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An Interpretability Evaluation Benchmark for Pre-trained Language Models

An Interpretability Evaluation Benchmark for Pre-trained Language Models

28 July 2022
Ya-Ming Shen
Lijie Wang
Ying Chen
Xinyan Xiao
Jing Liu
Hua-Hong Wu
ArXivPDFHTML

Papers citing "An Interpretability Evaluation Benchmark for Pre-trained Language Models"

10 / 10 papers shown
Title
Differentiating Choices via Commonality for Multiple-Choice Question
  Answering
Differentiating Choices via Commonality for Multiple-Choice Question Answering
Wenqing Deng
Zhe Wang
Kewen Wang
Shirui Pan
Xiaowang Zhang
Zhiyong Feng
33
0
0
21 Aug 2024
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model
  Pre-trained from Scratch
OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratch
Juntao Li
Zecheng Tang
Yuyang Ding
Pinzheng Wang
Pei Guo
...
Wenliang Chen
Guohong Fu
Qiaoming Zhu
Guodong Zhou
M. Zhang
40
5
0
19 Sep 2023
Explainability for Large Language Models: A Survey
Explainability for Large Language Models: A Survey
Haiyan Zhao
Hanjie Chen
Fan Yang
Ninghao Liu
Huiqi Deng
Hengyi Cai
Shuaiqiang Wang
Dawei Yin
Mengnan Du
LRM
23
408
0
02 Sep 2023
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit
  Reasoning Strategies
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies
Mor Geva
Daniel Khashabi
Elad Segal
Tushar Khot
Dan Roth
Jonathan Berant
RALM
250
672
0
06 Jan 2021
The Bottom-up Evolution of Representations in the Transformer: A Study
  with Machine Translation and Language Modeling Objectives
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
Elena Voita
Rico Sennrich
Ivan Titov
193
181
0
03 Sep 2019
Language Models as Knowledge Bases?
Language Models as Knowledge Bases?
Fabio Petroni
Tim Rocktaschel
Patrick Lewis
A. Bakhtin
Yuxiang Wu
Alexander H. Miller
Sebastian Riedel
KELM
AI4MH
415
2,584
0
03 Sep 2019
e-SNLI: Natural Language Inference with Natural Language Explanations
e-SNLI: Natural Language Inference with Natural Language Explanations
Oana-Maria Camburu
Tim Rocktaschel
Thomas Lukasiewicz
Phil Blunsom
LRM
255
620
0
04 Dec 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language
  Understanding
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
297
6,956
0
20 Apr 2018
A causal framework for explaining the predictions of black-box
  sequence-to-sequence models
A causal framework for explaining the predictions of black-box sequence-to-sequence models
David Alvarez-Melis
Tommi Jaakkola
CML
227
201
0
06 Jul 2017
Towards A Rigorous Science of Interpretable Machine Learning
Towards A Rigorous Science of Interpretable Machine Learning
Finale Doshi-Velez
Been Kim
XAI
FaML
251
3,683
0
28 Feb 2017
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