Generation-Augmented Retrieval for Open-domain Question Answering

v1v2v3v4 (latest)

Generation-Augmented Retrieval for Open-domain Question Answering

Annual Meeting of the Association for Computational Linguistics (ACL), 2020

17 September 2020

Xiaodong Liu

ArXiv (abs)PDF HTML

Papers citing "Generation-Augmented Retrieval for Open-domain Question Answering"

13 / 163 papers shown

Title
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 Luyu Gao Jamie Callan RALM 535 372 0 12 Aug 2021
Domain-matched Pre-training Tasks for Dense Retrieval Barlas Oğuz Kushal Lakhotia Anchit Gupta Patrick Lewis Vladimir Karpukhin ... Xilun Chen Sebastian Riedel Anuj Kumar Sonal Gupta Yashar Mehdad RALM 179 71 0 28 Jul 2021
Condenser: a Pre-training Architecture for Dense RetrievalConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Luyu Gao Jamie Callan AI4CE 202 284 0 16 Apr 2021
A Replication Study of Dense Passage Retriever Xueguang Ma Kai Sun Ronak Pradeep Jimmy J. Lin 139 65 0 12 Apr 2021
LightningDOT: Pre-training Visual-Semantic Embeddings for Real-Time Image-Text RetrievalNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021 Siqi Sun Yen-Chun Chen Linjie Li Shuohang Wang Yuwei Fang Jingjing Liu VLM 171 89 0 16 Mar 2021
Pruning the Index Contents for Memory Efficient Open-Domain QA Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 183 8 0 21 Feb 2021
What Makes Good In-Context Examples for GPT- $3$ ?Workshop on Knowledge Extraction and Integration for Deep Learning Architectures; Deep Learning Inside Out (DEELIO), 2021 Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 550 1,588 0 17 Jan 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 464 286 0 04 Jan 2021
Rider: Reader-Guided Passage Reranking for Open-Domain Question AnsweringFindings (Findings), 2021 Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen OOD LRM 339 38 0 01 Jan 2021
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons LearnedNeural Information Processing Systems (NeurIPS), 2021 Sewon Min Jordan L. Boyd-Graber Chris Alberti Danqi Chen Eunsol Choi ... Dmytro Okhonko Michael Schlichtkrull Sonal Gupta Yashar Mehdad Anuj Kumar 234 64 0 01 Jan 2021
RocketQA: An Optimized Training Approach to Dense Passage Retrieval for Open-Domain Question AnsweringNorth American Chapter of the Association for Computational Linguistics (NAACL), 2020 Yingqi Qu Yuchen Ding Jing Liu Kai Liu Ruiyang Ren Xin Zhao Daxiang Dong Hua Wu Haifeng Wang RALM OffRL 425 676 0 16 Oct 2020
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question AnsweringInternational Conference on Learning Representations (ICLR), 2019 Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 405 309 0 24 Nov 2019
Billion-scale similarity search with GPUsIEEE Transactions on Big Data (TBD), 2017 Jeff Johnson Matthijs Douze Edouard Grave 901 4,429 0 28 Feb 2017