Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index

13 June 2019

Papers citing "Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index"

40 / 90 papers shown

Title
Phrase Retrieval Learns Passage Retrieval, Too Jinhyuk Lee Alexander Wettig Danqi Chen RALM DML 30 46 0 16 Sep 2021
Medical Literature Mining and Retrieval in a Conversational Setting Souvik Das Sougata Saha Rohini Srihari 20 0 0 23 Jul 2021
Question Answering Infused Pre-training of General-Purpose Contextualized Representations Robin Jia M. Lewis Luke Zettlemoyer 18 28 0 15 Jun 2021
Simple and Efficient ways to Improve REALM Vidhisha Balachandran Ashish Vaswani Yulia Tsvetkov Niki Parmar VLM 22 5 0 18 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 246 971 0 17 Apr 2021
Pruning the Index Contents for Memory Efficient Open-Domain QA Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 26 8 0 21 Feb 2021
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations Haitian Sun Pat Verga Bhuwan Dhingra Ruslan Salakhutdinov William W. Cohen LRM 39 26 0 14 Feb 2021
PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them Patrick Lewis Yuxiang Wu Linqing Liu Pasquale Minervini Heinrich Küttler Aleksandra Piktus Pontus Stenetorp Sebastian Riedel RALM 40 229 0 13 Feb 2021
SF-QA: Simple and Fair Evaluation Library for Open-domain Question Answering Xiaopeng Lu Kyusong Lee Tiancheng Zhao 13 0 0 06 Jan 2021
EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System Sofian Chaybouti Achraf Saghe A. Shabou RALM 39 8 0 06 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 213 252 0 04 Jan 2021
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned Sewon Min Jordan L. Boyd-Graber Chris Alberti Danqi Chen Eunsol Choi ... Dmytro Okhonko M. Schlichtkrull Sonal Gupta Yashar Mehdad Wen-tau Yih 20 61 0 01 Jan 2021
Learning Dense Representations of Phrases at Scale Jinhyuk Lee Mujeen Sung Jaewoo Kang Danqi Chen RALM DML NAI 27 115 0 23 Dec 2020
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training R. Reddy Bhavani Iyer Md Arafat Sultan Rong Zhang Avirup Sil Vittorio Castelli Radu Florian Salim Roukos OOD 15 19 0 02 Dec 2020
IIRC: A Dataset of Incomplete Information Reading Comprehension Questions James Ferguson Matt Gardner Hannaneh Hajishirzi Tushar Khot Pradeep Dasigi RALM 6 53 0 13 Nov 2020
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language Inference Jianguo Zhang Kazuma Hashimoto Wenhao Liu Chien-Sheng Wu Yao Wan Philip S. Yu R. Socher Caiming Xiong 14 92 0 25 Oct 2020
Differentiable Open-Ended Commonsense Reasoning Bill Yuchen Lin Haitian Sun Bhuwan Dhingra Manzil Zaheer Xiang Ren William W. Cohen ReLM LRM 13 41 0 24 Oct 2020
Is Retriever Merely an Approximator of Reader? Sohee Yang Minjoon Seo RALM 21 39 0 21 Oct 2020
Efficient One-Pass End-to-End Entity Linking for Questions Belinda Z. Li Sewon Min Srini Iyer Yashar Mehdad Wen-tau Yih 28 44 0 06 Oct 2020
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval Tiancheng Zhao Xiaopeng Lu Kyusong Lee RALM 16 86 0 28 Sep 2020
Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering Shih-Ting Lin Greg Durrett 31 1 0 18 Sep 2020
Accelerating Real-Time Question Answering via Question Generation Yuwei Fang Shuohang Wang Zhe Gan S. Sun Jingjing Liu Chenguang Zhu OnRL 10 16 0 10 Sep 2020
Fine-Grained Relevance Annotations for Multi-Task Document Ranking and Question Answering Sebastian Hofstatter Markus Zlabinger Mete Sertkan M. Schröder Allan Hanbury RALM 8 12 0 12 Aug 2020
Answering Questions on COVID-19 in Real-Time Jinhyuk Lee Sean S. Yi Minbyul Jeong Mujeen Sung Wonjin Yoon Yonghwa Choi Miyoung Ko Jaewoo Kang 18 43 0 29 Jun 2020
Knowledge-Aided Open-Domain Question Answering Mantong Zhou Zhouxing Shi Minlie Huang Xiaoyan Zhu RALM 8 14 0 09 Jun 2020
A Cross-Task Analysis of Text Span Representations Shubham Toshniwal Freda Shi Bowen Shi Lingyu Gao Karen Livescu Kevin Gimpel 25 35 0 06 Jun 2020
How Context Affects Language Models' Factual Predictions Fabio Petroni Patrick Lewis Aleksandra Piktus Tim Rocktaschel Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM 19 228 0 10 May 2020
Crossing Variational Autoencoders for Answer Retrieval W. Yu Lingfei Wu Qingkai Zeng S. Tao Yu Deng Meng Jiang DRL RALM OOD BDL 14 15 0 06 May 2020
MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models Mandy Guo Yinfei Yang Daniel Cer Qinlan Shen Noah Constant LRM 41 46 0 05 May 2020
Sparse, Dense, and Attentional Representations for Text Retrieval Y. Luan Jacob Eisenstein Kristina Toutanova M. Collins 35 395 0 01 May 2020
Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering Wenhan Xiong Hong Wang Luu Anh Tuan RALM 28 17 0 30 Apr 2020
Look at the First Sentence: Position Bias in Question Answering Miyoung Ko Jinhyuk Lee Hyunjae Kim Gangwoo Kim Jaewoo Kang FaML OOD 19 100 0 30 Apr 2020
Augmenting Transformers with KNN-Based Composite Memory for Dialogue Angela Fan Claire Gardent Chloé Braud Antoine Bordes RALM 39 75 0 27 Apr 2020
CORD-19: The COVID-19 Open Research Dataset Lucy Lu Wang Kyle Lo Yoganand Chandrasekhar Russell Reas Jiangjiang Yang ... Boya Xie Douglas A. Raymond Daniel S. Weld Oren Etzioni Sebastian Kohlmeier 37 802 0 22 Apr 2020
Dense Passage Retrieval for Open-Domain Question Answering Vladimir Karpukhin Barlas Oğuz Sewon Min Patrick Lewis Ledell Yu Wu Sergey Edunov Danqi Chen Wen-tau Yih RALM 48 3,563 0 10 Apr 2020
Talk to Papers: Bringing Neural Question Answering to Academic Search Tiancheng Zhao Kyusong Lee 12 13 0 04 Apr 2020
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 15 282 0 24 Nov 2019
Knowledge Guided Text Retrieval and Reading for Open Domain Question Answering Sewon Min Danqi Chen Luke Zettlemoyer Hannaneh Hajishirzi RALM 25 104 0 10 Nov 2019
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering Jinhyuk Lee Minjoon Seo Hannaneh Hajishirzi Jaewoo Kang RALM LRM 15 31 0 07 Nov 2019
ReQA: An Evaluation for End-to-End Answer Retrieval Models Amin Ahmad Noah Constant Yinfei Yang Daniel Cer RALM 9 53 0 10 Jul 2019