QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension

27 July 2021

Papers citing "QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension"

33 / 33 papers shown

Title
QuIM-RAG: Advancing Retrieval-Augmented Generation with Inverted Question Matching for Enhanced QA Performance Binita Saha Utsha Saha Muhammad Zubair Malik RALM 3DV 56 2 0 06 Jan 2025
Data Augmentation with In-Context Learning and Comparative Evaluation in Math Word Problem Solving Gulsum Yigit M. Amasyalı AIMat 37 1 0 05 Apr 2024
FinLLMs: A Framework for Financial Reasoning Dataset Generation with Large Language Models Ziqiang Yuan Kaiyuan Wang Shoutai Zhu Ye Yuan Jingya Zhou Yanlin Zhu Wenqi Wei 22 5 0 19 Jan 2024
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh V. Chawla Panpan Xu AI4CE 22 44 0 27 Sep 2023
Out-of-Distribution Generalization in Text Classification: Past, Present, and Future Linyi Yang Y. Song Xuan Ren Chenyang Lyu Yidong Wang Lingqiao Liu Jindong Wang Jennifer Foster Yue Zhang OOD 20 2 0 23 May 2023
MAUPQA: Massive Automatically-created Polish Question Answering Dataset Piotr Rybak 13 12 0 09 May 2023
LINGO : Visually Debiasing Natural Language Instructions to Support Task Diversity Anjana Arunkumar Shubham Sharma Rakhi Agrawal Sriramakrishnan Chandrasekaran Chris Bryan 16 0 0 12 Apr 2023
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 22 39 0 07 Apr 2023
UKP-SQuARE v3: A Platform for Multi-Agent QA Research Haritz Puerto Tim Baumgärtner Rachneet Sachdeva Haishuo Fang Haotian Zhang Sewin Tariverdian Kexin Wang Iryna Gurevych 13 2 0 31 Mar 2023
Secret-Keeping in Question Answering Nathaniel W. Rollings Kent O'Sullivan Sakshum Kulshrestha KELM 16 0 0 16 Mar 2023
Generating multiple-choice questions for medical question answering with distractors and cue-masking Damien Sileo Kanimozhi Uma Marie-Francine Moens 32 5 0 13 Mar 2023
EduQG: A Multi-format Multiple Choice Dataset for the Educational Domain Amir Hadifar Semere Kiros Bitew Johannes Deleu Chris Develder Thomas Demeester AI4Ed 8 18 0 12 Oct 2022
ShortcutLens: A Visual Analytics Approach for Exploring Shortcuts in Natural Language Understanding Dataset Zhihua Jin Xingbo Wang Furui Cheng Chunhui Sun Qun Liu Huamin Qu 19 9 0 17 Aug 2022
Cross-Lingual QA as a Stepping Stone for Monolingual Open QA in Icelandic Vésteinn Snæbjarnarson H. Einarsson 15 5 0 05 Jul 2022
CC-Riddle: A Question Answering Dataset of Chinese Character Riddles Fan Xu Yunxiang Zhang Xiao-Yi Wan 14 1 0 28 Jun 2022
Mediators: Conversational Agents Explaining NLP Model Behavior Nils Feldhus A. Ravichandran Sebastian Möller 25 16 0 13 Jun 2022
Table Retrieval May Not Necessitate Table-specific Model Design Zhiruo Wang Zhengbao Jiang Eric Nyberg Graham Neubig LMTD 19 16 0 19 May 2022
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 25 141 0 16 Dec 2021
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers Haitian Sun William W. Cohen Ruslan Salakhutdinov 59 33 0 13 Oct 2021
A Survey on Legal Question Answering Systems J. Martinez-Gil AILaw ELM 17 26 0 12 Oct 2021
MFAQ: a Multilingual FAQ Dataset Maxime De Bruyn Ehsan Lotfi Jeska Buhmann Walter Daelemans RALM 37 21 0 27 Sep 2021
Generating Answer Candidates for Quizzes and Answer-Aware Question Generators Kristiyan Vachev Momchil Hardalov Georgi Karadzhov Georgi Georgiev Ivan Koychev Preslav Nakov AI4Ed 19 5 0 29 Aug 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 229 961 0 17 Apr 2021
Competency Problems: On Finding and Removing Artifacts in Language Data Matt Gardner William Merrill Jesse Dodge Matthew E. Peters Alexis Ross Sameer Singh Noah A. Smith 151 106 0 17 Apr 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 17 49 0 25 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 198 251 0 04 Jan 2021
To Test Machine Comprehension, Start by Defining Comprehension Jesse Dunietz Greg Burnham Akash Bharadwaj Owen Rambow Jennifer Chu-Carroll D. Ferrucci FaML 52 64 0 04 May 2020
How Can We Accelerate Progress Towards Human-like Linguistic Generalization? Tal Linzen 210 188 0 03 May 2020
SberQuAD -- Russian Reading Comprehension Dataset: Description and Analysis Pavel Efimov Andrey Chertok Leonid Boytsov Pavel Braslavski 58 59 0 20 Dec 2019
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 242 489 0 16 Oct 2019
PubMedQA: A Dataset for Biomedical Research Question Answering Qiao Jin Bhuwan Dhingra Zhengping Liu William W. Cohen Xinghua Lu 202 791 0 13 Sep 2019
Are We Modeling the Task or the Annotator? An Investigation of Annotator Bias in Natural Language Understanding Datasets Mor Geva Yoav Goldberg Jonathan Berant 235 319 0 21 Aug 2019
One-shot Learning for Question-Answering in Gaokao History Challenge Zhuosheng Zhang Zhao Hai RALM 35 30 0 24 Jun 2018