🧑‍🔬 Bing Xiang — all works

33 works · ← Bing Xiang

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. 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
4. 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
5. OCGAN: One-Class Novelty Detection Using GANs With Constrained Latent Representations ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetPramuditha Perera, Ramesh M. Nallapati, Bing Xiang2019 · 586 citations
6. 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
7. Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP)Zhiguo Wang, Patrick Ng, Xiaofei Ma, et al.2019 · 303 citations
8. 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
9. Combining Outputs from Multiple Machine Translation SystemsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Antti-Veikko Rosti, Necip Fazil Ayan, Bing Xiang, et al.2007 · 240 citations
10. Supporting Clustering with Contrastive LearningConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Dejiao Zhang, Feng Nan, Xiaokai Wei, et al.2021 · 239 citations
11. Entity-level Factual Consistency of Abstractive Text SummarizationConference of the European Chapter of the Association for Computational Linguistics (EACL)Feng Nan, Ramesh Nallapati, Zhiguo Wang, et al.2021 · 207 citations
12. Topic Modeling with Wasserstein Autoencoders ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetFeng Nan et al.2019 · 171 citations
13. 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
14. 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
15. Improving Factual Consistency of Abstractive Summarization via Question AnsweringAnnual Meeting of the Association for Computational Linguistics (ACL)Feng Nan, Cicero Nogueira dos Santos, Henghui Zhu, et al.2021 · 129 citations
16. Improve Transformer Models with Better Relative Position Embeddings ↗Findings of the Association for Computational Linguistics: EMNLP 2020 · no summary yetZhiheng Huang et al.2020 · 129 citations
17. Domain Adaptation with BERT-based Domain Classification and Data Selection ↗Proceedings of the 2nd Workshop on Deep Learning Approaches for Low-Resource NLP (DeepLo 2019) · no summary yetXiaofei Ma et al.2019 · 122 citations
18. End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetSiamak Shakeri et al.2020 · 120 citations
19. Learning Contextual Representations for Semantic Parsing with Generation-Augmented Pre-Training ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetPeng Shi et al.2021 · 114 citations
20. Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetAlexander Fabbri et al.2020 · 110 citations
21. Coherence-Aware Neural Topic Modeling ↗Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing · no summary yetRan Ding, Ramesh Nallapati, Bing Xiang2018 · 106 citations
22. Augmented Natural Language for Generative Sequence Labeling ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetBen Athiwaratkun et al.2020 · 92 citations
23. Multi-lingual Evaluation of Code Generation Models ↗arXiv:2210.14868 · no summary yetBen Athiwaratkun et al.2022 · 86 citations
24. Neural Coreference Resolution with Deep Biaffine Attention by Joint Mention Detection and Mention ClusteringAnnual Meeting of the Association for Computational Linguistics (ACL)Rui Zhang, Cícero Nogueira dos Santos, Michihiro Yasunaga, et al.2018 · 84 citations
25. ReCode: Robustness Evaluation of Code Generation Models ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetShiqi Wang et al.2023 · 68 citations
26. CoCoMIC: Code Completion by Jointly Modeling In-file and Cross-file ContextLanguage Resources and Evaluation Conference (LREC)Yangruibo Ding, Zijian Wang, Wasi Ahmad, et al.2024 · 45 citations
27. DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetZheng Li et al.2022 · 34 citations
28. 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
29. Exploring Continual Learning for Code Generation Models ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers) · no summary yetPrateek Yadav et al.2023 · 26 citations
30. 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
31. Improving Reordering for Statistical Machine Translation with Smoothed Priors and Syntactic Features ↗Proceedings of Fifth Workshop on Syntax, Semantics and Structure in Statistical Translation · no summary yetBing Xiang, Niyu Ge, Abraham Ittycheriah2011 · 14 citations
32. Code Representation Learning At Scale ↗arXiv (Cornell University) · no summary yetDejiao Zhang et al.2024 · 13 citations
33. Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetAlexander Hanbo Li et al.2023 · 4 citations

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