Topic-DPR: Topic-based Prompts for Dense Passage Retrieval

Topic-DPR: Topic-based Prompts for Dense Passage Retrieval

10 October 2023

Lei Chen

Papers citing "Topic-DPR: Topic-based Prompts for Dense Passage Retrieval"

9 / 9 papers shown

Title
Parameter-Efficient Prompt Tuning Makes Generalized and Calibrated Neural Text Retrievers Weng Lam Tam Xiao Liu Kaixuan Ji Lilong Xue Xing Zhang Yuxiao Dong Jiahua Liu Maodi Hu Jie Tang VPVLM 55 27 0 14 Jul 2022
Do Prompt-Based Models Really Understand the Meaning of their Prompts? Albert Webson Ellie Pavlick LRM 101 368 0 02 Sep 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 235 3,371 0 18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 509 4,021 0 18 Apr 2021
Learning How to Ask: Querying LMs with Mixtures of Soft Prompts Guanghui Qin J. Eisner 52 546 0 14 Apr 2021
Prefix-Tuning: Optimizing Continuous Prompts for Generation Xiang Lisa Li Percy Liang 213 4,238 0 01 Jan 2021
Approximate Nearest Neighbor Negative Contrastive Learning for Dense Text Retrieval Lee Xiong Chenyan Xiong Ye Li Kwok-Fung Tang Jialin Liu Paul N. Bennett Junaid Ahmed Arnold Overwijk 107 1,218 0 01 Jul 2020
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 516 24,351 0 26 Jul 2019
On the Use of ArXiv as a Dataset Colin B. Clement Matthew Bierbaum K. O’Keeffe Alexander A. Alemi AI4CE 287 131 0 30 Apr 2019