Discovering Salient Neurons in Deep NLP Models
Fuente:
arXiv
Saved in:
| Main Authors: | Durrani, Nadir, Dalvi, Fahim, Sajjad, Hassan |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Scaling up Discovery of Latent Concepts in Deep NLP Models
by: Hawasly, Majd, et al.
Published: (2023)
by: Hawasly, Majd, et al.
Published: (2023)
Latent Concept-based Explanation of NLP Models
by: Yu, Xuemin, et al.
Published: (2024)
by: Yu, Xuemin, et al.
Published: (2024)
Editing Across Languages: A Survey of Multilingual Knowledge Editing
by: Durrani, Nadir, et al.
Published: (2025)
by: Durrani, Nadir, et al.
Published: (2025)
An Exploration of Knowledge Editing for Arabic
by: Mousi, Basel, et al.
Published: (2025)
by: Mousi, Basel, et al.
Published: (2025)
Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing
by: Boughorbel, Sabri, et al.
Published: (2025)
by: Boughorbel, Sabri, et al.
Published: (2025)
Once Correct, Still Wrong: Counterfactual Hallucination in Multilingual Vision-Language Models
by: Mousi, Basel, et al.
Published: (2026)
by: Mousi, Basel, et al.
Published: (2026)
Exploring Alignment in Shared Cross-lingual Spaces
by: Mousi, Basel, et al.
Published: (2024)
by: Mousi, Basel, et al.
Published: (2024)
From Words to Waves: Analyzing Concept Formation in Speech and Text-Based Foundation Models
by: Ersoy, Asım, et al.
Published: (2025)
by: Ersoy, Asım, et al.
Published: (2025)
The Landscape of Arabic Large Language Models (ALLMs): A New Era for Arabic Language Technology
by: Al-Khalifa, Shahad, et al.
Published: (2025)
by: Al-Khalifa, Shahad, et al.
Published: (2025)
AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs
by: Mousi, Basel, et al.
Published: (2024)
by: Mousi, Basel, et al.
Published: (2024)
There Is More to Refusal in Large Language Models than a Single Direction
by: Joad, Faaiz, et al.
Published: (2026)
by: Joad, Faaiz, et al.
Published: (2026)
Neurons Speak in Ranges: Breaking Free from Discrete Neuronal Attribution
by: Haider, Muhammad Umair, et al.
Published: (2025)
by: Haider, Muhammad Umair, et al.
Published: (2025)
LangFIR: Discovering Sparse Language-Specific Features from Monolingual Data for Language Steering
by: Wong, Sing Hieng, et al.
Published: (2026)
by: Wong, Sing Hieng, et al.
Published: (2026)
OASIS: A Multilingual and Multimodal Dataset for Culturally Grounded Spoken Visual QA
by: Alam, Firoj, et al.
Published: (2025)
by: Alam, Firoj, et al.
Published: (2025)
Neuron Empirical Gradient: Discovering and Quantifying Neurons Global Linear Controllability
by: Zhao, Xin, et al.
Published: (2024)
by: Zhao, Xin, et al.
Published: (2024)
Understanding Syntactic Generalization in Structure-inducing Language Models
by: Arps, David, et al.
Published: (2025)
by: Arps, David, et al.
Published: (2025)
MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model
by: Huo, Jiahao, et al.
Published: (2024)
by: Huo, Jiahao, et al.
Published: (2024)
LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking
by: Dalvi, Fahim, et al.
Published: (2023)
by: Dalvi, Fahim, et al.
Published: (2023)
Aviation Safety Enhancement via NLP & Deep Learning: Classifying Flight Phases in ATSB Safety Reports
by: Nanyonga, Aziida, et al.
Published: (2025)
by: Nanyonga, Aziida, et al.
Published: (2025)
Cross-Demographic Portability of Deep NLP-Based Depression Models
by: Rutowski, Tomek, et al.
Published: (2024)
by: Rutowski, Tomek, et al.
Published: (2024)
Resolving Lexical Bias in Model Editing
by: Rizwan, Hammad, et al.
Published: (2024)
by: Rizwan, Hammad, et al.
Published: (2024)
Discovering and Causally Validating Emotion-Sensitive Neurons in Large Audio-Language Models
by: Zhao, Xiutian, et al.
Published: (2026)
by: Zhao, Xiutian, et al.
Published: (2026)
UrBLiMP: A Benchmark for Evaluating the Linguistic Competence of Large Language Models in Urdu
by: Adeeba, Farah, et al.
Published: (2025)
by: Adeeba, Farah, et al.
Published: (2025)
Multilingual Nonce Dependency Treebanks: Understanding how Language Models represent and process syntactic structure
by: Arps, David, et al.
Published: (2023)
by: Arps, David, et al.
Published: (2023)
DIALECTBENCH: A NLP Benchmark for Dialects, Varieties, and Closely-Related Languages
by: Faisal, Fahim, et al.
Published: (2024)
by: Faisal, Fahim, et al.
Published: (2024)
LAraBench: Benchmarking Arabic AI with Large Language Models
by: Abdelali, Ahmed, et al.
Published: (2023)
by: Abdelali, Ahmed, et al.
Published: (2023)
Interpreting the Effects of Quantization on LLMs
by: Singh, Manpreet, et al.
Published: (2025)
by: Singh, Manpreet, et al.
Published: (2025)
Quantifying the Capabilities of LLMs across Scale and Precision
by: Badshah, Sher, et al.
Published: (2024)
by: Badshah, Sher, et al.
Published: (2024)
TALE: A Tool-Augmented Framework for Reference-Free Evaluation of Large Language Models
by: Badshah, Sher, et al.
Published: (2025)
by: Badshah, Sher, et al.
Published: (2025)
An Efficient Approach for Studying Cross-Lingual Transfer in Multilingual Language Models
by: Faisal, Fahim, et al.
Published: (2024)
by: Faisal, Fahim, et al.
Published: (2024)
Scalable Detection of Salient Entities in News Articles
by: Asgarieh, Eliyar, et al.
Published: (2024)
by: Asgarieh, Eliyar, et al.
Published: (2024)
Expect the Unexpected? Testing the Surprisal of Salient Entities
by: Lin, Jessica, et al.
Published: (2026)
by: Lin, Jessica, et al.
Published: (2026)
TurkicNLP: An NLP Toolkit for Turkic Languages
by: Hakimov, Sherzod
Published: (2026)
by: Hakimov, Sherzod
Published: (2026)
The Nature of NLP: Analyzing Contributions in NLP Papers
by: Pramanick, Aniket, et al.
Published: (2024)
by: Pramanick, Aniket, et al.
Published: (2024)
Exploring transfer learning for Deep NLP systems on rarely annotated languages
by: Yadav, Dipendra, et al.
Published: (2024)
by: Yadav, Dipendra, et al.
Published: (2024)
Clinical NLP with Attention-Based Deep Learning for Multi-Disease Prediction
by: Xu, Ting, et al.
Published: (2025)
by: Xu, Ting, et al.
Published: (2025)
Large Language Models for Page Stream Segmentation
by: Heidenreich, Hunter, et al.
Published: (2024)
by: Heidenreich, Hunter, et al.
Published: (2024)
Cascading Large Language Models for Salient Event Graph Generation
by: Tan, Xingwei, et al.
Published: (2024)
by: Tan, Xingwei, et al.
Published: (2024)
Learning to Rank Salient Content for Query-focused Summarization
by: Sotudeh, Sajad, et al.
Published: (2024)
by: Sotudeh, Sajad, et al.
Published: (2024)
Guiding ChatGPT to Generate Salient Domain Summaries
by: Gao, Jun, et al.
Published: (2024)
by: Gao, Jun, et al.
Published: (2024)
Similar Items
-
Scaling up Discovery of Latent Concepts in Deep NLP Models
by: Hawasly, Majd, et al.
Published: (2023) -
Latent Concept-based Explanation of NLP Models
by: Yu, Xuemin, et al.
Published: (2024) -
Editing Across Languages: A Survey of Multilingual Knowledge Editing
by: Durrani, Nadir, et al.
Published: (2025) -
An Exploration of Knowledge Editing for Arabic
by: Mousi, Basel, et al.
Published: (2025) -
Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing
by: Boughorbel, Sabri, et al.
Published: (2025)