Relevance-guided Supervision for OpenQA with ColBERT

Relevance-guided Supervision for OpenQA with ColBERT

1 July 2020

Christopher Potts

Matei A. Zaharia

Papers citing "Relevance-guided Supervision for OpenQA with ColBERT"

18 / 18 papers shown

Title
Multimodal semantic retrieval for product search Dong Liu Esther Lopez Ramos 41 0 0 13 Jan 2025
Using Weak Supervision and Data Augmentation in Question Answering Chumki Basu Binyuan Hui Allen McIntosh Wei Wang J. Wullert OOD 46 0 0 28 Sep 2023
Retrieval as Attention: End-to-end Learning of Retrieval and Reading within a Single Transformer Zhengbao Jiang Luyu Gao Jun Araki Haibo Ding Zhiruo Wang Jamie Callan Graham Neubig RALM 27 40 0 05 Dec 2022
A Survey for Efficient Open Domain Question Answering Qin Zhang Shan Chen Dongkuan Xu Qingqing Cao Xiaojun Chen Trevor Cohn Meng Fang 28 33 0 15 Nov 2022
Passage-Mask: A Learnable Regularization Strategy for Retriever-Reader Models Shujian Zhang Chengyue Gong Xingchao Liu RALM 39 6 0 02 Nov 2022
Enhanced vectors for top-k document retrieval in Question Answering M. Hammad 14 0 0 08 Oct 2022
Variational Open-Domain Question Answering Valentin Liévin Andreas Geert Motzfeldt Ida Riis Jensen Ole Winther OOD BDL 31 8 0 23 Sep 2022
Generate rather than Retrieve: Large Language Models are Strong Context Generators W. Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng-Long Jiang RALM AIMat 226 321 0 21 Sep 2022
X-CLIP: End-to-End Multi-grained Contrastive Learning for Video-Text Retrieval Yiwei Ma Guohai Xu Xiaoshuai Sun Ming Yan Ji Zhang Rongrong Ji CLIP VLM 20 269 0 15 Jul 2022
Fast and Light-Weight Answer Text Retrieval in Dialogue Systems H. Wan S. Patel J. William Murdock Saloni Potdar Sachindra Joshi 30 1 0 27 May 2022
Unsupervised Dense Information Retrieval with Contrastive Learning Gautier Izacard Mathilde Caron Lucas Hosseini Sebastian Riedel Piotr Bojanowski Armand Joulin Edouard Grave RALM 29 808 0 16 Dec 2021
ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction Keshav Santhanam Omar Khattab Jon Saad-Falcon Christopher Potts Matei A. Zaharia 34 382 0 02 Dec 2021
Building a Question Answering System for the Manufacturing Domain Liu Xingguang Cheng Zhenbo Shen Zhengyuan Zhang Haoxin Meng Hangcheng Xu Xuesong Xiao Gang 32 9 0 19 Nov 2021
Hindsight: Posterior-guided training of retrievers for improved open-ended generation Ashwin Paranjape Omar Khattab Christopher Potts Matei A. Zaharia Christopher D. Manning RALM 72 43 0 14 Oct 2021
Attention-guided Generative Models for Extractive Question Answering Peng-Tao Xu Davis Liang Zhiheng Huang Bing Xiang 33 18 0 12 Oct 2021
Pruning the Index Contents for Memory Efficient Open-Domain QA Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 21 8 0 21 Feb 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 213 251 0 04 Jan 2021
Answering Open-Domain Questions of Varying Reasoning Steps from Text Peng Qi Haejun Lee OghenetegiriTGSido Christopher D. Manning KELM RALM LRM 191 55 0 23 Oct 2020