What do you learn from context? Probing for sentence structure in contextualized word representations

15 May 2019

Berlin Chen

Papers citing "What do you learn from context? Probing for sentence structure in contextualized word representations"

32 / 532 papers shown

Title
On Identifiability in Transformers Gino Brunner Yang Liu Damian Pascual Oliver Richter Massimiliano Ciaramita Roger Wattenhofer ViT 27 186 0 12 Aug 2019
What BERT is not: Lessons from a new suite of psycholinguistic diagnostics for language models Allyson Ettinger 16 594 0 31 Jul 2019
Multi-Task Learning for Coherence Modeling Youmna Farag H. Yannakoudakis 14 25 0 04 Jul 2019
A Comparative Analysis of Knowledge-Intensive and Data-Intensive Semantic Parsers Junjie Cao Zi-yu Lin Weiwei SUN Xiaojun Wan 8 1 0 04 Jul 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 40 444 0 18 Jun 2019
What Does BERT Look At? An Analysis of BERT's Attention Kevin Clark Urvashi Khandelwal Omer Levy Christopher D. Manning MILM 60 1,580 0 11 Jun 2019
A Survey of Reinforcement Learning Informed by Natural Language Jelena Luketina Nantas Nardelli Gregory Farquhar Jakob N. Foerster Jacob Andreas Edward Grefenstette Shimon Whiteson Tim Rocktaschel LM&Ro KELM OffRL LRM 23 279 0 10 Jun 2019
Encouraging Paragraph Embeddings to Remember Sentence Identity Improves Classification Tu Vu Mohit Iyyer 22 2 0 09 Jun 2019
Probing for Semantic Classes: Diagnosing the Meaning Content of Word Embeddings Yadollah Yaghoobzadeh Katharina Kann Timothy J. Hazen Eneko Agirre Hinrich Schütze 13 37 0 09 Jun 2019
Visualizing and Measuring the Geometry of BERT Andy Coenen Emily Reif Ann Yuan Been Kim Adam Pearce F. Viégas Martin Wattenberg MILM 32 415 0 06 Jun 2019
Entity-Centric Contextual Affective Analysis Anjalie Field Yulia Tsvetkov 25 31 0 05 Jun 2019
Open Sesame: Getting Inside BERT's Linguistic Knowledge Yongjie Lin Y. Tan Robert Frank 10 296 0 04 Jun 2019
How multilingual is Multilingual BERT? Telmo Pires Eva Schlinger Dan Garrette LRM VLM 57 1,371 0 04 Jun 2019
Resolving Gendered Ambiguous Pronouns with BERT Kellie Webster Marta Recasens Ken Krige Vera Axelrod Denis Logvinenko Jason Baldridge 11 56 0 03 Jun 2019
Assessing the Ability of Self-Attention Networks to Learn Word Order Baosong Yang Longyue Wang Derek F. Wong Lidia S. Chao Zhaopeng Tu 11 31 0 03 Jun 2019
AMR Parsing as Sequence-to-Graph Transduction Sheng Zhang Xutai Ma Kevin Duh Benjamin Van Durme 28 148 0 21 May 2019
BERT Rediscovers the Classical NLP Pipeline Ian Tenney Dipanjan Das Ellie Pavlick MILM SSeg 30 1,438 0 15 May 2019
Correlating neural and symbolic representations of language Grzegorz Chrupała A. Alishahi NAI 6 71 0 14 May 2019
Taming Pretrained Transformers for Extreme Multi-label Text Classification Wei-Cheng Chang Hsiang-Fu Yu Kai Zhong Yiming Yang Inderjit Dhillon 17 20 0 07 May 2019
SuperGLUE: A Stickier Benchmark for General-Purpose Language Understanding Systems Alex Jinpeng Wang Yada Pruksachatkun Nikita Nangia Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 17 2,255 0 02 May 2019
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension Najoung Kim Roma Patel Adam Poliak Alex Jinpeng Wang Patrick Xia ... Alexis Ross Tal Linzen Benjamin Van Durme Samuel R. Bowman Ellie Pavlick 20 105 0 25 Apr 2019
From News to Medical: Cross-domain Discourse Segmentation Elisa Ferracane Titan Page Junyi Jessy Li K. Erk 13 4 0 14 Apr 2019
Probing Biomedical Embeddings from Language Models Qiao Jin Bhuwan Dhingra William W. Cohen Xinghua Lu 21 116 0 03 Apr 2019
PAWS: Paraphrase Adversaries from Word Scrambling Yuan Zhang Jason Baldridge Luheng He 17 529 0 01 Apr 2019
LINSPECTOR: Multilingual Probing Tasks for Word Representations Gözde Gül Sahin Clara Vania Ilia Kuznetsov Iryna Gurevych 28 43 0 22 Mar 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 52 717 0 21 Mar 2019
Still a Pain in the Neck: Evaluating Text Representations on Lexical Composition Vered Shwartz Ido Dagan CoGe 19 78 0 27 Feb 2019
An Argument-Marker Model for Syntax-Agnostic Proto-Role Labeling Juri Opitz Anette Frank 17 6 0 04 Feb 2019
Predicting the Argumenthood of English Prepositional Phrases Najoung Kim Kyle Rawlins Benjamin Van Durme P. Smolensky 50 6 0 20 Sep 2018
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 201 882 0 03 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,959 0 20 Apr 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016