UnifiedQA: Crossing Format Boundaries With a Single QA System

UnifiedQA: Crossing Format Boundaries With a Single QA System

2 May 2020

Daniel Khashabi

Ashish Sabharwal

Oyvind Tafjord

Hannaneh Hajishirzi

Papers citing "UnifiedQA: Crossing Format Boundaries With a Single QA System"

19 / 469 papers shown

Title
Pre-training Text-to-Text Transformers for Concept-centric Common Sense Wangchunshu Zhou Dong-Ho Lee Ravi Kiran Selvam Seyeon Lee Bill Yuchen Lin Xiang Ren LRM VLM 14 71 0 24 Oct 2020
mT5: A massively multilingual pre-trained text-to-text transformer Linting Xue Noah Constant Adam Roberts Mihir Kale Rami Al-Rfou Aditya Siddhant Aditya Barua Colin Raffel 63 2,450 0 22 Oct 2020
Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs Ana Marasović Chandra Bhagavatula J. S. Park Ronan Le Bras Noah A. Smith Yejin Choi ReLM LRM 18 62 0 15 Oct 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 244 612 0 13 Oct 2020
Towards Interpretable Reasoning over Paragraph Effects in Situation Mucheng Ren Xiubo Geng Tao Qin Heyan Huang Daxin Jiang LRM 6 3 0 03 Oct 2020
ISAAQ -- Mastering Textbook Questions with Pre-trained Transformers and Bottom-Up and Top-Down Attention José Manuél Gómez-Pérez Raúl Ortega 43 24 0 01 Oct 2020
Measuring Massive Multitask Language Understanding Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika D. Song Jacob Steinhardt ELM RALM 75 3,931 0 07 Sep 2020
Leap-Of-Thought: Teaching Pre-Trained Models to Systematically Reason Over Implicit Knowledge Alon Talmor Oyvind Tafjord Peter Clark Yoav Goldberg Jonathan Berant ReLM LRM 36 39 0 11 Jun 2020
Foreseeing the Benefits of Incidental Supervision Hangfeng He Mingyuan Zhang Qiang Ning Dan Roth 8 11 0 09 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 94 40,302 0 28 May 2020
Text-to-Text Pre-Training for Data-to-Text Tasks Mihir Kale Abhinav Rastogi AI4CE 16 200 0 21 May 2020
Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks Swaroop Mishra Arindam Mitra Neeraj Varshney Bhavdeep Singh Sachdeva Chitta Baral AIMat 12 13 0 18 May 2020
ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data Woojeong Jin Rahul Khanna Suji Kim Dong-Ho Lee Fred Morstatter Aram Galstyan Xiang Ren AI4TS 13 36 0 02 May 2020
Connecting the Dots: A Knowledgeable Path Generator for Commonsense Question Answering Peifeng Wang Nanyun Peng Filip Ilievski Pedro A. Szekely Xiang Ren 14 91 0 02 May 2020
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering Yanlin Feng Xinyue Chen Bill Yuchen Lin Peifeng Wang Jun Yan Xiang Ren LRM KELM 21 239 0 01 May 2020
What do Models Learn from Question Answering Datasets? Priyanka Sen Amir Saffari RALM ELM 18 74 0 07 Apr 2020
DUMA: Reading Comprehension with Transposition Thinking Pengfei Zhu Hai Zhao Xiaoguang Li AI4CE 34 35 0 26 Jan 2020
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 232 438 0 25 Sep 2019
WinoGrande: An Adversarial Winograd Schema Challenge at Scale Keisuke Sakaguchi Ronan Le Bras Chandra Bhagavatula Yejin Choi 23 202 0 24 Jul 2019