ResearchTrend.AI
  • Communities
  • Connect sessions
  • AI calendar
  • Organizations
  • Join Slack
  • Contact Sales
Papers
Communities
Social Events
Terms and Conditions
Pricing
Contact Sales
Parameter LabParameter LabTwitterGitHubLinkedInBlueskyYoutube

© 2025 ResearchTrend.AI, All rights reserved.

  1. Home
  2. Papers
  3. 2206.13288
  4. Cited By
Discovering Salient Neurons in Deep NLP Models
v1v2 (latest)

Discovering Salient Neurons in Deep NLP Models

Journal of machine learning research (JMLR), 2022
27 June 2022
Nadir Durrani
Fahim Dalvi
Hassan Sajjad
    KELMMILM
ArXiv (abs)PDFHTML

Papers citing "Discovering Salient Neurons in Deep NLP Models"

17 / 17 papers shown
Title
UniFusion: Vision-Language Model as Unified Encoder in Image Generation
UniFusion: Vision-Language Model as Unified Encoder in Image Generation
Kevin Li
Manuel Brack
Sudeep Katakol
Hareesh Ravi
Ajinkya Kale
80
2
0
14 Oct 2025
Interpreting the Effects of Quantization on LLMs
Interpreting the Effects of Quantization on LLMs
Manpreet Singh
Hassan Sajjad
MQMILM
225
0
0
22 Aug 2025
A Representation Level Analysis of NMT Model Robustness to Grammatical Errors
A Representation Level Analysis of NMT Model Robustness to Grammatical ErrorsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Abderrahmane Issam
Yusuf Can Semerci
Jan Scholtes
Gerasimos Spanakis
198
0
0
27 May 2025
Disentangling Linguistic Features with Dimension-Wise Analysis of Vector Embeddings
Disentangling Linguistic Features with Dimension-Wise Analysis of Vector Embeddings
Saniya Karwa
Navpreet Singh
CoGe
194
1
0
20 Apr 2025
From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task
From Text to Space: Mapping Abstract Spatial Models in LLMs during a Grid-World Navigation Task
Nicolas Martorell
LLMAG
287
5
0
23 Feb 2025
LLMs as a synthesis between symbolic and distributed approaches to language
LLMs as a synthesis between symbolic and distributed approaches to language
Gemma Boleda
SyDa
240
0
0
17 Feb 2025
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron
  Pruning
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning
Ruchika Chavhan
Da Li
Timothy M. Hospedales
204
28
0
29 May 2024
Multilingual Nonce Dependency Treebanks: Understanding how Language
  Models represent and process syntactic structure
Multilingual Nonce Dependency Treebanks: Understanding how Language Models represent and process syntactic structureNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023
David Arps
Laura Kallmeyer
Younes Samih
Hassan Sajjad
209
3
0
13 Nov 2023
Scaling up Discovery of Latent Concepts in Deep NLP Models
Scaling up Discovery of Latent Concepts in Deep NLP ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Majd Hawasly
Fahim Dalvi
Nadir Durrani
235
6
0
20 Aug 2023
NeuroX Library for Neuron Analysis of Deep NLP Models
NeuroX Library for Neuron Analysis of Deep NLP ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Fahim Dalvi
Hassan Sajjad
Nadir Durrani
197
14
0
26 May 2023
Finding Neurons in a Haystack: Case Studies with Sparse Probing
Finding Neurons in a Haystack: Case Studies with Sparse Probing
Wes Gurnee
Neel Nanda
Matthew Pauly
Katherine Harvey
Dmitrii Troitskii
Dimitris Bertsimas
MILM
447
275
0
02 May 2023
Probing Taxonomic and Thematic Embeddings for Taxonomic Information
Probing Taxonomic and Thematic Embeddings for Taxonomic InformationGlobal WordNet Conference (GWC), 2023
Filip Klubicka
John D. Kelleher
148
2
0
25 Jan 2023
On the Transformation of Latent Space in Fine-Tuned NLP Models
On the Transformation of Latent Space in Fine-Tuned NLP ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Nadir Durrani
Hassan Sajjad
Fahim Dalvi
Firoj Alam
237
20
0
23 Oct 2022
Probing with Noise: Unpicking the Warp and Weft of Embeddings
Probing with Noise: Unpicking the Warp and Weft of EmbeddingsBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022
Filip Klubicka
John D. Kelleher
143
4
0
21 Oct 2022
Post-hoc analysis of Arabic transformer models
Post-hoc analysis of Arabic transformer modelsBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2022
Ahmed Abdelali
Nadir Durrani
Fahim Dalvi
Hassan Sajjad
96
1
0
18 Oct 2022
Neuron-level Interpretation of Deep NLP Models: A Survey
Neuron-level Interpretation of Deep NLP Models: A SurveyTransactions of the Association for Computational Linguistics (TACL), 2021
Hassan Sajjad
Nadir Durrani
Fahim Dalvi
MILMAI4CE
237
94
0
30 Aug 2021
What do End-to-End Speech Models Learn about Speaker, Language and
  Channel Information? A Layer-wise and Neuron-level Analysis
What do End-to-End Speech Models Learn about Speaker, Language and Channel Information? A Layer-wise and Neuron-level Analysis
Shammur A. Chowdhury
Nadir Durrani
Ahmed M. Ali
316
20
0
01 Jul 2021
1