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Understanding Hard Negatives in Noise Contrastive Estimation


Apr 13, 2021
Wenzheng Zhang, Karl Stratos

* NAACL 2021 

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Fast and Effective Biomedical Entity Linking Using a Dual Encoder


Mar 08, 2021
Rajarshi Bhowmik, Karl Stratos, Gerard de Melo


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Generating (Formulaic) Text by Splicing Together Nearest Neighbors


Jan 29, 2021
Sam Wiseman, Arturs Backurs, Karl Stratos


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kōan: A Corrected CBOW Implementation


Dec 30, 2020
Ozan İrsoy, Adrian Benton, Karl Stratos


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Unsupervised Label Refinement Improves Dataless Text Classification


Dec 08, 2020
Zewei Chu, Karl Stratos, Kevin Gimpel


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Mining Knowledge for Natural Language Inference from Wikipedia Categories


Oct 03, 2020
Mingda Chen, Zewei Chu, Karl Stratos, Kevin Gimpel

* Findings of EMNLP 2020 

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Natcat: Weakly Supervised Text Classification with Naturally Annotated Datasets


Sep 29, 2020
Zewei Chu, Karl Stratos, Kevin Gimpel


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Discrete Latent Variable Representations for Low-Resource Text Classification


Jun 11, 2020
Shuning Jin, Sam Wiseman, Karl Stratos, Karen Livescu

* ACL 2020 

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Learning Discrete Structured Representations by Adversarially Maximizing Mutual Information


Apr 08, 2020
Karl Stratos, Sam Wiseman


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EntEval: A Holistic Evaluation Benchmark for Entity Representations


Aug 31, 2019
Mingda Chen, Zewei Chu, Yang Chen, Karl Stratos, Kevin Gimpel

* EMNLP 2019 

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Label-Agnostic Sequence Labeling by Copying Nearest Neighbors


Jun 10, 2019
Sam Wiseman, Karl Stratos

* ACL 2019 

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Formal Limitations on the Measurement of Mutual Information


Nov 13, 2018
David McAllester, Karl Stratos


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Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction


Oct 30, 2018
Karl Stratos


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OneNet: Joint Domain, Intent, Slot Prediction for Spoken Language Understanding


Jan 16, 2018
Young-Bum Kim, Sungjin Lee, Karl Stratos

* 5 pages conference paper accepted to IEEE ASRU 2017. Will be published in December 2017 

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Reconstruction of Word Embeddings from Sub-Word Parameters


Jul 21, 2017
Karl Stratos

* EMNLP 2017, Workshop on Subword and Character Level Models in NLP 

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Entity Identification as Multitasking


Jul 21, 2017
Karl Stratos

* EMNLP 2017, Workshop on Structured Prediction for NLP 

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A Sub-Character Architecture for Korean Language Processing


Jul 21, 2017
Karl Stratos

* EMNLP 2017 

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