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"

50 / 86 papers shown

Title
The Master-Slave Encoder Model for Improving Patent Text Summarization: A New Approach to Combining Specifications and Claims Shu Zhou Xin Wang Zhengda Zhou Haohan Yi Xuhui Zheng Hao Wan 133 1 0 21 Nov 2024
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 VGen DiffM 251 22 0 17 Jul 2024
Citance-Contextualized Summarization of Scientific Papers S. Syed Ahmad Dawar Hakimi Khalid Al Khatib Martin Potthast 159 7 0 04 Nov 2023
Teach model to answer questions after comprehending the document Ruiqing Sun Ping Jian FaML 84 0 0 18 Jul 2023
Machine Reading Comprehension using Case-based Reasoning Dung Ngoc Thai Dhruv Agarwal Mudit Chaudhary Wenlong Zhao Rajarshi Das Manzil Zaheer J. Lee Hannaneh Hajishirzi Andrew McCallum 162 2 0 24 May 2023
Cross-Model Comparative Loss for Enhancing Neuronal Utility in Language Understanding Yunchang Zhu Liang Pang Kangxi Wu Yanyan Lan Huawei Shen Xueqi Cheng AAML ELM 87 3 0 10 Jan 2023
A Comprehensive Survey on Multi-hop Machine Reading Comprehension Approaches A. Mohammadi Reza Ramezani Ahmad Baraani 89 3 0 08 Dec 2022
A Comprehensive Survey on Multi-hop Machine Reading Comprehension Datasets and Metrics A. Mohammadi Reza Ramezani Ahmad Baraani 99 1 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 111 38 0 15 Nov 2022
U3E: Unsupervised and Erasure-based Evidence Extraction for Machine Reading Comprehension Suzhe He Shumin Shi Chenghao Wu 137 0 0 06 Oct 2022
SkIn: Skimming-Intensive Long-Text Classification Using BERT for Medical Corpus Yufeng Zhao Haiying Che VLM 78 0 0 13 Sep 2022
MRCLens: an MRC Dataset Bias Detection Toolkit Yifan Zhong Haohan Wang Eric Xing 80 0 0 18 Jul 2022
An Understanding-Oriented Robust Machine Reading Comprehension Model Feiliang Ren Yongkang Liu Bochao Li Shilei Liu Bingchao Wang Yuan Liu Chunchao Liu Qi Ma 78 3 0 01 Jul 2022
From Easy to Hard: Two-stage Selector and Reader for Multi-hop Question Answering Xin-Yi Li Weixian Lei Yubin Yang RALM 163 23 0 24 May 2022
Efficient Classification of Long Documents Using Transformers Hyunji Hayley Park Yogarshi Vyas Kashif Shah 87 57 0 21 Mar 2022
Saving Dense Retriever from Shortcut Dependency in Conversational Search Sungdong Kim Gangwoo Kim 100 30 0 15 Feb 2022
Grow-and-Clip: Informative-yet-Concise Evidence Distillation for Answer Explanation Yuyan Chen Yanghua Xiao Bang Liu 100 17 0 13 Jan 2022
Towards Interpretable and Reliable Reading Comprehension: A Pipeline Model with Unanswerability Prediction Kosuke Nishida Kyosuke Nishida Itsumi Saito Sen Yoshida 124 7 0 17 Nov 2021
Improving Question Answering Performance Using Knowledge Distillation and Active Learning Yasaman Boreshban Seyed Morteza Mirbostani Gholamreza Ghassem-Sani Seyed Abolghasem Mirroshandel Shahin Amiriparian 91 17 0 26 Sep 2021
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering Weiwen Xu Huihui Zhang Deng Cai Wai Lam 109 36 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 90 6 0 12 May 2021
Text Guide: Improving the quality of long text classification by a text selection method based on feature importance K. Fiok W. Karwowski Edgar Gutierrez-Franco Mohammad Reza Davahli Maciej Wilamowski T. Ahram Awad M. Aljuaid Jozef Zurada VLM 82 34 0 15 Apr 2021
Complex Factoid Question Answering with a Free-Text Knowledge Graph Chen Zhao Chenyan Xiong Xin Qian Jordan L. Boyd-Graber 100 38 0 23 Mar 2021
Complementary Evidence Identification in Open-Domain Question Answering Xiangyang Mou Mo Yu Shiyu Chang Yufei Feng Li Zhang Hui Su 92 2 0 22 Mar 2021
Modeling Context in Answer Sentence Selection Systems on a Latency Budget Rujun Han Luca Soldaini Alessandro Moschitti 91 14 0 28 Jan 2021
EfficientQA : a RoBERTa Based Phrase-Indexed Question-Answering System Sofian Chaybouti Achraf Saghe A. Shabou RALM 167 8 0 06 Jan 2021
Using Natural Language Relations between Answer Choices for Machine Comprehension Rajkumar Pujari Dan Goldwasser 73 5 0 31 Dec 2020
Unsupervised Multi-hop Question Answering by Question Generation Liangming Pan Wenhu Chen Wenhan Xiong Min-Yen Kan William Yang Wang 125 61 0 23 Oct 2020
Delaying Interaction Layers in Transformer-based Encoders for Efficient Open Domain Question Answering W. Siblini Mohamed Challal Charlotte Pasqual 69 3 0 16 Oct 2020
Learning a Cost-Effective Annotation Policy for Question Answering Bernhard Kratzwald Stefan Feuerriegel Huan Sun OffRL 100 18 0 07 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 139 51 0 01 Oct 2020
SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval Tiancheng Zhao Xiaopeng Lu Kyusong Lee RALM 141 90 0 28 Sep 2020
Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering Shih-Ting Lin Greg Durrett 68 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 78 16 0 10 Sep 2020
Knowledge Efficient Deep Learning for Natural Language Processing Hai Wang 64 2 0 28 Aug 2020
Select, Extract and Generate: Neural Keyphrase Generation with Layer-wise Coverage Attention Wasi Uddin Ahmad Xiaoyu Bai Soomin Lee Kai-Wei Chang 111 37 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 108 40 0 01 Jul 2020
Influence Functions in Deep Learning Are Fragile S. Basu Phillip E. Pope Soheil Feizi TDI 217 252 0 25 Jun 2020
ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion Bingning Wang Ting Yao Tao Gui Jingfang Xu Xiaochuan Wang RALM 76 21 0 22 Jun 2020
Knowledge-Aided Open-Domain Question Answering Mantong Zhou Zhouxing Shi Minlie Huang Xiaoyan Zhu RALM 67 14 0 09 Jun 2020
Beyond Leaderboards: A survey of methods for revealing weaknesses in Natural Language Inference data and models Viktor Schlegel Goran Nenadic Riza Batista-Navarro ELM 105 18 0 29 May 2020
Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension Hongyu Gong Yelong Shen Dian Yu Jianshu Chen Dong Yu 115 46 0 16 May 2020
Machine Reading Comprehension: The Role of Contextualized Language Models and Beyond Zhuosheng Zhang Hai Zhao Rui Wang 128 63 0 13 May 2020
A Self-Training Method for Machine Reading Comprehension with Soft Evidence Extraction Yilin Niu Fangkai Jiao Mantong Zhou Ting Yao Jingfang Xu Minlie Huang SyDa 83 34 0 11 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 138 244 0 10 May 2020
Unsupervised Alignment-based Iterative Evidence Retrieval for Multi-hop Question Answering Vikas Yadav Steven Bethard Mihai Surdeanu RALM 138 51 0 04 May 2020
Look at the First Sentence: Position Bias in Question Answering Miyoung Ko Jinhyuk Lee Hyunjae Kim Gangwoo Kim Jaewoo Kang FaML OOD 177 103 0 30 Apr 2020
Reinforced Multi-task Approach for Multi-hop Question Generation D. Gupta Hardik Chauhan Akella Ravi Tej Asif Ekbal P. Bhattacharyya RALM LRM 93 23 0 05 Apr 2020
Benchmarking Machine Reading Comprehension: A Psychological Perspective Saku Sugawara Pontus Stenetorp Akiko Aizawa 83 2 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 93 62 0 28 Feb 2020