Analysis Methods in Neural Language Processing: A Survey

21 December 2018

Papers citing "Analysis Methods in Neural Language Processing: A Survey"

17 / 67 papers shown

Title
Probing Contextual Language Models for Common Ground with Visual Representations Gabriel Ilharco Rowan Zellers Ali Farhadi Hannaneh Hajishirzi 11 14 0 01 May 2020
How recurrent networks implement contextual processing in sentiment analysis Niru Maheswaranathan David Sussillo 12 22 0 17 Apr 2020
Information-Theoretic Probing with Minimum Description Length Elena Voita Ivan Titov 14 269 0 27 Mar 2020
oLMpics -- On what Language Model Pre-training Captures Alon Talmor Yanai Elazar Yoav Goldberg Jonathan Berant LRM 12 300 0 31 Dec 2019
Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender Assignment Jaap Jumelet Willem H. Zuidema Dieuwke Hupkes LRM 17 37 0 19 Sep 2019
Visual Interaction with Deep Learning Models through Collaborative Semantic Inference Sebastian Gehrmann Hendrik Strobelt Robert Krüger Hanspeter Pfister Alexander M. Rush HAI 11 57 0 24 Jul 2019
What Should/Do/Can LSTMs Learn When Parsing Auxiliary Verb Constructions? Miryam de Lhoneux Sara Stymne Joakim Nivre 6 3 0 18 Jul 2019
Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference Yonatan Belinkov Adam Poliak Stuart M. Shieber Benjamin Van Durme Alexander M. Rush 19 94 0 09 Jul 2019
Analyzing Phonetic and Graphemic Representations in End-to-End Automatic Speech Recognition Yonatan Belinkov Ahmed M. Ali James R. Glass 9 32 0 09 Jul 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 11 716 0 21 Mar 2019
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 199 879 0 03 May 2018
Hypothesis Only Baselines in Natural Language Inference Adam Poliak Jason Naradowsky Aparajita Haldar Rachel Rudinger Benjamin Van Durme 187 576 0 02 May 2018
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 243 914 0 21 Apr 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 294 6,943 0 20 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 185 711 0 17 Apr 2018
A causal framework for explaining the predictions of black-box sequence-to-sequence models David Alvarez-Melis Tommi Jaakkola CML 219 201 0 06 Jul 2017
Methods for Interpreting and Understanding Deep Neural Networks G. Montavon Wojciech Samek K. Müller FaML 234 2,233 0 24 Jun 2017