On the Transformation of Latent Space in Fine-Tuned NLP Models

On the Transformation of Latent Space in Fine-Tuned NLP Models

23 October 2022

Firoj Alam

Papers citing "On the Transformation of Latent Space in Fine-Tuned NLP Models"

18 / 18 papers shown

Title
Intra-neuronal attention within language models Relationships between activation and semantics Michael Pichat William Pogrund Paloma Pichat Armanouche Gasparian Samuel Demarchi Corbet Alois Georgeon Michael Veillet-Guillem MILM 31 0 0 17 Mar 2025
Synthetic Categorical Restructuring large Or How AIs Gradually Extract Efficient Regularities from Their Experience of the World Michael Pichat William Pogrund Paloma Pichat Armanouche Gasparian Samuel Demarchi Martin Corbet Alois Georgeon Theo Dasilva Michael Veillet-Guillem 39 1 0 25 Feb 2025
How Do Artificial Intelligences Think? The Three Mathematico-Cognitive Factors of Categorical Segmentation Operated by Synthetic Neurons Michael Pichat William Pogrund Armanush Gasparian Paloma Pichat Samuel Demarchi Michael Veillet-Guillem 29 2 0 26 Dec 2024
Automatic Pruning of Fine-tuning Datasets for Transformer-based Language Models Mohammadreza Tayaranian S. H. Mozafari Brett H. Meyer J. Clark Warren J. Gross 19 1 0 11 Jul 2024
Exploring Internal Numeracy in Language Models: A Case Study on ALBERT Ulme Wennberg G. Henter MILM 26 1 0 25 Apr 2024
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
Where does In-context Translation Happen in Large Language Models Suzanna Sia David Mueller Kevin Duh LRM 27 0 0 07 Mar 2024
Probing Critical Learning Dynamics of PLMs for Hate Speech Detection Sarah Masud Mohammad Aflah Khan Vikram Goyal Md. Shad Akhtar Tanmoy Chakraborty 11 0 0 03 Feb 2024
k* Distribution: Evaluating the Latent Space of Deep Neural Networks using Local Neighborhood Analysis Shashank Kotyan Tatsuya Ueda Danilo Vasconcellos Vargas 11 1 0 07 Dec 2023
Scaling up Discovery of Latent Concepts in Deep NLP Models Majd Hawasly Fahim Dalvi Nadir Durrani 21 2 0 20 Aug 2023
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation Charles OÑeill Y. Ting 丁 I. Ciucă Jack Miller Thang Bui SyDa 26 1 0 15 Aug 2023
Understanding and Mitigating Spurious Correlations in Text Classification with Neighborhood Analysis Oscar Chew Hsuan-Tien Lin Kai-Wei Chang Kuan-Hao Huang 17 5 0 23 May 2023
NxPlain: Web-based Tool for Discovery of Latent Concepts Fahim Dalvi Nadir Durrani Hassan Sajjad Tamim Jaban Musab Husaini Ummar Abbas 13 1 0 06 Mar 2023
ConceptX: A Framework for Latent Concept Analysis Firoj Alam Fahim Dalvi Nadir Durrani Hassan Sajjad A. Khan Jia Xu 12 5 0 12 Nov 2022
Discovering Salient Neurons in Deep NLP Models Nadir Durrani Fahim Dalvi Hassan Sajjad KELM MILM 9 15 0 27 Jun 2022
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 17 9 0 01 Jul 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