On Isotropy, Contextualization and Learning Dynamics of
Contrastive-based Sentence Representation Learning

On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning

18 December 2022

Noura Al Moubayed

Papers citing "On Isotropy, Contextualization and Learning Dynamics of Contrastive-based Sentence Representation Learning"

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Title
CAST: Corpus-Aware Self-similarity Enhanced Topic modelling Yanan Ma Chenghao Xiao Chenhan Yuan Sabine N van der Veer Lamiece Hassan Chenghua Lin Goran Nenadic 37 0 0 19 Oct 2024
Audio Contrastive based Fine-tuning Yang Wang Qibin Liang Chenghao Xiao Yizhi Li Noura Al Moubayed Chenghua Lin 26 0 0 21 Sep 2023
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning Yixuan Su Fangyu Liu Zaiqiao Meng Tian Lan Lei Shu Ehsan Shareghi Nigel Collier 137 57 0 07 Nov 2021
How Does Fine-tuning Affect the Geometry of Embedding Space: A Case Study on Isotropy S. Rajaee Mohammad Taher Pilehvar 71 20 0 10 Sep 2021
All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality William Timkey Marten van Schijndel 213 110 0 09 Sep 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 231 966 0 17 Apr 2021