Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering

1 October 2018

Papers citing "Ranking Paragraphs for Improving Answer Recall in Open-Domain Question Answering"

38 / 38 papers shown

Title
AMOE: a Tool to Automatically Extract and Assess Organizational Evidence for Continuous Cloud Audit Franz Deimling Michela Fazzolari 64 1 0 31 Jul 2023
Integrating Semantic Information into Sketchy Reading Module of Retro-Reader for Vietnamese Machine Reading Comprehension Hang Le Viet-Duc Ho Duc-Vu Nguyen Ngan Luu-Thuy Nguyen 72 2 0 01 Jan 2023
Can Open-Domain QA Reader Utilize External Knowledge Efficiently like Humans? Neeraj Varshney Man Luo Chitta Baral RALM 65 12 0 23 Nov 2022
Few-shot Reranking for Multi-hop QA via Language Model Prompting Muhammad Khalifa Lajanugen Logeswaran Moontae Lee Ho Hin Lee Lu Wang LRM 121 20 0 25 May 2022
Recent Advances in Automated Question Answering In Biomedical Domain K. D. Baksi 64 0 0 10 Nov 2021
Adaptive Information Seeking for Open-Domain Question Answering Yunchang Zhu Liang Pang Yanyan Lan Huawei Shen Xueqi Cheng RALM 82 40 0 14 Sep 2021
Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering Man Luo Yankai Zeng Pratyay Banerjee Chitta Baral RALM 131 66 0 09 Sep 2021
R2-D2: A Modular Baseline for Open-Domain Question Answering Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 80 47 0 08 Sep 2021
Improving Low-resource Reading Comprehension via Cross-lingual Transposition Rethinking Gaochen Wu Bin Xu Yuxin Qin Fei Kong Bangchang Liu Hongwen Zhao Dejie Chang 134 3 0 11 Jul 2021
Weakly-Supervised Open-Retrieval Conversational Question Answering Chen Qu Liu Yang Cen Chen W. Bruce Croft Kalpesh Krishna Mohit Iyyer RALM 73 13 0 03 Mar 2021
Pruning the Index Contents for Memory Efficient Open-Domain QA Martin Fajcik Martin Docekal Karel Ondrej Pavel Smrz 89 8 0 21 Feb 2021
Model Agnostic Answer Reranking System for Adversarial Question Answering Sagnik Majumder Chinmoy Samant Greg Durrett OOD AAML 56 6 0 05 Feb 2021
EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System Sofian Chaybouti Achraf Saghe A. Shabou RALM 139 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 289 257 0 04 Jan 2021
Rider: Reader-Guided Passage Reranking for Open-Domain Question Answering Yuning Mao Pengcheng He Xiaodong Liu Yelong Shen Jianfeng Gao Jiawei Han Weizhu Chen OOD LRM 209 37 0 01 Jan 2021
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering W. Siblini Mohamed Challal Charlotte Pasqual 61 3 0 16 Oct 2020
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval Tiancheng Zhao Xiaopeng Lu Kyusong Lee RALM 100 87 0 28 Sep 2020
Interpretable Multi-Step Reasoning with Knowledge Extraction on Complex Healthcare Question Answering Ye Liu Shaika Chowdhury Chenwei Zhang Cornelia Caragea Philip S. Yu 79 13 0 06 Aug 2020
NeuralQA: A Usable Library for Question Answering (Contextual Query Expansion + BERT) on Large Datasets Victor C. Dibia 50 16 0 30 Jul 2020
Leveraging Passage Retrieval with Generative Models for Open Domain Question Answering Gautier Izacard Edouard Grave RALM 166 1,191 0 02 Jul 2020
Open-Retrieval Conversational Question Answering Chen Qu Liu Yang Cen Chen Minghui Qiu W. Bruce Croft Mohit Iyyer RALM 87 175 0 22 May 2020
Context-Based Quotation Recommendation Ansel MacLaughlin Tao Chen Burcu Karagol Ayan Dan Roth 74 5 0 17 May 2020
How Context Affects Language Models' Factual Predictions Fabio Petroni Patrick Lewis Aleksandra Piktus Tim Rocktaschel Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM 101 239 0 10 May 2020
Probabilistic Assumptions Matter: Improved Models for Distantly-Supervised Document-Level Question Answering Hao Cheng Ming-Wei Chang Kenton Lee Kristina Toutanova 106 22 0 05 May 2020
Progressively Pretrained Dense Corpus Index for Open-Domain Question Answering Wenhan Xiong Hong Wang Wenjie Wang RALM 93 17 0 30 Apr 2020
Talk to Papers: Bringing Neural Question Answering to Academic Search Tiancheng Zhao Kyusong Lee 63 14 0 04 Apr 2020
DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding Yuyu Zhang Ping Nie Xiubo Geng Arun Ramamurthy Le Song Daxin Jiang 81 61 0 28 Feb 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 154 289 0 24 Nov 2019
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering Jinhyuk Lee Minjoon Seo Hannaneh Hajishirzi Jaewoo Kang RALM LRM 82 31 0 07 Nov 2019
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Joey Tianyi Zhou RALM 217 138 0 17 Sep 2019
Neural Machine Reading Comprehension: Methods and Trends Kaixuan Li Xiujuan Xian Sheng Zhang Jiafu Wang N. Yu FaML 79 13 0 02 Jul 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 104 100 0 15 Jun 2019
Real-Time Open-Domain Question Answering with Dense-Sparse Phrase Index Minjoon Seo Jinhyuk Lee Tom Kwiatkowski Ankur P. Parikh Ali Farhadi Hannaneh Hajishirzi RALM 97 157 0 13 Jun 2019
RankQA: Neural Question Answering with Answer Re-Ranking Bernhard Kratzwald A. Eigenmann Stefan Feuerriegel 93 48 0 07 Jun 2019
Latent Retrieval for Weakly Supervised Open Domain Question Answering Kenton Lee Ming-Wei Chang Kristina Toutanova RALM 148 1,020 0 01 Jun 2019
Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering Wei Yang Yuqing Xie Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM OOD 73 65 0 14 Apr 2019
End-to-End Open-Domain Question Answering with BERTserini Wei Yang Yuqing Xie Aileen Lin Xingyu Li Luchen Tan Kun Xiong Ming Li Jimmy J. Lin RALM 148 496 0 05 Feb 2019
Improving Question Answering with External Knowledge Xiaoman Pan Kai Sun Dian Yu Jianshu Chen Heng Ji Claire Cardie Dong Yu KELM 106 66 0 03 Feb 2019