Counterfactual Interventions Reveal the Causal Effect of Relative Clause
Representations on Agreement Prediction

Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction

14 May 2021

Shauli Ravfogel

Papers citing "Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction"

16 / 16 papers shown

Title
Focus On This, Not That! Steering LLMs With Adaptive Feature Specification Tom A. Lamb Adam Davies Alasdair Paren Philip H. S. Torr Francesco Pinto 45 0 0 30 Oct 2024
Interpreting Low-level Vision Models with Causal Effect Maps Jinfan Hu Jinjin Gu Shiyao Yu Fanghua Yu Zheyuan Li Zhiyuan You Chaochao Lu Chao Dong CML 48 2 0 29 Jul 2024
A Geometric Notion of Causal Probing Clément Guerner Anej Svete Tianyu Liu Alex Warstadt Ryan Cotterell LLMSV 38 12 0 27 Jul 2023
Causal interventions expose implicit situation models for commonsense language understanding Takateru Yamakoshi James L. McClelland A. Goldberg Robert D. Hawkins 17 6 0 06 Jun 2023
LEACE: Perfect linear concept erasure in closed form Nora Belrose David Schneider-Joseph Shauli Ravfogel Ryan Cotterell Edward Raff Stella Biderman KELM MU 41 102 0 06 Jun 2023
Syntax and Semantics Meet in the "Middle": Probing the Syntax-Semantics Interface of LMs Through Agentivity Lindia Tjuatja Emmy Liu Lori S. Levin Graham Neubig 30 2 0 29 May 2023
A Discerning Several Thousand Judgments: GPT-3 Rates the Article + Adjective + Numeral + Noun Construction Kyle Mahowald 22 24 0 29 Jan 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 25 209 0 16 Jan 2023
Probing for Incremental Parse States in Autoregressive Language Models Tiwalayo Eisape Vineet Gangireddy R. Levy Yoon Kim 25 11 0 17 Nov 2022
Analyzing Gender Representation in Multilingual Models Hila Gonen Shauli Ravfogel Yoav Goldberg 15 11 0 20 Apr 2022
Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence Models Aaron Mueller Robert Frank Tal Linzen Luheng Wang Sebastian Schuster AIMat 19 33 0 17 Mar 2022
Interpreting Language Models with Contrastive Explanations Kayo Yin Graham Neubig MILM 15 77 0 21 Feb 2022
Linear Adversarial Concept Erasure Shauli Ravfogel Michael Twiton Yoav Goldberg Ryan Cotterell KELM 79 57 0 28 Jan 2022
On the Pitfalls of Analyzing Individual Neurons in Language Models Omer Antverg Yonatan Belinkov MILM 22 49 0 14 Oct 2021
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond Amir Feder Katherine A. Keith Emaad A. Manzoor Reid Pryzant Dhanya Sridhar ... Roi Reichart Margaret E. Roberts Brandon M Stewart Victor Veitch Diyi Yang CML 30 234 0 02 Sep 2021
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 199 882 0 03 May 2018