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Complex QA and language models hybrid architectures, Survey

17 February 2023

Papers citing "Complex QA and language models hybrid architectures, Survey"

50 / 302 papers shown

Title
TORQUE: A Reading Comprehension Dataset of Temporal Ordering Questions Qiang Ning Hao Wu Rujun Han Nanyun Peng Matt Gardner Dan Roth 55 110 0 01 May 2020
The Cost of Training NLP Models: A Concise Overview Or Sharir Barak Peleg Y. Shoham 96 214 0 19 Apr 2020
Asking and Answering Questions to Evaluate the Factual Consistency of Summaries Alex Jinpeng Wang Kyunghyun Cho M. Lewis HILM 84 481 0 08 Apr 2020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages J. Clark Eunsol Choi Michael Collins Dan Garrette Tom Kwiatkowski Vitaly Nikolaev J. Palomaki 153 609 0 10 Mar 2020
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 486 3,433 0 09 Mar 2020
A Simple Framework for Contrastive Learning of Visual Representations Ting-Li Chen Simon Kornblith Mohammad Norouzi Geoffrey E. Hinton SSL 369 18,778 0 13 Feb 2020
TutorialVQA: Question Answering Dataset for Tutorial Videos Anthony Colas Seokhwan Kim Franck Dernoncourt Siddhesh Gupte D. Wang Doo Soon Kim 44 29 0 02 Dec 2019
PIQA: Reasoning about Physical Commonsense in Natural Language Yonatan Bisk Rowan Zellers Ronan Le Bras Jianfeng Gao Yejin Choi OOD LRM 152 1,806 0 26 Nov 2019
Temporal Reasoning via Audio Question Answering Haytham M. Fayek Justin Johnson 49 53 0 21 Nov 2019
Towards Human Centered AutoML Florian Pfisterer Janek Thomas B. Bischl AI4CE 32 9 0 06 Nov 2019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension M. Lewis Yinhan Liu Naman Goyal Marjan Ghazvininejad Abdel-rahman Mohamed Omer Levy Veselin Stoyanov Luke Zettlemoyer AIMat VLM 249 10,829 0 29 Oct 2019
On the Cross-lingual Transferability of Monolingual Representations Mikel Artetxe Sebastian Ruder Dani Yogatama 202 797 0 25 Oct 2019
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Colin Raffel Noam M. Shazeer Adam Roberts Katherine Lee Sharan Narang Michael Matena Yanqi Zhou Wei Li Peter J. Liu AIMat 442 20,181 0 23 Oct 2019
KnowIT VQA: Answering Knowledge-Based Questions about Videos Noa Garcia Mayu Otani Chenhui Chu Yuta Nakashima 130 80 0 23 Oct 2019
A Survey on Active Learning and Human-in-the-Loop Deep Learning for Medical Image Analysis Samuel Budd E. C. Robinson Bernhard Kainz LM&MA 52 479 0 07 Oct 2019
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Zhenzhong Lan Mingda Chen Sebastian Goodman Kevin Gimpel Piyush Sharma Radu Soricut SSL AIMat 368 6,455 0 26 Sep 2019
QuaRTz: An Open-Domain Dataset of Qualitative Relationship Questions Oyvind Tafjord Matt Gardner Kevin Lin Peter Clark 59 108 0 08 Sep 2019
"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding Ben Zhou Daniel Khashabi Qiang Ning Dan Roth AIMat 92 197 0 06 Sep 2019
Reasoning Over Paragraph Effects in Situations Kevin Lin Oyvind Tafjord Peter Clark Matt Gardner 82 115 0 16 Aug 2019
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning Pradeep Dasigi Nelson F. Liu Ana Marasović Noah A. Smith Matt Gardner RALM 73 173 0 16 Aug 2019
TEQUILA: Temporal Question Answering over Knowledge Bases Zhen Jia Abdalghani Abujabal Rishiraj Saha Roy Jannik Strötgen Gerhard Weikum 61 110 0 09 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 665 24,464 0 26 Jul 2019
WinoGrande: An Adversarial Winograd Schema Challenge at Scale Keisuke Sakaguchi Ronan Le Bras Chandra Bhagavatula Yejin Choi 75 214 0 24 Jul 2019
Latent Retrieval for Weakly Supervised Open Domain Question Answering Kenton Lee Ming-Wei Chang Kristina Toutanova RALM 112 1,014 0 01 Jun 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 329 5,845 0 21 Apr 2019
Multi-Task Deep Neural Networks for Natural Language Understanding Xiaodong Liu Pengcheng He Weizhu Chen Jianfeng Gao AI4CE 132 1,271 0 31 Jan 2019
Cross-lingual Language Model Pretraining Guillaume Lample Alexis Conneau 93 2,747 0 22 Jan 2019
QuaRel: A Dataset and Models for Answering Questions about Qualitative Relationships Oyvind Tafjord Peter Clark Matt Gardner Wen-tau Yih Ashish Sabharwal AIMat 56 80 0 20 Nov 2018
Scalable agent alignment via reward modeling: a research direction Jan Leike David M. Krueger Tom Everitt Miljan Martic Vishal Maini Shane Legg 98 420 0 19 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 94,891 0 11 Oct 2018
TVQA: Localized, Compositional Video Question Answering Muhammad Abdul Wahab Licheng Yu Mounir Nasr Allah Tamara L. Berg 90 640 0 05 Sep 2018
QuAC : Question Answering in Context Eunsol Choi He He Mohit Iyyer Mark Yatskar Wen-tau Yih Yejin Choi Percy Liang Luke Zettlemoyer 127 826 0 21 Aug 2018
The Natural Language Decathlon: Multitask Learning as Question Answering Bryan McCann N. Keskar Caiming Xiong R. Socher AIMat MLLM BDL 142 645 0 20 Jun 2018
Know What You Don't Know: Unanswerable Questions for SQuAD Pranav Rajpurkar Robin Jia Percy Liang RALM ELM 279 2,845 0 11 Jun 2018
Event2Mind: Commonsense Inference on Events, Intents, and Reactions Hannah Rashkin Maarten Sap Emily Allaway Noah A. Smith Yejin Choi 68 195 0 17 May 2018
MCScript: A Novel Dataset for Assessing Machine Comprehension Using Script Knowledge Simon Ostermann Ashutosh Modi Michael Roth Stefan Thater Manfred Pinkal 51 105 0 14 Mar 2018
The NarrativeQA Reading Comprehension Challenge Tomás Kociský Jonathan Richard Schwarz Phil Blunsom Chris Dyer Karl Moritz Hermann Gábor Melis Edward Grefenstette 134 774 0 19 Dec 2017
DeepStory: Video Story QA by Deep Embedded Memory Networks Kyung-Min Kim Min-Oh Heo Seongho Choi Byoung-Tak Zhang 66 175 0 04 Jul 2017
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension Mandar Joshi Eunsol Choi Daniel S. Weld Luke Zettlemoyer RALM 207 2,676 0 09 May 2017
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering Y. Jang Yale Song Youngjae Yu Youngjin Kim Gunhee Kim 75 558 0 14 Apr 2017
Reading Wikipedia to Answer Open-Domain Questions Danqi Chen Adam Fisch Jason Weston Antoine Bordes RALM 116 2,015 0 31 Mar 2017
MarioQA: Answering Questions by Watching Gameplay Videos Jonghwan Mun Paul Hongsuck Seo Ilchae Jung Bohyung Han 83 109 0 06 Dec 2016
A dataset and exploration of models for understanding video data through fill-in-the-blank question-answering Tegan Maharaj Nicolas Ballas Anna Rohrbach Aaron Courville C. Pal VGen 58 108 0 23 Nov 2016
Socratic Learning: Augmenting Generative Models to Incorporate Latent Subsets in Training Data P. Varma Bryan D. He Dan Iter Peng Xu Rose Yu Christopher De Sa Christopher Ré 46 27 0 25 Oct 2016
Who did What: A Large-Scale Person-Centered Cloze Dataset Takeshi Onishi Hai Wang Joey Tianyi Zhou Kevin Gimpel David A. McAllester AIMat 50 141 0 19 Aug 2016
Solving General Arithmetic Word Problems Subhro Roy Dan Roth AIMat 74 478 0 04 Aug 2016
SQuAD: 100,000+ Questions for Machine Comprehension of Text Pranav Rajpurkar Jian Zhang Konstantin Lopyrev Percy Liang RALM 286 8,134 0 16 Jun 2016
MovieQA: Understanding Stories in Movies through Question-Answering Makarand Tapaswi Yukun Zhu Rainer Stiefelhagen Antonio Torralba R. Urtasun Sanja Fidler 115 749 0 09 Dec 2015
Neural Module Networks Jacob Andreas Marcus Rohrbach Trevor Darrell Dan Klein CoGe 139 1,073 0 09 Nov 2015
The Goldilocks Principle: Reading Children's Books with Explicit Memory Representations Felix Hill Antoine Bordes S. Chopra Jason Weston RALM 109 636 0 07 Nov 2015