PromptBERT: Improving BERT Sentence Embeddings with Prompts

12 January 2022

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

21 / 21 papers shown

Title
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 121 4 0 28 Nov 2024
Unveiling Key Aspects of Fine-Tuning in Sentence Embeddings: A Representation Rank Analysis Euna Jung Jaeill Kim Jungmin Ko Jinwoo Park Wonjong Rhee 40 0 0 18 May 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 32 10 0 15 Mar 2024
UNSEE: Unsupervised Non-contrastive Sentence Embeddings Ömer Veysel Çagatan SSL 21 0 0 27 Jan 2024
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought Bowen Zhang Kehua Chang Chunping Li SSL 30 6 0 20 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 36 40 0 31 Jul 2023
Not wacky vs. definitely wacky: A study of scalar adverbs in pretrained language models Isabelle Lorge J. Pierrehumbert 36 0 0 25 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 16 3 0 18 May 2023
Instance Smoothed Contrastive Learning for Unsupervised Sentence Embedding Hongliang He Junlei Zhang Zhenzhong Lan Yue Zhang 33 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 24 6 0 04 May 2023
Differentiable Data Augmentation for Contrastive Sentence Representation Learning Tianduo Wang Wei Lu SSL 30 9 0 29 Oct 2022
Prompt-based Connective Prediction Method for Fine-grained Implicit Discourse Relation Recognition Hao Zhou Man Lan Yuanbin Wu YueFeng Chen Meirong Ma 22 26 0 13 Oct 2022
Non-Linguistic Supervision for Contrastive Learning of Sentence Embeddings Yiren Jian Chongyang Gao Soroush Vosoughi SSL 18 15 0 20 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 53 15 0 09 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
E2S2: Encoding-Enhanced Sequence-to-Sequence Pretraining for Language Understanding and Generation Qihuang Zhong Liang Ding Juhua Liu Bo Du Dacheng Tao 33 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 29 65 0 10 May 2022
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,918 0 31 Dec 2020
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 297 6,950 0 20 Apr 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016