TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning

14 April 2021

Kexin Wang

Papers citing "TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning"

35 / 35 papers shown

Title
CareerBERT: Matching Resumes to ESCO Jobs in a Shared Embedding Space for Generic Job Recommendations Julian Rosenberger Lukas Wolfrum Sven Weinzierl Mathias Kraus Patrick Zschech 60 0 0 03 Mar 2025
News Without Borders: Domain Adaptation of Multilingual Sentence Embeddings for Cross-lingual News Recommendation Andreea Iana Fabian David Schmidt Goran Glavas Heiko Paulheim 71 3 0 20 Jan 2025
The Russian-focused embedders' exploration: ruMTEB benchmark and Russian embedding model design Artem Snegirev Maria Tikhonova Anna Maksimova Alena Fenogenova Alexander Abramov 34 4 0 22 Aug 2024
Space Decomposition for Sentence Embedding Wuttikorn Ponwitayarat Peerat Limkonchotiwat E. Chuangsuwanich Sarana Nutanong 26 0 0 05 Jun 2024
Improved Out-of-Scope Intent Classification with Dual Encoding and Threshold-based Re-Classification Hossam Zawbaa Wael Rashwan Sourav Dutta H. Assem OODD 46 0 0 30 May 2024
RAR-b: Reasoning as Retrieval Benchmark Chenghao Xiao G. Thomas Al Moubayed LRM RALM 36 8 0 09 Apr 2024
SemEval-2024 Task 1: Semantic Textual Relatedness for African and Asian Languages N. Ousidhoum Shamsuddeen Hassan Muhammad Mohamed Abdalla Idris Abdulmumin I. Ahmad ... Thamar Solorio Nirmal Surange Krishnapriya Vishnubhotla Seid Muhie Yimam Saif M. Mohammad 47 11 0 27 Mar 2024
Deep Learning-based Computational Job Market Analysis: A Survey on Skill Extraction and Classification from Job Postings Elena Senger Mike Zhang Rob van der Goot Barbara Plank 34 7 0 08 Feb 2024
Domain Adaptation of Multilingual Semantic Search -- Literature Review Anna Bringmann Anastasia Zhukova VLM 41 0 0 05 Feb 2024
Leveraging Domain Adaptation and Data Augmentation to Improve Quránic IR in English and Arabic Vera Pavlova 23 2 0 05 Dec 2023
Boot and Switch: Alternating Distillation for Zero-Shot Dense Retrieval Fan Jiang Qiongkai Xu Tom Drummond Trevor Cohn 21 2 0 27 Nov 2023
Some Like It Small: Czech Semantic Embedding Models for Industry Applications Jirí Bednár Jakub Náplava Petra Barancíková Ondrej Lisický 30 5 0 23 Nov 2023
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification Yongxin Huang Kexin Wang Sourav Dutta Raj Nath Patel Goran Glavas Iryna Gurevych VLM 20 4 0 01 Nov 2023
Extracting Text Representations for Terms and Phrases in Technical Domains Francesco Fusco Diego Antognini 35 0 0 25 May 2023
A Comprehensive Survey of Sentence Representations: From the BERT Epoch to the ChatGPT Era and Beyond Abhinav Ramesh Kashyap Thang-Tung Nguyen Viktor Schlegel Stefan Winkler See-Kiong Ng Soujanya Poria AI4TS 3DV SSL 37 6 0 22 May 2023
Tsetlin Machine Embedding: Representing Words Using Logical Expressions Bimal Bhattarai Ole-Christoffer Granmo Lei Jiao Rohan Kumar Yadav Jivitesh Sharma NAI 14 12 0 02 Jan 2023
Relational Sentence Embedding for Flexible Semantic Matching Bin Wang Haizhou Li 27 4 0 17 Dec 2022
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer Zhengbao Jiang Luyu Gao Jun Araki Haibo Ding Zhiruo Wang Jamie Callan Graham Neubig RALM 27 40 0 05 Dec 2022
Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives Si Sun Chenyan Xiong Yue Yu Arnold Overwijk Zhiyuan Liu Jie Bao 40 6 0 31 Oct 2022
COCO-DR: Combating Distribution Shifts in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning Yue Yu Chenyan Xiong Si Sun Chao Zhang Arnold Overwijk VLM OOD 50 22 0 27 Oct 2022
Bootstrapping meaning through listening: Unsupervised learning of spoken sentence embeddings Jian Zhu Zuoyu Tian Yadong Liu Cong Zhang Chia-wen Lo SSL 32 2 0 23 Oct 2022
AugCSE: Contrastive Sentence Embedding with Diverse Augmentations Zilu Tang Muhammed Yusuf Kocyigit Derry Wijaya 35 9 0 20 Oct 2022
MTEB: Massive Text Embedding Benchmark Niklas Muennighoff Nouamane Tazi L. Magne Nils Reimers 28 375 0 13 Oct 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings Yiren Jian Chongyang Gao Soroush Vosoughi SSL 31 15 0 20 Sep 2022
RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder Shitao Xiao Zheng Liu Yingxia Shao Bo Zhao RALM 120 110 0 24 May 2022
From Distillation to Hard Negative Sampling: Making Sparse Neural IR Models More Effective Thibault Formal Carlos Lassance Benjamin Piwowarski S. Clinchant VLM 26 139 0 10 May 2022
Towards Automatic Construction of Filipino WordNet: Word Sense Induction and Synset Induction Using Sentence Embeddings Dan John Velasco Axel Alba Trisha Gail Pelagio Bryce Anthony Ramirez Unisse C. Chua Briane Paul Samson Jan Christian Blaise Cruz C. Cheng 21 4 0 07 Apr 2022
Just Rank: Rethinking Evaluation with Word and Sentence Similarities Bin Wang C.-C. Jay Kuo Haizhou Li ELM 24 29 0 05 Mar 2022
A Mutually Reinforced Framework for Pretrained Sentence Embeddings Junhan Yang Zheng Liu Shitao Xiao Jianxun Lian Lijun Wu Defu Lian Guangzhong Sun Xing Xie SSL 16 2 0 28 Feb 2022
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 20 8 0 07 Feb 2022
Establishing Strong Baselines for TripClick Health Retrieval Sebastian Hofstatter Sophia Althammer Mete Sertkan Allan Hanbury MedIm 31 12 0 02 Jan 2022
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval Kexin Wang Nandan Thakur Nils Reimers Iryna Gurevych VLM 24 149 0 14 Dec 2021
Virtual Augmentation Supported Contrastive Learning of Sentence Representations Dejiao Zhang Wei Xiao Henghui Zhu Xiaofei Ma Andrew O. Arnold SSL 51 29 0 16 Oct 2021
Bank transactions embeddings help to uncover current macroeconomics Maria Begicheva Alexey Zaytsev 21 4 0 14 Oct 2021
Self-Guided Contrastive Learning for BERT Sentence Representations Taeuk Kim Kang Min Yoo Sang-goo Lee SSL 39 202 0 03 Jun 2021