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Can LLMs facilitate interpretation of pre-trained language models?

Can LLMs facilitate interpretation of pre-trained language models?

22 May 2023
Basel Mousi
Nadir Durrani
Fahim Dalvi
ArXivPDFHTML

Papers citing "Can LLMs facilitate interpretation of pre-trained language models?"

7 / 7 papers shown
Title
Latent Concept-based Explanation of NLP Models
Latent Concept-based Explanation of NLP Models
Xuemin Yu
Fahim Dalvi
Nadir Durrani
Marzia Nouri
Hassan Sajjad
LRM
FAtt
19
1
0
18 Apr 2024
Patchscopes: A Unifying Framework for Inspecting Hidden Representations
  of Language Models
Patchscopes: A Unifying Framework for Inspecting Hidden Representations of Language Models
Asma Ghandeharioun
Avi Caciularu
Adam Pearce
Lucas Dixon
Mor Geva
19
86
0
11 Jan 2024
ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on
  Simplified Radiology Reports
ChatGPT Makes Medicine Easy to Swallow: An Exploratory Case Study on Simplified Radiology Reports
Katharina Jeblick
B. Schachtner
Jakob Dexl
Andreas Mittermeier
Anna Theresa Stüber
...
Tobias Weber
Philipp Wesp
B. Sabel
J. Ricke
Michael Ingrisch
LM&MA
MedIm
103
368
0
30 Dec 2022
Large Language Models are Zero-Shot Reasoners
Large Language Models are Zero-Shot Reasoners
Takeshi Kojima
S. Gu
Machel Reid
Yutaka Matsuo
Yusuke Iwasawa
ReLM
LRM
291
2,712
0
24 May 2022
The Power of Scale for Parameter-Efficient Prompt Tuning
The Power of Scale for Parameter-Efficient Prompt Tuning
Brian Lester
Rami Al-Rfou
Noah Constant
VPVLM
278
3,784
0
18 Apr 2021
What you can cram into a single vector: Probing sentence embeddings for
  linguistic properties
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
876
0
03 May 2018
Efficient Estimation of Word Representations in Vector Space
Efficient Estimation of Word Representations in Vector Space
Tomáš Mikolov
Kai Chen
G. Corrado
J. Dean
3DV
228
31,150
0
16 Jan 2013
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