🧑‍🔬 Bowen Zhou — all works

35 works · ← Bowen Zhou

1. Abstractive Text Summarization using Sequence-to-sequence RNNs and BeyondConference on Computational Natural Language Learning (CoNLL)Ramesh Nallapati, Bowen Zhou, Cicero dos Santos, et al.2016 · 3,260 citations
2. A Structured Self-attentive Sentence EmbeddingarXiv:1703.03130Zhouhan Lin, Minwei Feng, Cicero Nogueira dos Santos, et al.2017 · 1,797 citations
3. SummaRuNNer: A Recurrent Neural Network based Sequence Model for Extractive Summarization of DocumentsProceedings of the AAAI Conference on Artificial IntelligenceRamesh Nallapati, Feifei Zhai, Bowen Zhou2016 · 1,575 citations
4. ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence PairsTransactions of the Association for Computational Linguistics (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 ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChao Shang et al.2019 · 745 citations
6. Pointing the Unknown WordsAnnual Meeting of the Association for Computational Linguistics (ACL)Caglar Gulcehre, Sungjin Ahn, Ramesh Nallapati, et al.2016 · 651 citations
7. Classifying Relations by Ranking with Convolutional Neural NetworksAnnual Meeting of the Association for Computational Linguistics (ACL)Cícero dos Santos, Bing Xiang, Bowen Zhou2015 · 616 citations
8. Enhancing Chat Language Models by Scaling High-quality Instructional ConversationsarXiv:2305.14233Ning Ding, Yulin Chen, Bokai Xu, et al.2023 · 402 citations
9. Improved Neural Relation Detection for Knowledge Base Question Answering ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMo Yu et al.2017 · 385 citations
10. Improved Representation Learning for Question Answer Matching ↗Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMing Tan et al.2016 · 299 citations
11. Diverse Few-Shot Text Classification with Multiple MetricsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Mo Yu, Xiaoxiao Guo, Jinfeng Yi, et al.2018 · 291 citations
12. Multiresolution Recurrent Neural Networks: An Application to Dialogue Response Generation ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetIulian Vlad Serban et al.2017 · 229 citations
13. 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
14. Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling ↗Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing · no summary yetGakuto Kurata et al.2016 · 149 citations
15. Improved Neural Network-based Multi-label Classification with Better Initialization Leveraging Label Co-occurrence ↗Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetGakuto Kurata, Bing Xiang, Bowen Zhou2016 · 138 citations
16. 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
17. Sparse Low-rank Adaptation of Pre-trained Language Models ↗Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing · no summary yetNing Ding et al.2023 · 109 citations
18. Advancing LLM Reasoning Generalists with Preference Trees ↗arXiv:2404.02078 · no summary yetLifan Yuan et al.2024 · 94 citations
19. 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
20. 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
21. 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
22. 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
23. Soft Syntactic Constraints for Hierarchical Phrase-Based Translation Using Latent Syntactic Distributions ↗Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing · no summary yetZhongqiang Huang, Martin Čmejrek, Bowen Zhou2010 · 49 citations
24. Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time ScalingarXiv:2502.06703Runze Liu, Junqi Gao, Jian Zhao, et al.2025 · 41 citations
25. Many Heads Are Better Than One: Improved Scientific Idea Generation by A LLM-Based Multi-Agent SystemAnnual Meeting of the Association for Computational Linguistics (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 ↗Proceedings of the ACL-08: HLT Second Workshop on Syntax and Structure in Statistical Translation (SSST-2) · no summary yetBowen Zhou et al.2008 · 28 citations
27. From AI for Science to Agentic Science: A Survey on Autonomous Scientific Discovery ↗arXiv:2508.14111 · no summary yetJiaqi Wei et al.2025 · 19 citations
28. Large Language Models as Biomedical Hypothesis Generators: A Comprehensive EvaluationarXiv:2407.08940Biqing Qi, Kaiyan Zhang, Kai Tian, et al.2024 · 19 citations
29. Enriching SCFG rules directly from efficient bilingual chart parsing ↗Proceedings of the 6th International Workshop on Spoken Language Translation: Papers · no summary yetMartin Čmejrek, Bowen Zhou, Bing Xiang2009 · 19 citations
30. Flexible and Efficient Hypergraph Interactions for Joint Hierarchical and Forest-to-String Decoding ↗Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing · no summary yetMartin Čmejrek, Haitao Mi, Bowen Zhou2013 · 12 citations
31. ReviewRL: Towards Automated Scientific Review with RLConference on Empirical Methods in Natural Language Processing (EMNLP)Sihang Zeng, Kai Tian, Kaiyan Zhang, et al.2025 · 9 citations
32. Automating Exploratory Proteomics Research via Language Models ↗arXiv:2411.03743 · no summary yetNing Ding et al.2024 · 6 citations
33. Intern-S1-Pro: Scientific Multimodal Foundation Model at Trillion ScalearXiv:2603.25040Yicheng Zou, Dongsheng Zhu, Lin Zhu, et al.2026 · 3 citations
34. V-GameGym: Visual Game Generation for Code Large Language ModelsFindings of the Association for Computational LinguisticsWei Zhang, Jian Yang, Renshuai Tao, et al.2026 · 1 citation
35. What is Hidden among Translation Rules ↗Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing · no summary yetLibin Shen, Bowen Zhou2013

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