description: "All 35 works of Bowen Zhou 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/bowen-zhou/works/"
---
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# Bowen Zhou — all works

35 works · [← Bowen Zhou](https://md.research.elamur.ai/free/en/authors/bowen-zhou/)

1. **[Abstractive Text Summarization using Sequence-to-sequence RNNs and Beyond](https://md.research.elamur.ai/free/en/papers/nallapati-2016-abstractive-text-summarization-sequence-sequence/) [Conference on Computational Natural Language Learning (CoNLL)](https://md.research.elamur.ai/free/en/venues/conll/)**Ramesh Nallapati, Bowen Zhou, Cicero dos Santos, et al.*2016 · 3,260 citations*
2. [**A Structured Self-attentive Sentence Embedding arXiv:1703.03130**Zhouhan Lin, Minwei Feng, Cicero Nogueira dos Santos, et al.*2017 · 1,797 citations*](https://md.research.elamur.ai/free/en/papers/lin-2017-structured-self-attentive-sentence-embedding/)
3. **[SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of Documents](https://md.research.elamur.ai/free/en/papers/nallapati-2016-summarunner-recurrent-neural-network-based/) [Proceedings of the AAAI Conference on Artificial Intelligence](https://md.research.elamur.ai/free/en/venues/proceedings-of-the-aaai-conference-on-artificial-intelligence/)**Ramesh Nallapati, Feifei Zhai, Bowen Zhou*2016 · 1,575 citations*
4. **[ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs](https://md.research.elamur.ai/free/en/papers/yin-2016-abcnn-attention-based-convolutional-neural/) [Transactions of the Association for Computational Linguistics (TACL)](https://md.research.elamur.ai/free/en/venues/tacl/)**Wenpeng Yin, Hinrich Schütze, Bing Xiang, et al.*2016 · 1,055 citations*
5. **[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*
6. **[Pointing the Unknown Words](https://md.research.elamur.ai/free/en/papers/gulcehre-2016-pointing-unknown-words/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Caglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, et al.*2016 · 651 citations*
7. **[Classifying Relations by Ranking with Convolutional Neural Networks](https://md.research.elamur.ai/free/en/papers/santos-2015-classifying-relations-ranking-convolutional-neural/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Cícero dos Santos, Bing Xiang, Bowen Zhou*2015 · 616 citations*
8. [**Enhancing Chat Language Models by Scaling High-quality Instructional Conversations arXiv:2305.14233**Ning Ding, Yulin Chen, Bokai Xu, et al.*2023 · 402 citations*](https://md.research.elamur.ai/free/en/papers/ding-2023-enhancing-chat-language-models-scaling/)
9. **[Improved Neural Relation Detection for Knowledge Base Question Answering ↗](https://aclanthology.org/P17-1053/) Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Mo Yu et al.*2017 · 385 citations*
10. **[Improved Representation Learning for Question Answer Matching ↗](https://aclanthology.org/P16-1044/) Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yet**Ming Tan et al.*2016 · 299 citations*
11. **[Diverse Few-Shot Text Classification with Multiple Metrics](https://md.research.elamur.ai/free/en/papers/yu-2018-diverse-few-shot-text-classification/) [Conference of the North American Chapter of the Association for Computational Linguistics (NAACL)](https://md.research.elamur.ai/free/en/venues/naacl/)**Mo Yu, Xiaoxiao Guo, Jinfeng Yi, et al.*2018 · 291 citations*
12. **[Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation ↗](https://doi.org/10.1609/aaai.v31i1.10984) Proceedings of the AAAI Conference on Artificial Intelligence · no summary yet**Iulian Vlad Serban et al.*2017 · 229 citations*
13. **[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*
14. **[Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling ↗](https://aclanthology.org/D16-1223/) Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yet**Gakuto Kurata et al.*2016 · 149 citations*
15. **[Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence ↗](https://aclanthology.org/N16-1063/) Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yet**Gakuto Kurata, Bing Xiang, Bowen Zhou*2016 · 138 citations*
16. **[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*
17. **[Sparse Low-rank Adaptation of Pre-trained Language Models ↗](https://aclanthology.org/2023.emnlp-main.252/) Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yet**Ning Ding et al.*2023 · 109 citations*
18. **[Advancing LLM Reasoning Generalists with Preference Trees ↗](https://arxiv.org/abs/2404.02078) arXiv:2404.02078 · no summary yet**Lifan Yuan et al.*2024 · 94 citations*
19. **[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*
20. **[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*
21. **[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*
22. **[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*
23. **[Soft Syntactic Constraints for Hierarchical Phrase-Based Translation Using Latent Syntactic Distributions ↗](https://aclanthology.org/D10-1014/) Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing · no summary yet**Zhongqiang Huang, Martin Čmejrek, Bowen Zhou*2010 · 49 citations*
24. [**Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling arXiv:2502.06703**Runze Liu, Junqi Gao, Jian Zhao, et al.*2025 · 41 citations*](https://md.research.elamur.ai/free/en/papers/liu-2025-1b-llm-surpass-405b-llm/)
25. **[Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent System](https://md.research.elamur.ai/free/en/papers/su-2025-many-heads-are-better-than/) [Annual Meeting of the Association for Computational Linguistics (ACL)](https://md.research.elamur.ai/free/en/venues/acl/)**Haoyang Su, Renqi Chen, Shixiang Tang, et al.*2025 · 40 citations*
26. **[Prior Derivation Models For Formally Syntax-Based Translation Using Linguistically Syntactic Parsing and Tree Kernels ↗](https://aclanthology.org/W08-0403/) Proceedings of the ACL-08: HLT Second Workshop on Syntax and Structure in Statistical Translation (SSST-2) · no summary yet**Bowen Zhou et al.*2008 · 28 citations*
27. **[From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery ↗](https://arxiv.org/abs/2508.14111) arXiv:2508.14111 · no summary yet**Jiaqi Wei et al.*2025 · 19 citations*
28. [**Large Language Models as Biomedical Hypothesis Generators: A Comprehensive Evaluation arXiv:2407.08940**Biqing Qi, Kaiyan Zhang, Kai Tian, et al.*2024 · 19 citations*](https://md.research.elamur.ai/free/en/papers/qi-2024-large-language-models-biomedical-hypothesis/)
29. **[Enriching SCFG rules directly from efficient bilingual chart parsing ↗](https://aclanthology.org/2009.iwslt-papers.2/) Proceedings of the 6th International Workshop on Spoken Language Translation: Papers · no summary yet**Martin Čmejrek, Bowen Zhou, Bing Xiang*2009 · 19 citations*
30. **[Flexible and Efficient Hypergraph Interactions for Joint Hierarchical and Forest-to-String Decoding ↗](https://aclanthology.org/D13-1052/) Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing · no summary yet**Martin Čmejrek, Haitao Mi, Bowen Zhou*2013 · 12 citations*
31. **[ReviewRL: Towards Automated Scientific Review with RL](https://md.research.elamur.ai/free/en/papers/zeng-2025-reviewrl-automated-scientific-review-rl/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Sihang Zeng, Kai Tian, Kaiyan Zhang, et al.*2025 · 9 citations*
32. **[Automating Exploratory Proteomics Research via Language Models ↗](https://arxiv.org/abs/2411.03743) arXiv:2411.03743 · no summary yet**Ning Ding et al.*2024 · 6 citations*
33. [**Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion Scale arXiv:2603.25040**Yicheng Zou, Dongsheng Zhu, Lin Zhu, et al.*2026 · 3 citations*](https://md.research.elamur.ai/free/en/papers/zou-2026-intern-s1-pro-scientific/)
34. **[V-GameGym: Visual Game Generation for Code Large Language Models](https://md.research.elamur.ai/free/en/papers/zhang-2026-v-gamegym-visual-game-generation/) [Findings of the Association for Computational Linguistics](https://md.research.elamur.ai/free/en/venues/findings/)**Wei Zhang, Jian Yang, Renshuai Tao, et al.*2026 · 1 citation*
35. **[What is Hidden among Translation Rules ↗](https://aclanthology.org/D13-1081/) Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing · no summary yet**Libin Shen, Bowen Zhou*2013*