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2210.07222
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Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods
13 October 2022
Nils Feldhus
Leonhard Hennig
Maximilian Dustin Nasert
Christopher Ebert
Robert Schwarzenberg
Sebastian Möller
FAtt
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Papers citing
"Saliency Map Verbalization: Comparing Feature Importance Representations from Model-free and Instruction-based Methods"
13 / 13 papers shown
Title
Natural Language Processing RELIES on Linguistics
Juri Opitz
Shira Wein
Nathan Schneider
AI4CE
44
7
0
09 May 2024
Talking Nonsense: Probing Large Language Models' Understanding of Adversarial Gibberish Inputs
Valeriia Cherepanova
James Zou
AAML
28
4
0
26 Apr 2024
InterroLang: Exploring NLP Models and Datasets through Dialogue-based Explanations
Nils Feldhus
Qianli Wang
Tatiana Anikina
Sahil Chopra
Cennet Oguz
Sebastian Möller
19
9
0
09 Oct 2023
Neighboring Words Affect Human Interpretation of Saliency Explanations
Tim Dockhorn
Yaoliang Yu
Heike Adel
Mahdi Zolnouri
V. Nia
FAtt
MILM
28
3
0
04 May 2023
WikiWhy: Answering and Explaining Cause-and-Effect Questions
Matthew Ho
Aditya Sharma
Justin Chang
Michael Stephen Saxon
Sharon Levy
Yujie Lu
William Yang Wang
ReLM
KELM
LRM
58
16
0
21 Oct 2022
REV: Information-Theoretic Evaluation of Free-Text Rationales
Hanjie Chen
Faeze Brahman
Xiang Ren
Yangfeng Ji
Yejin Choi
Swabha Swayamdipta
84
22
0
10 Oct 2022
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models
Jiannan Xiang
Zhengzhong Liu
Yucheng Zhou
Eric P. Xing
Zhiting Hu
37
16
0
09 Oct 2022
Human Interpretation of Saliency-based Explanation Over Text
Hendrik Schuff
Alon Jacovi
Heike Adel
Yoav Goldberg
Ngoc Thang Vu
MILM
XAI
FAtt
144
38
0
27 Jan 2022
Decision-Focused Summarization
Chao-Chun Hsu
Chenhao Tan
18
16
0
14 Sep 2021
Measuring Association Between Labels and Free-Text Rationales
Sarah Wiegreffe
Ana Marasović
Noah A. Smith
274
170
0
24 Oct 2020
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI
Alon Jacovi
Ana Marasović
Tim Miller
Yoav Goldberg
241
422
0
15 Oct 2020
e-SNLI: Natural Language Inference with Natural Language Explanations
Oana-Maria Camburu
Tim Rocktaschel
Thomas Lukasiewicz
Phil Blunsom
LRM
252
618
0
04 Dec 2018
Towards A Rigorous Science of Interpretable Machine Learning
Finale Doshi-Velez
Been Kim
XAI
FaML
225
3,658
0
28 Feb 2017
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