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On Robustness of Finetuned Transformer-based NLP Models

On Robustness of Finetuned Transformer-based NLP Models

23 May 2023
Pavan Kalyan Reddy Neerudu
S. Oota
Mounika Marreddy
Venkateswara Rao Kagita
Manish Gupta
ArXivPDFHTML

Papers citing "On Robustness of Finetuned Transformer-based NLP Models"

10 / 10 papers shown
Title
Robustly identifying concepts introduced during chat fine-tuning using crosscoders
Robustly identifying concepts introduced during chat fine-tuning using crosscoders
Julian Minder
Clement Dumas
Caden Juang
Bilal Chugtai
Neel Nanda
27
0
0
03 Apr 2025
The Mystery of Compositional Generalization in Graph-based Generative
  Commonsense Reasoning
The Mystery of Compositional Generalization in Graph-based Generative Commonsense Reasoning
Xiyan Fu
Anette Frank
LRM
28
0
0
08 Oct 2024
IndicSentEval: How Effectively do Multilingual Transformer Models encode
  Linguistic Properties for Indic Languages?
IndicSentEval: How Effectively do Multilingual Transformer Models encode Linguistic Properties for Indic Languages?
Akhilesh Aravapalli
Mounika Marreddy
S. Oota
R. Mamidi
Manish Gupta
34
0
0
03 Oct 2024
Characterizing stable regions in the residual stream of LLMs
Characterizing stable regions in the residual stream of LLMs
Jett Janiak
Jacek Karwowski
Chatrik Singh Mangat
Giorgi Giglemiani
Nora Petrova
Stefan Heimersheim
36
1
0
25 Sep 2024
Exploring Ordinality in Text Classification: A Comparative Study of
  Explicit and Implicit Techniques
Exploring Ordinality in Text Classification: A Comparative Study of Explicit and Implicit Techniques
Siva Rajesh Kasa
Aniket Goel
Karan Gupta
Sumegh Roychowdhury
Anish Bhanushali
Nikhil Pattisapu
Prasanna Srinivasa Murthy
41
1
0
20 May 2024
Robustness Analysis of Video-Language Models Against Visual and Language
  Perturbations
Robustness Analysis of Video-Language Models Against Visual and Language Perturbations
Madeline Chantry Schiappa
Shruti Vyas
Hamid Palangi
Y. S. Rawat
Vibhav Vineet
VLM
120
17
0
05 Jul 2022
RobustLR: Evaluating Robustness to Logical Perturbation in Deductive
  Reasoning
RobustLR: Evaluating Robustness to Logical Perturbation in Deductive Reasoning
Soumya Sanyal
Zeyi Liao
Xiang Ren
ELM
ReLM
LRM
59
19
0
25 May 2022
Similarity Analysis of Contextual Word Representation Models
Similarity Analysis of Contextual Word Representation Models
John M. Wu
Yonatan Belinkov
Hassan Sajjad
Nadir Durrani
Fahim Dalvi
James R. Glass
46
73
0
03 May 2020
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
190
181
0
03 Sep 2019
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
294
6,950
0
20 Apr 2018
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