Schrödinger's Tree -- On Syntax and Neural Language Models

17 October 2021

Papers citing "Schrödinger's Tree -- On Syntax and Neural Language Models"

29 / 29 papers shown

Title
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 243 427 0 24 Feb 2021
Out of Order: How Important Is The Sequential Order of Words in a Sentence in Natural Language Understanding Tasks? Thang M. Pham Trung Bui Long Mai Anh Totti Nguyen 234 124 0 30 Dec 2020
Infusing Finetuning with Semantic Dependencies Zhaofeng Wu Hao Peng Noah A. Smith 43 37 0 10 Dec 2020
Measuring Association Between Labels and Free-Text Rationales Sarah Wiegreffe Ana Marasović Noah A. Smith 305 178 0 24 Oct 2020
COGS: A Compositional Generalization Challenge Based on Semantic Interpretation Najoung Kim Tal Linzen CoGe 43 276 0 12 Oct 2020
Pareto Probing: Trading Off Accuracy for Complexity Tiago Pimentel Naomi Saphra Adina Williams Ryan Cotterell 46 60 0 05 Oct 2020
Aligning Faithful Interpretations with their Social Attribution Alon Jacovi Yoav Goldberg 48 106 0 01 Jun 2020
A Systematic Assessment of Syntactic Generalization in Neural Language Models Jennifer Hu Jon Gauthier Peng Qian Ethan Gotlieb Wilcox R. Levy ELM 69 215 0 07 May 2020
Quantifying Attention Flow in Transformers Samira Abnar Willem H. Zuidema 117 789 0 02 May 2020
Attention is not not Explanation Sarah Wiegreffe Yuval Pinter XAI AAML FAtt 62 901 0 13 Aug 2019
What do you learn from context? Probing for sentence structure in contextualized word representations Ian Tenney Patrick Xia Berlin Chen Alex Jinpeng Wang Adam Poliak ... Najoung Kim Benjamin Van Durme Samuel R. Bowman Dipanjan Das Ellie Pavlick 163 853 0 15 May 2019
BERT Rediscovers the Classical NLP Pipeline Ian Tenney Dipanjan Das Ellie Pavlick MILM SSeg 109 1,458 0 15 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 199 2,296 0 02 May 2019
Evaluating Recurrent Neural Network Explanations L. Arras Ahmed Osman K. Müller Wojciech Samek XAI FAtt 52 88 0 26 Apr 2019
Linguistic generalization and compositionality in modern artificial neural networks Marco Baroni AI4CE 56 148 0 30 Mar 2019
Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State Richard Futrell Ethan Gotlieb Wilcox Takashi Morita Peng Qian Miguel Ballesteros R. Levy MILM 116 193 0 08 Mar 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 89 1,307 0 26 Feb 2019
e-SNLI: Natural Language Inference with Natural Language Explanations Oana-Maria Camburu Tim Rocktaschel Thomas Lukasiewicz Phil Blunsom LRM 390 634 0 04 Dec 2018
Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items Jaap Jumelet Dieuwke Hupkes 40 63 0 31 Aug 2018
Targeted Syntactic Evaluation of Language Models Rebecca Marvin Tal Linzen 67 414 0 27 Aug 2018
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 225 579 0 02 May 2018
Colorless green recurrent networks dream hierarchically Kristina Gulordava Piotr Bojanowski Edouard Grave Tal Linzen Marco Baroni 69 504 0 29 Mar 2018
Annotation Artifacts in Natural Language Inference Data Suchin Gururangan Swabha Swayamdipta Omer Levy Roy Schwartz Samuel R. Bowman Noah A. Smith 115 1,167 0 06 Mar 2018
Deep contextualized word representations Matthew E. Peters Mark Neumann Mohit Iyyer Matt Gardner Christopher Clark Kenton Lee Luke Zettlemoyer NAI 139 11,520 0 15 Feb 2018
Modeling Relational Data with Graph Convolutional Networks Michael Schlichtkrull Thomas Kipf Peter Bloem Rianne van den Berg Ivan Titov Max Welling GNN 172 4,772 0 17 Mar 2017
Axiomatic Attribution for Deep Networks Mukund Sundararajan Ankur Taly Qiqi Yan OOD FAtt 147 5,920 0 04 Mar 2017
Recurrent Neural Network Grammars Chris Dyer A. Kuncoro Miguel Ballesteros Noah A. Smith GNN 83 524 0 25 Feb 2016
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 746 16,828 0 16 Feb 2016
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 581 31,406 0 16 Jan 2013