Efficient and Robust Question Answering from Minimal Context over Documents

21 May 2018

Papers citing "Efficient and Robust Question Answering from Minimal Context over Documents"

30 / 30 papers shown

Title
DreamStory: Open-Domain Story Visualization by LLM-Guided Multi-Subject Consistent Diffusion Huiguo He Huan Yang Zixi Tuo Yuan Zhou Qiuyue Wang Yuhang Zhang Zeyu Liu Wenhao Huang Hongyang Chao Jian Yin DiffM VGen 62 12 0 17 Jul 2024
A Comprehensive Survey on Multi-hop Machine Reading Comprehension Approaches A. Mohammadi Reza Ramezani Ahmad Baraani 35 3 0 08 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
U3E: Unsupervised and Erasure-based Evidence Extraction for Machine Reading Comprehension Suzhe He Shumin Shi Chenghao Wu 46 0 0 06 Oct 2022
SkIn: Skimming-Intensive Long-Text Classification Using BERT for Medical Corpus Yufeng Zhao Haiying Che VLM 26 0 0 13 Sep 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search Sungdong Kim Gangwoo Kim 25 26 0 15 Feb 2022
Towards Interpretable and Reliable Reading Comprehension: A Pipeline Model with Unanswerability Prediction Kosuke Nishida Kyosuke Nishida Itsumi Saito Sen Yoshida 38 7 0 17 Nov 2021
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering Weiwen Xu Huihui Zhang Deng Cai Wai Lam 34 34 0 25 May 2021
Building a Question and Answer System for News Domain S. Basu Aravind Gaddala Pooja Chetan Garima Tiwari Narayana Darapaneni Sadwik Parvathaneni A. Paduri RALM 32 7 0 12 May 2021
EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System Sofian Chaybouti Achraf Saghe A. Shabou RALM 39 8 0 06 Jan 2021
Unsupervised Multi-hop Question Answering by Question Generation Liangming Pan Wenhu Chen Wenhan Xiong Min-Yen Kan William Yang Wang 37 59 0 23 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 14 50 0 01 Oct 2020
Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering Shih-Ting Lin Greg Durrett 31 1 0 18 Sep 2020
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention Wasi Uddin Ahmad Xiaoyu Bai Soomin Lee Kai-Wei Chang 41 36 0 04 Aug 2020
Transferability of Natural Language Inference to Biomedical Question Answering Minbyul Jeong Mujeen Sung Gangwoo Kim Donghyeon Kim Wonjin Yoon J. Yoo Jaewoo Kang 19 38 0 01 Jul 2020
Influence Functions in Deep Learning Are Fragile S. Basu Phillip E. Pope S. Feizi TDI 37 219 0 25 Jun 2020
Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue Byeongchang Kim Jaewoo Ahn Gunhee Kim BDL 44 167 0 18 Feb 2020
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension Max Bartolo A. Roberts Johannes Welbl Sebastian Riedel Pontus Stenetorp AAML 28 167 0 02 Feb 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 13 85 0 06 Jan 2020
Multi-hop Question Answering via Reasoning Chains Jifan Chen Shih-Ting Lin Greg Durrett ReLM LRM 19 74 0 07 Oct 2019
Multi-Hop Paragraph Retrieval for Open-Domain Question Answering Yair Feldman Ran El-Yaniv RALM 19 100 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 21 153 0 13 Jun 2019
Explore, Propose, and Assemble: An Interpretable Model for Multi-Hop Reading Comprehension Yichen Jiang Nitish Joshi Yen-Chun Chen Joey Tianyi Zhou RALM 18 39 0 12 Jun 2019
Retrieve, Read, Rerank: Towards End-to-End Multi-Document Reading Comprehension Minghao Hu Yuxing Peng Zhen Huang Dongsheng Li RALM 14 58 0 11 Jun 2019
Multi-step Retriever-Reader Interaction for Scalable Open-domain Question Answering Rajarshi Das S. Dhuliawala Manzil Zaheer Andrew McCallum RALM LRM 29 162 0 14 May 2019
Episodic Memory Reader: Learning What to Remember for Question Answering from Streaming Data Moonsu Han Minki Kang Hyunwoo Jung Sung Ju Hwang RALM 27 19 0 14 Mar 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 52 492 0 05 Feb 2019
Dual Co-Matching Network for Multi-choice Reading Comprehension Shuailiang Zhang Zhao Hai Yuwei Wu Zhuosheng Zhang Xi Zhou Xiaoping Zhou 39 131 0 27 Jan 2019
Multi-style Generative Reading Comprehension Kyosuke Nishida Itsumi Saito Kosuke Nishida Kazutoshi Shinoda Atsushi Otsuka Hisako Asano J. Tomita 22 70 0 08 Jan 2019
Attention-Guided Answer Distillation for Machine Reading Comprehension Minghao Hu Yuxing Peng Furu Wei Zhen Huang Dongsheng Li Nan Yang M. Zhou FaML 23 75 0 23 Aug 2018