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Neural Embeddings for Text

17 August 2022

Papers citing "Neural Embeddings for Text"

22 / 22 papers shown

Title
Masked Autoencoders As The Unified Learners For Pre-Trained Sentence Representation Alexander H. Liu Samuel J. Yang 78 6 0 30 Jul 2022
DiffCSE: Difference-based Contrastive Learning for Sentence Embeddings Yung-Sung Chuang Rumen Dangovski Hongyin Luo Yang Zhang Shiyu Chang M. Soljavcić Shang-Wen Li Wen-tau Yih Yoon Kim James R. Glass 107 228 0 21 Apr 2022
Quality Controlled Paraphrase Generation Elron Bandel R. Aharonov Michal Shmueli-Scheuer Ilya Shnayderman Noam Slonim L. Ein-Dor 57 38 0 21 Mar 2022
SGPT: GPT Sentence Embeddings for Semantic Search Niklas Muennighoff RALM 153 185 0 17 Feb 2022
Should You Mask 15% in Masked Language Modeling? Alexander Wettig Tianyu Gao Zexuan Zhong Danqi Chen CVBM 67 166 0 16 Feb 2022
Pairwise Supervised Contrastive Learning of Sentence Representations Dejiao Zhang Shang-Wen Li Wei Xiao Henghui Zhu Ramesh Nallapati Andrew O. Arnold Bing Xiang SSL 88 52 0 12 Sep 2021
ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer Yuanmeng Yan Rumei Li Sirui Wang Fuzheng Zhang Wei Wu Weiran Xu SSL 121 557 0 25 May 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 261 3,396 0 18 Apr 2021
Disentangling Semantics and Syntax in Sentence Embeddings with Pre-trained Language Models James Y. Huang Kuan-Hao Huang Kai-Wei Chang 70 21 0 11 Apr 2021
Is human scoring the best criteria for summary evaluation? Oleg V. Vasilyev John Bohannon 41 11 0 29 Dec 2020
An Unsupervised Sentence Embedding Method by Mutual Information Maximization Yan Zhang Ruidan He Zuozhu Liu Kwan Hui Lim Lidong Bing SSL 81 180 0 25 Sep 2020
SummEval: Re-evaluating Summarization Evaluation Alexander R. Fabbri Wojciech Kry'sciñski Bryan McCann Caiming Xiong R. Socher Dragomir R. Radev HILM 97 713 0 24 Jul 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 165 908 0 03 Jul 2020
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations John Giorgi Osvald Nitski Bo Wang Gary D. Bader SSL 93 497 0 05 Jun 2020
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations Fernando Alva-Manchego Louis Martin Antoine Bordes Carolina Scarton Benoît Sagot Lucia Specia 51 144 0 01 May 2020
Fill in the BLANC: Human-free quality estimation of document summaries Oleg V. Vasilyev Vedant Dharnidharka John Bohannon 3DH 80 118 0 23 Feb 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,226 0 27 Aug 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation Daniel Cer Mona T. Diab Eneko Agirre I. Lopez-Gazpio Lucia Specia 430 1,882 0 31 Jul 2017
Character-level Convolutional Networks for Text Classification Xiang Zhang Jiaqi Zhao Yann LeCun 268 6,113 0 04 Sep 2015
Deep metric learning using Triplet network Elad Hoffer Nir Ailon SSL DML 195 1,998 0 20 Dec 2014
Learning Fine-grained Image Similarity with Deep Ranking Jiang Wang Yang Song Thomas Leung C. Rosenberg Jingbin Wang James Philbin Bo Chen Ying Nian Wu SSL 112 1,318 0 17 Apr 2014