PromptBERT: Improving BERT Sentence Embeddings with Prompts

12 January 2022

Papers citing "PromptBERT: Improving BERT Sentence Embeddings with Prompts"

50 / 62 papers shown

Title
TNCSE: Tensor's Norm Constraints for Unsupervised Contrastive Learning of Sentence Embeddings Tianyu Zong Bingkang Shi Hongzhu Yi Jungang Xu SSL 60 0 0 17 Mar 2025
Domain Adaptation for Japanese Sentence Embeddings with Contrastive Learning based on Synthetic Sentence Generation Zihao Chen H. Handa Miho Ohsaki Kimiaki Shirahama 59 0 0 12 Mar 2025
DEUCE: Dual-diversity Enhancement and Uncertainty-awareness for Cold-start Active Learning Jiaxin Guo Cheng Chen Shuzhen Li Tianze Zhang 63 0 0 01 Feb 2025
Sparse Attention Vectors: Generative Multimodal Model Features Are Discriminative Vision-Language Classifiers Chancharik Mitra Brandon Huang Tianning Chai Zhiqiu Lin Assaf Arbelle Rogerio Feris Leonid Karlinsky Trevor Darrell Deva Ramanan Roei Herzig VLM 137 4 0 28 Nov 2024
LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory Di Wu Hongwei Wang Wenhao Yu Yuwei Zhang Kai-Wei Chang Dong Yu RALM KELM 46 13 0 14 Oct 2024
Instruction Embedding: Latent Representations of Instructions Towards Task Identification Yiwei Li Jiayi Shi Shaoxiong Feng Peiwen Yuan Xinglin Wang Boyuan Pan Heda Wang Yao Hu Kan Li 33 2 0 29 Sep 2024
Enhancing Unsupervised Sentence Embeddings via Knowledge-Driven Data Augmentation and Gaussian-Decayed Contrastive Learning Peichao Lai Zhengfeng Zhang Wentao Zhang Fangcheng Fu Bin Cui 33 0 0 19 Sep 2024
Label-Guided Prompt for Multi-label Few-shot Aspect Category Detection ChaoFeng Guan Yaohui Zhu Yu Bai LingYun Wang 14 0 0 30 Jul 2024
E5-V: Universal Embeddings with Multimodal Large Language Models Ting Jiang Minghui Song Zihan Zhang Haizhen Huang Weiwei Deng Feng Sun Qi Zhang Deqing Wang Fuzhen Zhuang VLM 33 22 0 17 Jul 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 32 0 0 25 May 2024
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis Euna Jung Jaeill Kim Jungmin Ko Jinwoo Park Wonjong Rhee 54 0 0 18 May 2024
SetCSE: Set Operations using Contrastive Learning of Sentence Embeddings Kang Liu 35 3 0 25 Apr 2024
Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models Bowen Zhang Kehua Chang Chunping Li 42 11 0 05 Apr 2024
Take Care of Your Prompt Bias! Investigating and Mitigating Prompt Bias in Factual Knowledge Extraction Ziyang Xu Keqin Peng Liang Ding Dacheng Tao Xiliang Lu 34 10 0 15 Mar 2024
Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings Junlong Liu Xichen Shang Hu Feng Junhao Zheng Qianli Ma SSL AI4TS 38 0 0 23 Feb 2024
Can GNN be Good Adapter for LLMs? Xuanwen Huang Kaiqiao Han Yang Yang Dezheng Bao Quanjin Tao Ziwei Chai Qi Zhu AI4CE 28 39 0 20 Feb 2024
Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding Alessandro Achille Greg Ver Steeg Tian Yu Liu Matthew Trager Carson Klingenberg Stefano Soatto 33 1 0 14 Feb 2024
UNSEE: Unsupervised Non-contrastive Sentence Embeddings Ömer Veysel Çagatan SSL 29 0 0 27 Jan 2024
DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning Xinghao Wang Junliang He Pengyu Wang Yunhua Zhou Tianxiang Sun Xipeng Qiu AI4TS 30 3 0 24 Jan 2024
Meaning Representations from Trajectories in Autoregressive Models Tian Yu Liu Matthew Trager Alessandro Achille Pramuditha Perera L. Zancato Stefano Soatto 29 14 0 23 Oct 2023
HiCL: Hierarchical Contrastive Learning of Unsupervised Sentence Embeddings Zhuofeng Wu Chaowei Xiao V. Vydiswaran 28 2 0 15 Oct 2023
Contrastive Prompt Learning-based Code Search based on Interaction Matrix Yubo Zhang Yanfang Liu Xinxin Fan Yunfeng Lu 34 2 0 10 Oct 2023
AnglE-optimized Text Embeddings Xianming Li Jing Li RALM 24 94 0 22 Sep 2023
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought Bowen Zhang Kehua Chang Chunping Li SSL 38 6 0 20 Sep 2023
DebCSE: Rethinking Unsupervised Contrastive Sentence Embedding Learning in the Debiasing Perspective Pu Miao Zeyao Du Junlin Zhang SSL 24 5 0 14 Sep 2023
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model Mingxin Li Richong Zhang Zhijie Nie Yongyi Mao 31 1 0 12 Sep 2023
Manifold-based Verbalizer Space Re-embedding for Tuning-free Prompt-based Classification Hao Wang Sendong Zhao Chi-Liang Liu Nuwa Xi Muzhen Cai Bing Qin Ting Liu 29 1 0 08 Sep 2023
Scaling Sentence Embeddings with Large Language Models Ting Jiang Shaohan Huang Zhongzhi Luan Deqing Wang Fuzhen Zhuang LRM 44 40 0 31 Jul 2023
SIFTER: A Task-specific Alignment Strategy for Enhancing Sentence Embeddings Chaohui Yu Wenhao Zhu Chaoming Liu Xiaoyu Zhang Qiuhong Zhai 31 0 0 21 Jun 2023
Language models are not naysayers: An analysis of language models on negation benchmarks Thinh Hung Truong Timothy Baldwin Karin Verspoor Trevor Cohn 40 54 0 14 Jun 2023
Revealing the Blind Spot of Sentence Encoder Evaluation by HEROS Cheng-Han Chiang Yung-Sung Chuang James R. Glass Hung-yi Lee AI4TS 34 3 0 08 Jun 2023
Not wacky vs. definitely wacky: A study of scalar adverbs in pretrained language models Isabelle Lorge J. Pierrehumbert 44 0 0 25 May 2023
C-STS: Conditional Semantic Textual Similarity Ameet Deshpande Carlos E. Jimenez Howard Chen Vishvak Murahari Victoria Graf Tanmay Rajpurohit Ashwin Kalyan Danqi Chen Karthik Narasimhan 28 3 0 24 May 2023
Contrastive Learning of Sentence Embeddings from Scratch Junlei Zhang Zhenzhong Lan Junxian He SSL 28 21 0 24 May 2023
Sentence Representations via Gaussian Embedding Shohei Yoda Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 30 1 0 22 May 2023
From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment Yu Zhao Yike Wu Xiangrui Cai Ying Zhang Haiwei Zhang Xiaojie Yuan 32 12 0 19 May 2023
Ditto: A Simple and Efficient Approach to Improve Sentence Embeddings Qian Chen Wen Wang Qinglin Zhang Siqi Zheng Chong Deng Hai Yu Jiaqing Liu Yukun Ma Chong Zhang 32 3 0 18 May 2023
Clustering-Aware Negative Sampling for Unsupervised Sentence Representation Jinghao Deng Fanqi Wan Tao Yang Xiaojun Quan Rui Wang SSL 22 9 0 17 May 2023
Adapting Sentence Transformers for the Aviation Domain Liya Wang Jason Chou Dave Rouck A. Tien Diane M. Baumgartner AI4TS 28 4 0 16 May 2023
Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding Hongliang He Junlei Zhang Zhenzhong Lan Yue Zhang 35 5 0 12 May 2023
VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets V. Saxena Nils Rethmeier Gijs Van Dijck Gerasimos Spanakis 26 6 0 04 May 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback M. Abouheaf W. Gueaieb Md. Suruz Miah D. Spinello Xipeng Qiu 59 37 0 03 May 2023
D2CSE: Difference-aware Deep continuous prompts for Contrastive Sentence Embeddings HyunJae Lee VLM 24 0 0 18 Apr 2023
Weighted Sampling for Masked Language Modeling Linhan Zhang Qian Chen Wen Wang Chong Deng Xin Cao Kongzhang Hao Yuxin Jiang Wen Wang 32 2 0 28 Feb 2023
NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation Xuansheng Wu Zhiyi Zhao Ninghao Liu 27 0 0 24 Feb 2023
Contrastive Learning with Prompt-derived Virtual Semantic Prototypes for Unsupervised Sentence Embedding Jiali Zeng Yongjing Yin Yu Jiang Shuangzhi Wu Yunbo Cao SSL 29 13 0 07 Nov 2022
Generate, Discriminate and Contrast: A Semi-Supervised Sentence Representation Learning Framework Yiming Chen Yan Zhang Bin Wang Zuozhu Liu Haizhou Li 40 25 0 30 Oct 2022
Differentiable Data Augmentation for Contrastive Sentence Representation Learning Tianduo Wang Wei Lu SSL 47 9 0 29 Oct 2022
Bi-Link: Bridging Inductive Link Predictions from Text via Contrastive Learning of Transformers and Prompts Bohua Peng Shi Liang Mobarakol Islam 25 1 0 26 Oct 2022
Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition Hao Zhou Man Lan Yuanbin Wu YueFeng Chen Meirong Ma 30 26 0 13 Oct 2022