Making Neural QA as Simple as Possible but not Simpler

14 March 2017

Papers citing "Making Neural QA as Simple as Possible but not Simpler"

50 / 111 papers shown

Title
Long-context Non-factoid Question Answering in Indic Languages Ritwik Mishra R. Shah Ponnurangam Kumaraguru 33 0 0 18 Apr 2025
TIGQA:An Expert Annotated Question Answering Dataset in Tigrinya Hailay Teklehaymanot Dren Fazlija Niloy Ganguly Gourab K. Patro Wolfgang Nejdl 36 0 0 26 Apr 2024
A Question Answering Based Pipeline for Comprehensive Chinese EHR Information Extraction Huaiyuan Ying Sheng Yu MedIm 27 0 0 17 Feb 2024
Analyzing the Evaluation of Cross-Lingual Knowledge Transfer in Multilingual Language Models Sara Rajaee Christof Monz 30 3 0 03 Feb 2024
How the Advent of Ubiquitous Large Language Models both Stymie and Turbocharge Dynamic Adversarial Question Generation Yoo Yeon Sung Ishani Mondal Jordan L. Boyd-Graber 30 0 0 20 Jan 2024
Self-Supervised Position Debiasing for Large Language Models Zhongkun Liu Zheng Chen Mengqi Zhang Zhaochun Ren Pengjie Ren Zhumin Chen 36 1 0 02 Jan 2024
A Lightweight Method to Generate Unanswerable Questions in English Vagrant Gautam Miaoran Zhang Dietrich Klakow 11 1 0 30 Oct 2023
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries Jianyou Wang Kaicheng Wang Xiaoyue Wang Prudhviraj Naidu Leon Bergen R. Paturi 45 11 0 07 Oct 2023
Learning to Generalize for Cross-domain QA Yingjie Niu Linyi Yang Ruihai Dong Yue Zhang 24 6 0 14 May 2023
Medical Knowledge Graph QA for Drug-Drug Interaction Prediction based on Multi-hop Machine Reading Comprehension Peng Gao Feng Gao Jiancheng Ni Yu Wang Fei Wang 22 2 0 19 Dec 2022
Which Shortcut Solution Do Question Answering Models Prefer to Learn? Kazutoshi Shinoda Saku Sugawara Akiko Aizawa 27 6 0 29 Nov 2022
CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation Abhilasha Ravichander Matt Gardner Ana Marasović 33 34 0 01 Nov 2022
Look to the Right: Mitigating Relative Position Bias in Extractive Question Answering Kazutoshi Shinoda Saku Sugawara Akiko Aizawa OOD 33 7 0 26 Oct 2022
CodeQueries: A Dataset of Semantic Queries over Code Surya Prakash Sahu Madhurima Mandal Shikhar Bharadwaj Aditya Kanade Petros Maniatis S. Shevade 25 4 0 17 Sep 2022
To Answer or Not to Answer? Improving Machine Reading Comprehension Model with Span-based Contrastive Learning Yunjie Ji Liangyu Chen Chenxiao Dou Baochang Ma Xiangang Li 43 5 0 02 Aug 2022
DataPerf: Benchmarks for Data-Centric AI Development Mark Mazumder Colby R. Banbury Xiaozhe Yao Bojan Karlavs W. G. Rojas ... Carole-Jean Wu Cody Coleman Andrew Y. Ng Peter Mattson Vijay Janapa Reddi VLM 43 102 0 20 Jul 2022
MRCLens: an MRC Dataset Bias Detection Toolkit Yifan Zhong Haohan Wang Eric Xing 21 0 0 18 Jul 2022
Design and Development of Rule-based open-domain Question-Answering System on SQuAD v2.0 Dataset Pragya Katyayan Nisheeth Joshi 31 6 0 27 Mar 2022
Pirá: A Bilingual Portuguese-English Dataset for Question-Answering about the Ocean André F. A. Paschoal Paulo Pirozelli Valdinei Freire K. V. Delgado S. M. Peres ... Flávio Nakasato A. Oliveira A. Brandão A. H. R. Costa Fabio Gagliardi Cozman RALM 27 11 0 04 Feb 2022
An Automated Question-Answering Framework Based on Evolution Algorithm Sinan Tan Hui Xue Qiyu Ren Huaping Liu Jing Bai 21 0 0 26 Jan 2022
Models in the Loop: Aiding Crowdworkers with Generative Annotation Assistants Max Bartolo Tristan Thrush Sebastian Riedel Pontus Stenetorp Robin Jia Douwe Kiela 24 33 0 16 Dec 2021
QuALITY: Question Answering with Long Input Texts, Yes! Richard Yuanzhe Pang Alicia Parrish Nitish Joshi Nikita Nangia Jason Phang ... Vishakh Padmakumar Johnny Ma Jana Thompson He He Sam Bowman RALM 30 141 0 16 Dec 2021
Transformer-based Language Models for Factoid Question Answering at BioASQ9b Urvashi Khanna Diego Mollá Aliod 28 5 0 15 Sep 2021
Interactive Machine Comprehension with Dynamic Knowledge Graphs Xingdi Yuan 34 3 0 31 Aug 2021
Why Machine Reading Comprehension Models Learn Shortcuts? Yuxuan Lai Chen Zhang Yansong Feng Quzhe Huang Dongyan Zhao SyDa 22 53 0 02 Jun 2021
A Coarse to Fine Question Answering System based on Reinforcement Learning Yu Wang Hongxia Jin 16 3 0 01 Jun 2021
Sequence tagging for biomedical extractive question answering Wonjin Yoon Richard Jackson Aron Lagerberg Jaewoo Kang MedIm 12 26 0 15 Apr 2021
Self-Supervised Test-Time Learning for Reading Comprehension Pratyay Banerjee Tejas Gokhale Chitta Baral SSL 17 28 0 20 Mar 2021
Biomedical Question Answering: A Survey of Approaches and Challenges Qiao Jin Zheng Yuan Guangzhi Xiong Qian Yu Huaiyuan Ying Chuanqi Tan Mosha Chen Songfang Huang Xiaozhong Liu Sheng Yu 26 95 0 10 Feb 2021
Do Question Answering Modeling Improvements Hold Across Benchmarks? Nelson F. Liu Tony Lee Robin Jia Percy Liang 25 13 0 01 Feb 2021
Coreference Reasoning in Machine Reading Comprehension Mingzhu Wu N. Moosavi Dan Roth Iryna Gurevych LRM 23 8 0 31 Dec 2020
ERICA: Improving Entity and Relation Understanding for Pre-trained Language Models via Contrastive Learning Yujia Qin Yankai Lin Ryuichi Takanobu Zhiyuan Liu Peng Li Heng Ji Minlie Huang Maosong Sun Jie Zhou 55 125 0 30 Dec 2020
Learning from others' mistakes: Avoiding dataset biases without modeling them Victor Sanh Thomas Wolf Yonatan Belinkov Alexander M. Rush 22 115 0 02 Dec 2020
SRLGRN: Semantic Role Labeling Graph Reasoning Network Chen Zheng Parisa Kordjamshidi 9 22 0 07 Oct 2020
Improving QA Generalization by Concurrent Modeling of Multiple Biases Mingzhu Wu N. Moosavi Andreas Rucklé Iryna Gurevych AI4CE 18 17 0 07 Oct 2020
A Vietnamese Dataset for Evaluating Machine Reading Comprehension Kiet Van Nguyen Duc-Vu Nguyen A. Nguyen Ngan Luu-Thuy Nguyen 21 55 0 30 Sep 2020
Tradeoffs in Sentence Selection Techniques for Open-Domain Question Answering Shih-Ting Lin Greg Durrett 31 1 0 18 Sep 2020
SRQA: Synthetic Reader for Factoid Question Answering Jiuniu Wang Wenjia Xu Xingyu Fu Yang Wei Li Jin Ziyan Chen Guangluan Xu Yirong Wu RALM 17 7 0 02 Sep 2020
Rethinking the Objectives of Extractive Question Answering Martin Fajcik Josef Jon Pavel Smrz 13 12 0 28 Aug 2020
ReCO: A Large Scale Chinese Reading Comprehension Dataset on Opinion Bingning Wang Ting Yao Qi Zhang Jingfang Xu Xiaochuan Wang RALM 20 21 0 22 Jun 2020
New Vietnamese Corpus for Machine Reading Comprehension of Health News Articles Kiet Van Nguyen Tin Van Huynh Duc-Vu Nguyen A. Nguyen Ngan Luu-Thuy Nguyen 16 40 0 19 Jun 2020
Harvesting and Refining Question-Answer Pairs for Unsupervised QA Zhongli Li Wenhui Wang Li Dong Furu Wei Ke Xu 21 40 0 06 May 2020
What do Models Learn from Question Answering Datasets? Priyanka Sen Amir Saffari RALM ELM 10 74 0 07 Apr 2020
Reinforced Multi-task Approach for Multi-hop Question Generation D. Gupta Hardik Chauhan Akella Ravi Tej Asif Ekbal P. Bhattacharyya RALM LRM 20 22 0 05 Apr 2020
MA-DST: Multi-Attention Based Scalable Dialog State Tracking Adarsh Kumar Peter Ku Anuj Kumar Goyal A. Metallinou Dilek Z. Hakkani-Tür 27 58 0 07 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 Study of the Tasks and Models in Machine Reading Comprehension Chao Wang LRM 21 1 0 23 Jan 2020
A Survey on Machine Reading Comprehension Systems Razieh Baradaran Razieh Ghiasi Hossein Amirkhani FaML 13 85 0 06 Jan 2020
Contextualized Sparse Representations for Real-Time Open-Domain Question Answering Jinhyuk Lee Minjoon Seo Hannaneh Hajishirzi Jaewoo Kang RALM LRM 18 31 0 07 Nov 2019
Question Answering for Privacy Policies: Combining Computational and Legal Perspectives Abhilasha Ravichander A. Black Shomir Wilson Thomas B. Norton Norman M. Sadeh AILaw 25 104 0 03 Nov 2019