Analyzing and Interpreting Neural Networks for NLP: A Report on the
First BlackboxNLP Workshop

Analyzing and Interpreting Neural Networks for NLP: A Report on the First BlackboxNLP Workshop

5 April 2019

Grzegorz Chrupała

Papers citing "Analyzing and Interpreting Neural Networks for NLP: A Report on the First BlackboxNLP Workshop"

15 / 15 papers shown

Title
TinyEmo: Scaling down Emotional Reasoning via Metric Projection Cristian Gutierrez LRM 71 0 0 17 Feb 2025
Transformer Circuit Faithfulness Metrics are not Robust Joseph Miller Bilal Chughtai William Saunders 58 7 0 11 Jul 2024
Transferable Embedding Inversion Attack: Uncovering Privacy Risks in Text Embeddings without Model Queries Yu-Hsiang Huang Yuche Tsai Hsiang Hsiao Hong-Yi Lin Shou-De Lin SILM 49 8 0 12 Jun 2024
Potential and Limitations of LLMs in Capturing Structured Semantics: A Case Study on SRL Ning Cheng Zhaohui Yan Ziming Wang Zhijie Li Jiaming Yu Zilong Zheng Kewei Tu Jinan Xu Wenjuan Han 43 5 0 10 May 2024
A Picture May Be Worth a Thousand Lives: An Interpretable Artificial Intelligence Strategy for Predictions of Suicide Risk from Social Media Images Yael Badian Yaakov Ophir Refael Tikochinski Nitay Calderon A. Klomek Roi Reichart 35 4 0 19 Feb 2023
Language model acceptability judgements are not always robust to context Koustuv Sinha Jon Gauthier Aaron Mueller Kanishka Misra Keren Fuentes R. Levy Adina Williams 23 18 0 18 Dec 2022
minicons: Enabling Flexible Behavioral and Representational Analyses of Transformer Language Models Kanishka Misra 19 58 0 24 Mar 2022
On Semantic Cognition, Inductive Generalization, and Language Models Kanishka Misra LRM AI4CE 27 3 0 04 Nov 2021
Structural Persistence in Language Models: Priming as a Window into Abstract Language Representations Arabella J. Sinclair Jaap Jumelet Willem H. Zuidema Raquel Fernández 61 38 0 30 Sep 2021
ANLIzing the Adversarial Natural Language Inference Dataset Adina Williams Tristan Thrush Douwe Kiela AAML 183 46 0 24 Oct 2020
Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision Max Glockner Ivan Habernal Iryna Gurevych LRM 29 25 0 07 Oct 2020
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 33 313 0 04 Dec 2019
Using Priming to Uncover the Organization of Syntactic Representations in Neural Language Models Grusha Prasad Marten van Schijndel Tal Linzen 40 51 0 23 Sep 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 201 883 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 304 7,005 0 20 Apr 2018