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Relevance-guided Supervision for OpenQA with ColBERT

Jul 01, 2020
Omar Khattab, Christopher Potts, Matei Zaharia


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Modeling subjective assessments of guilt in newspaper crime narratives

Jun 17, 2020
Elisa Kreiss, Zijian Wang, Christopher Potts


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Relational reasoning and generalization using non-symbolic neural networks

Jun 16, 2020
Atticus Geiger, Alexandra Carstensen, Michael C. Frank, Christopher Potts


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Use of Machine Translation to Obtain Labeled Datasets for Resource-Constrained Languages

May 01, 2020
Emrah Budur, Rıza Özçelik, Tunga Güngör, Christopher Potts

* Fixed the rendering problem of the Turkish characters (e.g. Table 2) 

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Modular Representation Underlies Systematic Generalization in Neural Natural Language Inference Models

Apr 30, 2020
Atticus Geiger, Kyle Richardson, Christopher Potts


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Pragmatic Issue-Sensitive Image Captioning

Apr 29, 2020
Allen Nie, Reuben Cohn-Gordon, Christopher Potts


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Communication-based Evaluation for Natural Language Generation

Oct 11, 2019
Benjamin Newman, Reuben Cohn-Gordon, Christopher Potts

* 11 pages, 2 figures, SCiL, camera-ready - clarified certain points, updated acknowledgements 

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TalkDown: A Corpus for Condescension Detection in Context

Sep 25, 2019
Zijian Wang, Christopher Potts

* To appear at EMNLP-IJCNLP 2019 

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Modeling Drug-Disease Relations with Linguistic and Knowledge Graph Constraints

Mar 31, 2019
Bruno Godefroy, Christopher Potts


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Effective Feature Representation for Clinical Text Concept Extraction

Oct 31, 2018
Yifeng Tao, Bruno Godefroy, Guillaume Genthial, Christopher Potts


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Stress-Testing Neural Models of Natural Language Inference with Multiply-Quantified Sentences

Oct 30, 2018
Atticus Geiger, Ignacio Cases, Lauri Karttunen, Christopher Potts


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An Incremental Iterated Response Model of Pragmatics

Oct 19, 2018
Reuben Cohn-Gordon, Noah D. Goodman, Christopher Potts

* Camera-Ready Version 

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A case for deep learning in semantics

Sep 10, 2018
Christopher Potts

* Commentary on Pater 2018, 'Generative linguistics and neural networks at 60: foundation, friction, and fusion', to appear in Language 

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Representing Social Media Users for Sarcasm Detection

Aug 25, 2018
Y. Alex Kolchinski, Christopher Potts

* To appear in EMNLP 2018 

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Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations

Jun 16, 2018
Benjamin J. Lengerich, Andrew L. Maas, Christopher Potts

* COLING 2018 

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Generating Bilingual Pragmatic Color References

May 19, 2018
Will Monroe, Jennifer Hu, Andrew Jong, Christopher Potts

* 11 pages including appendices, 7 figures, 3 tables. NAACL-HLT 2018 

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Pragmatically Informative Image Captioning with Character-Level Inference

May 10, 2018
Reuben Cohn-Gordon, Noah Goodman, Christopher Potts

* NAACL Paper, 5 pages 

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Mittens: An Extension of GloVe for Learning Domain-Specialized Representations

Mar 27, 2018
Nicholas Dingwall, Christopher Potts

* NAACL 2018 

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On the Effective Use of Pretraining for Natural Language Inference

Oct 05, 2017
Ignacio Cases, Minh-Thang Luong, Christopher Potts

* This manuscript dates from late Winter 2016 

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Colors in Context: A Pragmatic Neural Model for Grounded Language Understanding

May 16, 2017
Will Monroe, Robert X. D. Hawkins, Noah D. Goodman, Christopher Potts

* 14 pages, 3 tables, 6 figures. TACL 

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Learning to Generate Compositional Color Descriptions

Oct 18, 2016
Will Monroe, Noah D. Goodman, Christopher Potts

* 6 pages, 4 figures, 3 tables. EMNLP 2016 

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A Fast Unified Model for Parsing and Sentence Understanding

Jul 29, 2016
Samuel R. Bowman, Jon Gauthier, Abhinav Rastogi, Raghav Gupta, Christopher D. Manning, Christopher Potts

* To appear at ACL 2016 

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Tree-structured composition in neural networks without tree-structured architectures

Nov 09, 2015
Samuel R. Bowman, Christopher D. Manning, Christopher Potts

* To appear in the proceedings of the 2015 NIPS Workshop on Cognitive Computation: Integrating Neural and Symbolic Approaches 

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Learning in the Rational Speech Acts Model

Oct 23, 2015
Will Monroe, Christopher Potts

* 12 pages, 3 figures, 1 table. Preprint for Amsterdam Colloquium 

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A large annotated corpus for learning natural language inference

Aug 21, 2015
Samuel R. Bowman, Gabor Angeli, Christopher Potts, Christopher D. Manning

* To appear at EMNLP 2015. The data will be posted shortly before the conference (the week of 14 Sep) at http://nlp.stanford.edu/projects/snli/ 

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Text to 3D Scene Generation with Rich Lexical Grounding

Jun 05, 2015
Angel Chang, Will Monroe, Manolis Savva, Christopher Potts, Christopher D. Manning

* 10 pages, 7 figures, 3 tables. To appear in ACL-IJCNLP 2015 

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Recursive Neural Networks Can Learn Logical Semantics

May 14, 2015
Samuel R. Bowman, Christopher Potts, Christopher D. Manning


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