Multi-Hop Paragraph Retrieval for Open-Domain Question Answering

15 June 2019

Papers citing "Multi-Hop Paragraph Retrieval for Open-Domain Question Answering"

19 / 19 papers shown

Title
Submodular Framework for Structured-Sparse Optimal Transport Piyushi Manupriya Pratik Jawanpuria Karthik S. Gurumoorthy SakethaNath Jagarlapudi Bamdev Mishra OT 94 0 0 07 Jun 2024
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech GNN BDL 29 8 0 30 Jul 2023
Similarity-weighted Construction of Contextualized Commonsense Knowledge Graphs for Knowledge-intense Argumentation Tasks Moritz Plenz Juri Opitz Philipp Heinisch Philipp Cimiano Anette Frank 24 9 0 15 May 2023
Analyzing the Effectiveness of the Underlying Reasoning Tasks in Multi-hop Question Answering Xanh Ho A. Nguyen Saku Sugawara Akiko Aizawa LRM 36 7 0 12 Feb 2023
Multi-hop Evidence Retrieval for Cross-document Relation Extraction K. Lu I-Hung Hsu Wenxuan Zhou Mingyu Derek Ma Muhao Chen LRM 25 11 0 21 Dec 2022
Visconde: Multi-document QA with GPT-3 and Neural Reranking Jayr Alencar Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 21 31 0 19 Dec 2022
Rethinking Label Smoothing on Multi-hop Question Answering Zhangyue Yin Yuxin Wang Xiannian Hu Yiguang Wu Hang Yan Xinyu Zhang Zhao Cao Xuanjing Huang Xipeng Qiu 19 9 0 19 Dec 2022
Asking for Knowledge: Training RL Agents to Query External Knowledge Using Language Iou-Jen Liu Xingdi Yuan Marc-Alexandre Côté Pierre-Yves Oudeyer A. Schwing RALM 17 12 0 12 May 2022
Semantic Sentence Composition Reasoning for Multi-Hop Question Answering Qianglong Chen LRM 6 2 0 01 Mar 2022
Building a Question Answering System for the Manufacturing Domain Liu Xingguang Cheng Zhenbo Shen Zhengyuan Zhang Haoxin Meng Hangcheng Xu Xuesong Xiao Gang 29 9 0 19 Nov 2021
QA-Align: Representing Cross-Text Content Overlap by Aligning Question-Answer Propositions Daniel Weiss Paul Roit Ayal Klein Ori Ernst Ido Dagan 28 18 0 26 Sep 2021
Adaptive Information Seeking for Open-Domain Question Answering Yunchang Zhu Liang Pang Yanyan Lan Huawei Shen Xueqi Cheng RALM 25 39 0 14 Sep 2021
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering Weiwen Xu Huihui Zhang Deng Cai Wai Lam 26 34 0 25 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 54 267 0 10 May 2021
A Graph-guided Multi-round Retrieval Method for Conversational Open-domain Question Answering Yongqi Li Wenjie Li Liqiang Nie RALM 17 10 0 17 Apr 2021
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 12 50 0 01 Oct 2020
Answering Any-hop Open-domain Questions with Iterative Document Reranking Ping Nie Yuyu Zhang Arun Ramamurthy Le Song 23 20 0 16 Sep 2020
Fine-tuning Multi-hop Question Answering with Hierarchical Graph Network Guanming Xiong 21 0 0 20 Apr 2020
Differentiable Reasoning over a Virtual Knowledge Base Bhuwan Dhingra Manzil Zaheer Vidhisha Balachandran Graham Neubig Ruslan Salakhutdinov William W. Cohen 18 88 0 25 Feb 2020