On the Sentence Embeddings from Pre-trained Language Models

2 November 2020

Lei Li

Papers citing "On the Sentence Embeddings from Pre-trained Language Models"

50 / 82 papers shown

Title
Continuous Adversarial Text Representation Learning for Affective Recognition Seungah Son Andrez Saurez Dongsoo Har 38 0 0 28 Feb 2025
SEMDR: A Semantic-Aware Dual Encoder Model for Legal Judgment Prediction with Legal Clue Tracing Pengjie Liu Wang Zhang Yulong Ding Xuefeng Zhang Shuang-Hua Yang AILaw 32 1 0 19 Aug 2024
Towards a Holistic Framework for Multimodal Large Language Models in Three-dimensional Brain CT Report Generation Cheng-Yi Li Kao-Jung Chang Cheng-Fu Yang Hsin-Yu Wu Wenting Chen ... Yu-Chun Chen Shih-Pin Chen J. Lirng Kai-Wei Chang Shih-Hwa Chiou LM&MA MedIm 38 3 0 02 Jul 2024
An Efficient Self-Supervised Cross-View Training For Sentence Embedding Peerat Limkonchotiwat Wuttikorn Ponwitayarat Lalita Lowphansirikul Can Udomcharoenchaikit E. Chuangsuwanich Sarana Nutanong SSL AI4TS 27 4 0 06 Nov 2023
DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective Pu Miao Zeyao Du Junlin Zhang SSL 16 5 0 14 Sep 2023
Text Matching Improves Sequential Recommendation by Reducing Popularity Biases Zhenghao Liu Senkun Mei Chenyan Xiong Xiaohua Li Shi Yu Zhiyuan Liu Yu Gu Ge Yu 25 20 0 27 Aug 2023
Challenging Decoder helps in Masked Auto-Encoder Pre-training for Dense Passage Retrieval Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie RALM 33 3 0 22 May 2023
Distilling Semantic Concept Embeddings from Contrastively Fine-Tuned Language Models Na Li Hanane Kteich Zied Bouraoui Steven Schockaert 25 9 0 16 May 2023
Unsupervised Sentence Representation Learning with Frequency-induced Adversarial Tuning and Incomplete Sentence Filtering Bing Wang Ximing Li Zhiyao Yang Yuanyuan Guan Jiayin Li Sheng-sheng Wang 29 6 0 15 May 2023
Compressing Sentence Representation with maximum Coding Rate Reduction Domagoj Ševerdija Tomislav Prusina Antonio Jovanovic Luka Borozan Jurica Maltar Domagoj Matijević 19 2 0 25 Apr 2023
Improving Speech Translation by Cross-Modal Multi-Grained Contrastive Learning Hao Zhang Nianwen Si Yaqi Chen Wenlin Zhang Xukui Yang Dan Qu Weiqiang Zhang 35 9 0 20 Apr 2023
ESimCSE Unsupervised Contrastive Learning Jointly with UDA Semi-Supervised Learning for Large Label System Text Classification Mode Ruan Lu Zhou Hangcheng Ran Meng Zhao Jin Qin JiaoYu Wei Feng Wang ChenZi 40 0 0 19 Apr 2023
Graph2topic: an opensource topic modeling framework based on sentence embedding and community detection Leihan Zhang Jiapeng Liu Qiang Yan 33 1 0 13 Apr 2023
ESCL: Equivariant Self-Contrastive Learning for Sentence Representations Jie Liu Yixuan Liu Xue Han Chao Deng Junlan Feng SSL 24 2 0 09 Mar 2023
CTRLStruct: Dialogue Structure Learning for Open-Domain Response Generation Congchi Yin Pijian Li Z. Ren 31 11 0 02 Mar 2023
Weighted Sampling for Masked Language Modeling Linhan Zhang Qian Chen Wen Wang Chong Deng Xin Cao Kongzhang Hao Yuxin Jiang Wen Wang 24 2 0 28 Feb 2023
NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation Xuansheng Wu Zhiyi Zhao Ninghao Liu 6 0 0 24 Feb 2023
Bag of Tricks for Effective Language Model Pretraining and Downstream Adaptation: A Case Study on GLUE Qihuang Zhong Liang Ding Keqin Peng Juhua Liu Bo Du Li Shen Yibing Zhan Dacheng Tao VLM 39 13 0 18 Feb 2023
Representation biases in sentence transformers Dmitry Nikolaev Sebastian Padó 21 7 0 30 Jan 2023
Global Flood Prediction: a Multimodal Machine Learning Approach C. Zeng Dimitris Bertsimas AI4CE 33 8 0 29 Jan 2023
MED-SE: Medical Entity Definition-based Sentence Embedding Hyeonbin Hwang Haanju Yoo Yera Choi MedIm 29 0 0 09 Dec 2022
L3Cube-MahaSBERT and HindSBERT: Sentence BERT Models and Benchmarking BERT Sentence Representations for Hindi and Marathi Ananya Joshi Aditi Kajale Janhavi Gadre Samruddhi Deode Raviraj Joshi 39 11 0 21 Nov 2022
Embracing Ambiguity: Improving Similarity-oriented Tasks with Contextual Synonym Knowledge Yongqian Li Jiaoyan Chen Hai-Tao Zheng Tianyu Yu Xi Chen Haitao Zheng 14 14 0 20 Nov 2022
An Efficient Active Learning Pipeline for Legal Text Classification Sepideh Mamooler R. Lebret Stéphane Massonnet Karl Aberer AILaw 24 4 0 15 Nov 2022
Using Large Pre-Trained Language Model to Assist FDA in Premarket Medical Device Zongzhe Xu LM&MA MedIm 27 0 0 03 Nov 2022
BERT-Flow-VAE: A Weakly-supervised Model for Multi-Label Text Classification Ziwen Liu J. Grau-Bové Scott Orr 14 1 0 27 Oct 2022
Sentence Representation Learning with Generative Objective rather than Contrastive Objective Bohong Wu Hai Zhao SSL 22 9 0 16 Oct 2022
Transparency Helps Reveal When Language Models Learn Meaning Zhaofeng Wu William Merrill Hao Peng Iz Beltagy Noah A. Smith 19 9 0 14 Oct 2022
Towards Structure-aware Paraphrase Identification with Phrase Alignment Using Sentence Encoders Qiwei Peng David J. Weir Julie Weeds 18 3 0 11 Oct 2022
Unsupervised Sentence Textual Similarity with Compositional Phrase Semantics Zihao Wang Jiaheng Dou Yong Zhang OT 34 4 0 05 Oct 2022
Regularized Contrastive Learning of Semantic Search Mingxi Tan Alexis Rolland Andong Tian 18 0 0 27 Sep 2022
An Information Minimization Based Contrastive Learning Model for Unsupervised Sentence Embeddings Learning Shaobin Chen Jie Zhou Yuling Sun Liang He SSL 23 6 0 22 Sep 2022
Don't Judge a Language Model by Its Last Layer: Contrastive Learning with Layer-Wise Attention Pooling Dongsuk Oh Yejin Kim Hodong Lee Huimin Huang Heu-Jeoung Lim 10 10 0 13 Sep 2022
Block-SCL: Blocking Matters for Supervised Contrastive Learning in Product Matching Mario Almagro David Jiménez-Cabello Diego Ortego Emilio Almazán Eva Martínez 19 3 0 05 Jul 2022
Towards Universal Sequence Representation Learning for Recommender Systems Yupeng Hou Shanlei Mu Wayne Xin Zhao Yaliang Li Bolin Ding Ji-Rong Wen AI4TS 19 198 0 13 Jun 2022
Improving Contrastive Learning of Sentence Embeddings with Case-Augmented Positives and Retrieved Negatives Wei Wang Liangzhu Ge Jingqiao Zhang Cheng Yang 22 20 0 06 Jun 2022
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao 49 27 0 30 May 2022
Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words Kaitlyn Zhou Kawin Ethayarajh Dallas Card Dan Jurafsky 31 66 0 10 May 2022
Sentence-level Privacy for Document Embeddings Casey Meehan Khalil Mrini Kamalika Chaudhuri 16 19 0 10 May 2022
Label Anchored Contrastive Learning for Language Understanding Zhenyu Zhang Yuming Zhao Meng Chen Xiaodong He 18 13 0 26 Apr 2022
Flow-Adapter Architecture for Unsupervised Machine Translation Yihong Liu Haris Jabbar Hinrich Schütze AI4CE 11 8 0 26 Apr 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 38 220 0 21 Apr 2022
Retrieval of Scientific and Technological Resources for Experts and Scholars Suyu Ouyang Yingxia Shao Ang Li 24 0 0 13 Apr 2022
Knowledge Graph and Accurate Portrait Construction of Scientific and Technological Academic Conferences Runyu Yu Zhe Xue Ang Li 26 0 0 11 Apr 2022
Semantic Similarity Computing for Scientific Academic Conferences fused with domain features Runyu Yu Yawen Li Ang Li 13 0 0 21 Mar 2022
Contrastive Learning of Sociopragmatic Meaning in Social Media Chiyu Zhang Muhammad Abdul-Mageed Ganesh Jawahar 30 1 0 15 Mar 2022
Just Rank: Rethinking Evaluation with Word and Sentence Similarities Bin Wang C.-C. Jay Kuo Haizhou Li ELM 19 29 0 05 Mar 2022
Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning Weixin Liang Yuhui Zhang Yongchan Kwon Serena Yeung James Zou VLM 40 388 0 03 Mar 2022
Topic Discovery via Latent Space Clustering of Pretrained Language Model Representations Yu Meng Yunyi Zhang Jiaxin Huang Yu Zhang Jiawei Han 50 56 0 09 Feb 2022
Dialog Intent Induction via Density-based Deep Clustering Ensemble Jiashu Pu Guandan Chen Yongzhu Chang Xiaoxi Mao 14 1 0 18 Jan 2022