Sam Wiseman

Most-cited papers

Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb +446 more
2022arXiv.org2,702 citations
Semantic Scholar
Challenges in Data-to-Document Generation
Sam Wiseman, S. Shieber, Alexander M. Rush
2017Conference on Empirical Methods in Natural Language Processing676 citations Open access
Semantic Scholar
Sequence-to-Sequence Learning as Beam-Search Optimization
Sam Wiseman, Alexander M. Rush
2016Conference on Empirical Methods in Natural Language Processing637 citations Open access
Semantic Scholar
Semi-Amortized Variational Autoencoders
Yoon Kim, Sam Wiseman, Andrew C. Miller, D. Sontag +1 more
2018International Conference on Machine Learning273 citations
Semantic Scholar
Learning Neural Templates for Text Generation
Sam Wiseman, S. Shieber, Alexander M. Rush
2018Conference on Empirical Methods in Natural Language Processing210 citations Open access
Semantic Scholar
Learning Global Features for Coreference Resolution
Sam Wiseman, Alexander M. Rush, S. Shieber
2016North American Chapter of the Association for Computational Linguistics202 citations Open access
Semantic Scholar
Learning Anaphoricity and Antecedent Ranking Features for Coreference Resolution
Sam Wiseman, Alexander M. Rush, S. Shieber, J. Weston
2015Annual Meeting of the Association for Computational Linguistics169 citations Open access
Semantic Scholar
Controllable Paraphrase Generation with a Syntactic Exemplar
Mingda Chen, Qingming Tang, Sam Wiseman, Kevin Gimpel
2019Annual Meeting of the Association for Computational Linguistics117 citations Open access
Semantic Scholar
Chess as a Testbed for Language Model State Tracking
Shubham Toshniwal, Sam Wiseman, K. Livescu, Kevin Gimpel
2021AAAI Conference on Artificial Intelligence100 citations Open access
Semantic Scholar
A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations
Mingda Chen, Qingming Tang, Sam Wiseman, Kevin Gimpel
2019North American Chapter of the Association for Computational Linguistics90 citations Open access
Semantic Scholar
Label-Agnostic Sequence Labeling by Copying Nearest Neighbors
Sam Wiseman, K. Stratos
2019Annual Meeting of the Association for Computational Linguistics70 citations Open access
Semantic Scholar
Learning to Ignore: Long Document Coreference with Bounded Memory Neural Networks
Shubham Toshniwal, Sam Wiseman, Allyson Ettinger, K. Livescu +1 more
2020Conference on Empirical Methods in Natural Language Processing60 citations Open access
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ENGINE: Energy-Based Inference Networks for Non-Autoregressive Machine Translation
Lifu Tu, Richard Yuanzhe Pang, Sam Wiseman, Kevin Gimpel
2020Annual Meeting of the Association for Computational Linguistics60 citations Open access
Semantic Scholar
A Tutorial on Deep Latent Variable Models of Natural Language
Yoon Kim, Sam Wiseman, Alexander M. Rush
2018arXiv.org46 citations
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On Generalization in Coreference Resolution
Shubham Toshniwal, Patrick Xia, Sam Wiseman, K. Livescu +1 more
2021CRAC44 citations Open access
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WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections
Mingda Chen, Sam Wiseman, Kevin Gimpel
2020Findings38 citations Open access
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Discrete Latent Variable Representations for Low-Resource Text Classification
Shuning Jin, Sam Wiseman, K. Stratos, K. Livescu
2020Annual Meeting of the Association for Computational Linguistics18 citations Open access
Semantic Scholar
Entity Tracking Improves Cloze-style Reading Comprehension
Luong Hoang, Sam Wiseman, Alexander M. Rush
2018Conference on Empirical Methods in Natural Language Processing15 citations Open access
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Amortized Bethe Free Energy Minimization for Learning MRFs
Sam Wiseman, Yoon Kim
2019Neural Information Processing Systems13 citations
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Learning Chess Blindfolded: Evaluating Language Models on State Tracking
Shubham Toshniwal, Sam Wiseman, K. Livescu, Kevin Gimpel
2021arXiv.org12 citations
Semantic Scholar
Data-to-text Generation by Splicing Together Nearest Neighbors
Sam Wiseman, A. Backurs, K. Stratos
2021Conference on Empirical Methods in Natural Language Processing10 citations Open access
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Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information
K. Stratos, Sam Wiseman
2020International Conference on Machine Learning10 citations
Semantic Scholar
Discriminatively Reranking Abductive Proofs for Plan Recognition
Sam Wiseman, S. Shieber
2014International Conference on Automated Planning and Scheduling10 citations Open access
Semantic Scholar
Training Language Models Using Target-Propagation
Sam Wiseman, S. Chopra, M. Ranzato, A. Szlam +3 more
2017arXiv.org9 citations
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BM25 Query Augmentation Learned End-to-End
Xiaoyin Chen, Sam Wiseman
2023arXiv.org8 citations Open access
Semantic Scholar
Deep Latent Variable Models of Natural Language
Alexander M. Rush, Yoon Kim, Sam Wiseman
2018Conference on Empirical Methods in Natural Language Processing7 citations
Semantic Scholar
Controllable Paraphrasing and Translation with a Syntactic Exemplar
Mingda Chen, Sam Wiseman, Kevin Gimpel
2020arXiv.org4 citations
Semantic Scholar
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts
André F. T. Martins, Tsvetomila Mihaylova, Nikita Nangia, Vlad Niculae +496 more
20194 citations Open access
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Approximating CKY with Transformers
Ghazal Khalighinejad, Ollie Liu, Sam Wiseman
2023Conference on Empirical Methods in Natural Language Processing3 citations Open access
Semantic Scholar
Proceedings of the 5th Workshop on Structured Prediction for NLP (SPNLP 2021)
Zornitsa Kozareva, Sujith Ravi, Slicex Ai, Priyanka Agrawal +496 more
20213 citations Open access
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Antecedent Prediction Without a Pipeline
Sam Wiseman, Alexander M. Rush, S. Shieber
2016CORBON@HLT-NAACL2 citations Open access
Semantic Scholar
The Mechanical Bard: An Interpretable Machine Learning Approach to Shakespearean Sonnet Generation
Edwin Agnew, Michelle Qiu, Lily Zhu, Sam Wiseman +1 more
2023Annual Meeting of the Association for Computational Linguistics1 citations Open access
Semantic Scholar
Baked-in State Probing
Shubham Toshniwal, Sam Wiseman, K. Livescu, Kevin Gimpel
2022Conference on Empirical Methods in Natural Language Processing1 citations Open access
Semantic Scholar
Generating (Formulaic) Text by Splicing Together Nearest Neighbors
Sam Wiseman, A. Backurs, K. Stratos
2021arXiv.org1 citations
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Generating Wikipedia Article Sections from Diverse Data Sources
Mingda Chen, Sam Wiseman, Kevin Gimpel
2020arXiv.org1 citations
Semantic Scholar
Exemplar-Controllable Paraphrasing and Translation using Bitext
Mingda Chen, Sam Wiseman, Kevin Gimpel
20201 citations
Semantic Scholar
Learning Deep Latent-variable MRFs with Amortized Bethe Free Energy Minimization
Sam Wiseman
2019DGS@ICLR0 citations
Semantic Scholar