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Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models

Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models

21 August 2024
Sepehr Kamahi
Yadollah Yaghoobzadeh
ArXivPDFHTML

Papers citing "Counterfactuals As a Means for Evaluating Faithfulness of Attribution Methods in Autoregressive Language Models"

2 / 2 papers shown
Title
OLMo: Accelerating the Science of Language Models
OLMo: Accelerating the Science of Language Models
Dirk Groeneveld
Iz Beltagy
Pete Walsh
Akshita Bhagia
Rodney Michael Kinney
...
Jesse Dodge
Kyle Lo
Luca Soldaini
Noah A. Smith
Hanna Hajishirzi
OSLM
124
349
0
01 Feb 2024
"Will You Find These Shortcuts?" A Protocol for Evaluating the
  Faithfulness of Input Salience Methods for Text Classification
"Will You Find These Shortcuts?" A Protocol for Evaluating the Faithfulness of Input Salience Methods for Text Classification
Jasmijn Bastings
Sebastian Ebert
Polina Zablotskaia
Anders Sandholm
Katja Filippova
102
75
0
14 Nov 2021
1