Discovering Salient Neurons in Deep NLP Models

27 June 2022

Papers citing "Discovering Salient Neurons in Deep NLP Models"

6 / 6 papers shown

Title
Can LLMs facilitate interpretation of pre-trained language models? Basel Mousi Nadir Durrani Fahim Dalvi 28 12 0 22 May 2023
On the Transformation of Latent Space in Fine-Tuned NLP Models Nadir Durrani Hassan Sajjad Fahim Dalvi Firoj Alam 27 17 0 23 Oct 2022
Probing with Noise: Unpicking the Warp and Weft of Embeddings Filip Klubicka John D. Kelleher 24 4 0 21 Oct 2022
Neuron-level Interpretation of Deep NLP Models: A Survey Hassan Sajjad Nadir Durrani Fahim Dalvi MILM AI4CE 11 79 0 30 Aug 2021
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
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 6,927 0 20 Apr 2018