Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks

15 August 2016

Yossi Adi

Papers citing "Fine-grained Analysis of Sentence Embeddings Using Auxiliary Prediction Tasks"

22 / 122 papers shown

Title
To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks Matthew E. Peters Sebastian Ruder Noah A. Smith 21 433 0 14 Mar 2019
Still a Pain in the Neck: Evaluating Text Representations on Lexical Composition Vered Shwartz Ido Dagan CoGe 21 78 0 27 Feb 2019
No Training Required: Exploring Random Encoders for Sentence Classification John Wieting Douwe Kiela 6 98 0 29 Jan 2019
Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments Alex Warstadt Samuel R. Bowman 19 23 0 11 Jan 2019
To Reverse the Gradient or Not: An Empirical Comparison of Adversarial and Multi-task Learning in Speech Recognition Yossi Adi Neil Zeghidour R. Collobert Nicolas Usunier Vitaliy Liptchinsky Gabriel Synnaeve 29 39 0 09 Dec 2018
The Best of Both Worlds: Lexical Resources To Improve Low-Resource Part-of-Speech Tagging Barbara Plank Sigrid Klerke Zeljko Agic NAI 49 4 0 21 Nov 2018
Generating Multiple Diverse Responses for Short-Text Conversation Jun Gao Wei Bi Xiaojiang Liu Junhui Li Shuming Shi 27 56 0 14 Nov 2018
Identifying and Controlling Important Neurons in Neural Machine Translation A. Bau Yonatan Belinkov Hassan Sajjad Nadir Durrani Fahim Dalvi James R. Glass MILM 18 180 0 03 Nov 2018
Language Modeling Teaches You More Syntax than Translation Does: Lessons Learned Through Auxiliary Task Analysis Kelly W. Zhang Samuel R. Bowman 24 70 0 26 Sep 2018
Assessing Composition in Sentence Vector Representations Allyson Ettinger Ahmed Elgohary C. Phillips Philip Resnik CoGe 20 78 0 11 Sep 2018
82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models Aaron Smith Bernd Bohnet Miryam de Lhoneux Joakim Nivre Yan Shao Sara Stymne 25 67 0 06 Sep 2018
Neural Network Acceptability Judgments Alex Warstadt Amanpreet Singh Samuel R. Bowman 38 1,371 0 31 May 2018
Sharp Nearby, Fuzzy Far Away: How Neural Language Models Use Context Urvashi Khandelwal He He Peng Qi Dan Jurafsky RALM 14 293 0 12 May 2018
Learning General Purpose Distributed Sentence Representations via Large Scale Multi-task Learning Sandeep Subramanian Adam Trischler Yoshua Bengio C. Pal SSL 27 328 0 30 Mar 2018
Colorless green recurrent networks dream hierarchically Kristina Gulordava Piotr Bojanowski Edouard Grave Tal Linzen Marco Baroni 20 502 0 29 Mar 2018
SentEval: An Evaluation Toolkit for Universal Sentence Representations Alexis Conneau Douwe Kiela 37 630 0 14 Mar 2018
Visualisation and 'diagnostic classifiers' reveal how recurrent and recursive neural networks process hierarchical structure Dieuwke Hupkes Sara Veldhoen Willem H. Zuidema 24 274 0 28 Nov 2017
What do Neural Machine Translation Models Learn about Morphology? Yonatan Belinkov Nadir Durrani Fahim Dalvi Hassan Sajjad James R. Glass 58 410 0 11 Apr 2017
Representations of language in a model of visually grounded speech signal Grzegorz Chrupała Lieke Gelderloos A. Alishahi 38 131 0 07 Feb 2017
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 36 2,711 0 26 Sep 2016
Representation of linguistic form and function in recurrent neural networks Ákos Kádár Grzegorz Chrupała A. Alishahi 27 162 0 29 Feb 2016
Improving neural networks by preventing co-adaptation of feature detectors Geoffrey E. Hinton Nitish Srivastava A. Krizhevsky Ilya Sutskever Ruslan Salakhutdinov VLM 266 7,636 0 03 Jul 2012