A Comprehensive Survey of Sentence Representations: From the BERT Epoch
to the ChatGPT Era and Beyond

A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond

22 May 2023

Abhinav Ramesh Kashyap

Thang-Tung Nguyen

Viktor Schlegel

See-Kiong Ng

Papers citing "A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond"

15 / 15 papers shown

Title
A Retrieval-Based Approach to Medical Procedure Matching in Romanian Andrei Niculae Adrian Cosma Emilian Radoi 57 0 0 26 Mar 2025
An Empirical Study on Capability of Large Language Models in Understanding Code Semantics Thu-Trang Nguyen Thanh Trong Vu H. Vo Son Nguyen ELM 33 2 0 04 Jul 2024
Recent advances in text embedding: A Comprehensive Review of Top-Performing Methods on the MTEB Benchmark Hongliu Cao AI4TS 27 11 0 27 May 2024
DefSent+: Improving sentence embeddings of language models by projecting definition sentences into a quasi-isotropic or isotropic vector space of unlimited dictionary entries Xiaodong Liu 29 0 0 25 May 2024
Translation Aligned Sentence Embeddings for Turkish Language Eren Unlu Unver Ciftci 18 0 0 16 Nov 2023
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework Yiming Chen Yan Zhang Bin Wang Zuozhu Liu Haizhou Li 27 24 0 30 Oct 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning Tianduo Wang Wei Lu SSL 30 9 0 29 Oct 2022
Efficient Few-Shot Learning Without Prompts Lewis Tunstall Nils Reimers Unso Eun Seo Jo Luke Bates Daniel Korat Moshe Wasserblat Oren Pereg VLM 26 180 0 22 Sep 2022
Ranking-Enhanced Unsupervised Sentence Representation Learning Yeon Seonwoo Guoyin Wang Changmin Seo Sajal Choudhary Jiwei Li Xiang Li Puyang Xu Sunghyun Park Alice H. Oh SSL DRL AI4TS 36 15 0 09 Sep 2022
Learning Dialogue Representations from Consecutive Utterances Zhihan Zhou Dejiao Zhang Wei Xiao Nicholas Dingwall Xiaofei Ma Andrew O. Arnold Bing Xiang SSL 44 21 0 26 May 2022
Virtual Augmentation Supported Contrastive Learning of Sentence Representations Dejiao Zhang Wei Xiao Henghui Zhu Xiaofei Ma Andrew O. Arnold SSL 44 29 0 16 Oct 2021
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings Marco Di Giovanni Marco Brambilla 15 10 0 05 Oct 2021
ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding Xing Wu Chaochen Gao Liangjun Zang Jizhong Han Zhongyuan Wang Songlin Hu SSL AILaw 28 127 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 229 961 0 17 Apr 2021
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Nandan Thakur Nils Reimers Johannes Daxenberger Iryna Gurevych 190 237 0 16 Oct 2020