What if This Modified That? Syntactic Interventions via Counterfactual Embeddings

28 May 2021

Papers citing "What if This Modified That? Syntactic Interventions via Counterfactual Embeddings"

33 / 33 papers shown

Title
Linguistic Interpretability of Transformer-based Language Models: a systematic review Miguel López-Otal Jorge Gracia Jordi Bernad Carlos Bobed Lucía Pitarch-Ballesteros Emma Anglés-Herrero VLM 38 0 0 09 Apr 2025
Analyzing the Inner Workings of Transformers in Compositional Generalization Ryoma Kumon Hitomi Yanaka 74 0 0 24 Feb 2025
Interpreting and Editing Vision-Language Representations to Mitigate Hallucinations Nick Jiang Anish Kachinthaya Suzie Petryk Yossi Gandelsman VLM 34 16 0 03 Oct 2024
The Quest for the Right Mediator: A History, Survey, and Theoretical Grounding of Causal Interpretability Aaron Mueller Jannik Brinkmann Millicent Li Samuel Marks Koyena Pal ... Arnab Sen Sharma Jiuding Sun Eric Todd David Bau Yonatan Belinkov CML 52 18 0 02 Aug 2024
A Rationale-centric Counterfactual Data Augmentation Method for Cross-Document Event Coreference Resolution Bowen Ding Qingkai Min Shengkun Ma Yingjie Li Linyi Yang Yue Zhang 46 4 0 02 Apr 2024
More than Correlation: Do Large Language Models Learn Causal Representations of Space? Yida Chen Yixian Gan Sijia Li Li Yao Xiaohan Zhao LRM 30 4 0 26 Dec 2023
Uncovering Intermediate Variables in Transformers using Circuit Probing Michael A. Lepori Thomas Serre Ellie Pavlick 75 7 0 07 Nov 2023
Evaluating Neural Language Models as Cognitive Models of Language Acquisition Héctor Javier Vázquez Martínez Annika Lea Heuser Charles D. Yang Jordan Kodner 33 8 0 31 Oct 2023
Verb Conjugation in Transformers Is Determined by Linear Encodings of Subject Number Sophie Hao Tal Linzen 19 5 0 23 Oct 2023
Sudden Drops in the Loss: Syntax Acquisition, Phase Transitions, and Simplicity Bias in MLMs Angelica Chen Ravid Schwartz-Ziv Kyunghyun Cho Matthew L. Leavitt Naomi Saphra 29 62 0 13 Sep 2023
Emergent Linear Representations in World Models of Self-Supervised Sequence Models Neel Nanda Andrew Lee Martin Wattenberg FAtt MILM 45 145 0 02 Sep 2023
Why Linguistics Will Thrive in the 21st Century: A Reply to Piantadosi (2023) Jordan Kodner Sarah Payne Jeffrey Heinz LRM 14 11 0 06 Aug 2023
Operationalising Representation in Natural Language Processing J. Harding 28 11 0 14 Jun 2023
Beyond Surface Statistics: Scene Representations in a Latent Diffusion Model Yida Chen Fernanda Viégas Martin Wattenberg DiffM 8 22 0 09 Jun 2023
Semantic Composition in Visually Grounded Language Models Rohan Pandey CoGe 26 1 0 15 May 2023
Eliciting Latent Predictions from Transformers with the Tuned Lens Nora Belrose Zach Furman Logan Smith Danny Halawi Igor V. Ostrovsky Lev McKinney Stella Biderman Jacob Steinhardt 22 193 0 14 Mar 2023
On Modifying a Neural Network's Perception Manuel de Sousa Ribeiro João Leite AAML 27 1 0 05 Mar 2023
Competence-Based Analysis of Language Models Adam Davies Jize Jiang Chengxiang Zhai ELM 29 4 0 01 Mar 2023
A Review of the Role of Causality in Developing Trustworthy AI Systems Niloy Ganguly Dren Fazlija Maryam Badar M. Fisichella Sandipan Sikdar ... Koustav Rudra Manolis Koubarakis Gourab K. Patro W. Z. E. Amri Wolfgang Nejdl CML 39 23 0 14 Feb 2023
Break It Down: Evidence for Structural Compositionality in Neural Networks Michael A. Lepori Thomas Serre Ellie Pavlick 37 29 0 26 Jan 2023
Syntax-guided Neural Module Distillation to Probe Compositionality in Sentence Embeddings Rohan Pandey 19 1 0 21 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
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 114 107 0 22 Sep 2022
Unit Testing for Concepts in Neural Networks Charles Lovering Ellie Pavlick 25 28 0 28 Jul 2022
Prototype Based Classification from Hierarchy to Fairness Mycal Tucker J. Shah FaML 16 6 0 27 May 2022
Naturalistic Causal Probing for Morpho-Syntax Afra Amini Tiago Pimentel Clara Meister Ryan Cotterell MILM 108 18 0 14 May 2022
When Does Syntax Mediate Neural Language Model Performance? Evidence from Dropout Probes Mycal Tucker Tiwalayo Eisape Peng Qian R. Levy J. Shah MILM 20 12 0 20 Apr 2022
Probing for the Usage of Grammatical Number Karim Lasri Tiago Pimentel Alessandro Lenci Thierry Poibeau Ryan Cotterell 35 55 0 19 Apr 2022
Automatically Generating Counterfactuals for Relation Classification Mi Zhang T. Qian Tingyu Zhang CML 24 0 0 22 Feb 2022
Probe-Based Interventions for Modifying Agent Behavior Mycal Tucker William Kuhl Khizer Shahid Seth Karten Katia P. Sycara J. Shah AAML 16 0 0 26 Jan 2022
Counterfactual Interventions Reveal the Causal Effect of Relative Clause Representations on Agreement Prediction Shauli Ravfogel Grusha Prasad Tal Linzen Yoav Goldberg 31 57 0 14 May 2021
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 226 405 0 24 Feb 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 201 882 0 03 May 2018