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QASC: A Dataset for Question Answering via Sentence Composition

25 October 2019

Tushar Khot

Peter Clark

Michal Guerquin

Peter Alexander Jansen

Ashish Sabharwal

CoGe

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Papers citing "QASC: A Dataset for Question Answering via Sentence Composition"

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Title
Rainier: Reinforced Knowledge Introspector for Commonsense Question Answering Jiacheng Liu Skyler Hallinan Ximing Lu Pengfei He Sean Welleck Hannaneh Hajishirzi Yejin Choi RALM 99 60 0 06 Oct 2022
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners Seonghyeon Ye Doyoung Kim Joel Jang Joongbo Shin Minjoon Seo FedML VLM UQCV LRM 121 25 0 06 Oct 2022
Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks Zhenhailong Wang Xiaoman Pan Dian Yu Dong Yu Jianshu Chen Heng Ji VLM 116 10 0 01 Oct 2022
Using contradictions improves question answering systems Étienne Fortier-Dubois Domenic Rosati 100 0 0 28 Sep 2022
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering Pan Lu Swaroop Mishra Tony Xia Liang Qiu Kai-Wei Chang Song-Chun Zhu Oyvind Tafjord Peter Clark Ashwin Kalyan ELM ReLM LRM 304 1,303 0 20 Sep 2022
Interactive Question Answering Systems: Literature Review Giovanni Maria Biancofiore Yashar Deldjoo Tommaso Di Noia E. Sciascio Fedelucio Narducci 111 23 0 04 Sep 2022
Interactive and Visual Prompt Engineering for Ad-hoc Task Adaptation with Large Language Models Hendrik Strobelt Albert Webson Victor Sanh Benjamin Hoover Johanna Beyer Hanspeter Pfister Alexander M. Rush VLM 80 142 0 16 Aug 2022
Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts Qinyuan Ye Juan Zha Xiang Ren MoE 85 14 0 25 May 2022
UL2: Unifying Language Learning Paradigms Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 144 313 0 10 May 2022
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation Ruixin Hong Hongming Zhang Xintong Yu Changshui Zhang ReLM LRM 95 33 0 05 May 2022
Improving In-Context Few-Shot Learning via Self-Supervised Training Mingda Chen Jingfei Du Ramakanth Pasunuru Todor Mihaylov Srini Iyer Ves Stoyanov Zornitsa Kozareva SSL AI4MH 111 67 0 03 May 2022
Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions Mihir Parmar Swaroop Mishra Mor Geva Chitta Baral 114 55 0 01 May 2022
Clues Before Answers: Generation-Enhanced Multiple-Choice QA Zixian Huang Ao Wu Jiaying Zhou Yu Gu Yue Zhao Gong Cheng 43 27 0 30 Apr 2022
Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems Yi-Lin Tuan Sajjad Beygi Maryam Fazel-Zarandi Qiaozi Gao Alessandra Cervone William Yang Wang LRM 79 23 0 20 Mar 2022
E-KAR: A Benchmark for Rationalizing Natural Language Analogical Reasoning Jiangjie Chen Rui Xu Ziquan Fu Wei Shi Zhongqiao Li Xinbo Zhang Changzhi Sun Lei Li Yanghua Xiao Hao Zhou ELM 78 35 0 16 Mar 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader? Ruoyao Wang Peter Alexander Jansen Marc-Alexandre Côté Prithviraj Ammanabrolu LLMAG ReLM LRM 136 129 0 14 Mar 2022
Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models Ning Ding Yujia Qin Guang Yang Fu Wei Zonghan Yang ... Jianfei Chen Yang Liu Jie Tang Juan Li Maosong Sun 119 205 0 14 Mar 2022
Semantic Sentence Composition Reasoning for Multi-Hop Question Answering Qianglong Chen LRM 62 2 0 01 Mar 2022
Rethinking the Role of Demonstrations: What Makes In-Context Learning Work? Sewon Min Xinxi Lyu Ari Holtzman Mikel Artetxe M. Lewis Hannaneh Hajishirzi Luke Zettlemoyer LLMAG LRM 196 1,507 0 25 Feb 2022
UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training Daniel Khashabi Yeganeh Kordi Hannaneh Hajishirzi 107 67 0 23 Feb 2022
Zero-shot and Few-shot Learning with Knowledge Graphs: A Comprehensive Survey Jiaoyan Chen Yuxia Geng Zhuo Chen Jeff Z. Pan Yuan He Wen Zhang Ian Horrocks Hua-zeng Chen 141 49 0 18 Dec 2021
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts Shane Storks Qiaozi Gao Aishwarya N. Reganti Govind Thattai 78 1 0 17 Dec 2021
Classification of Goods Using Text Descriptions With Sentences Retrieval Eunji Lee Sundong Kim Sihyun Kim Sungwon Park M. Cha ... Suyoung Yang Yeonsoo Choi Sungdae Ji Minsoo Song Heeja Kim 52 8 0 02 Nov 2021
MetaICL: Learning to Learn In Context Sewon Min M. Lewis Luke Zettlemoyer Hannaneh Hajishirzi LRM 251 493 0 29 Oct 2021
Hey AI, Can You Solve Complex Tasks by Talking to Agents? Tushar Khot Kyle Richardson Daniel Khashabi Ashish Sabharwal RALM LRM 72 14 0 16 Oct 2021
Generated Knowledge Prompting for Commonsense Reasoning Jiacheng Liu Alisa Liu Ximing Lu Sean Welleck Peter West Ronan Le Bras Yejin Choi Hannaneh Hajishirzi KELM RALM ReLM LLMAG LRM 147 326 0 15 Oct 2021
Feudal Reinforcement Learning by Reading Manuals Kai Wang Zhonghao Wang Mo Yu Humphrey Shi OffRL 79 0 0 13 Oct 2021
Reframing Instructional Prompts to GPTk's Language Swaroop Mishra Daniel Khashabi Chitta Baral Yejin Choi Hannaneh Hajishirzi 116 221 0 16 Sep 2021
On the Challenges of Evaluating Compositional Explanations in Multi-Hop Inference: Relevance, Completeness, and Expert Ratings Peter Alexander Jansen Kelly Smith Dan Moreno Huitzilin Ortiz CoGe ReLM LRM 78 9 0 07 Sep 2021
MuSiQue: Multihop Questions via Single-hop Question Composition H. Trivedi Niranjan Balasubramanian Tushar Khot Ashish Sabharwal LRM 152 282 0 02 Aug 2021
A Systematic Survey of Text Worlds as Embodied Natural Language Environments Peter Alexander Jansen LM&Ro 87 23 0 08 Jul 2021
On the Diversity and Limits of Human Explanations Chenhao Tan 97 33 0 22 Jun 2021
multiPRover: Generating Multiple Proofs for Improved Interpretability in Rule Reasoning Swarnadeep Saha Prateek Yadav Joey Tianyi Zhou ReLM LRM 96 26 0 02 Jun 2021
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction Minghan Shen Pratyay Banerjee Chitta Baral SSL 65 5 0 26 May 2021
Encoding Explanatory Knowledge for Zero-shot Science Question Answering Zili Zhou Marco Valentino Dónal Landers André Freitas 86 7 0 12 May 2021
Do Natural Language Explanations Represent Valid Logical Arguments? Verifying Entailment in Explainable NLI Gold Standards Marco Valentino Ian Pratt-Hartman André Freitas XAI LRM 90 11 0 05 May 2021
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP Qinyuan Ye Bill Yuchen Lin Xiang Ren 315 185 0 18 Apr 2021
Flexible Generation of Natural Language Deductions Kaj Bostrom Xinyu Zhao Swarat Chaudhuri Greg Durrett ReLM LRM 325 33 0 18 Apr 2021
SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning Aaron Chan Lyne Tchapmi Bo Long Soumya Sanyal Tanishq Gupta Xiang Ren ReLM LRM 110 11 0 18 Apr 2021
Cross-Task Generalization via Natural Language Crowdsourcing Instructions Swaroop Mishra Daniel Khashabi Chitta Baral Hannaneh Hajishirzi LRM 192 756 0 18 Apr 2021
ExplaGraphs: An Explanation Graph Generation Task for Structured Commonsense Reasoning Swarnadeep Saha Prateek Yadav Lisa Bauer Joey Tianyi Zhou LRM 94 59 0 15 Apr 2021
Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing Sarah Wiegreffe Ana Marasović XAI 104 146 0 24 Feb 2021
Going Full-TILT Boogie on Document Understanding with Text-Image-Layout Transformer Rafal Powalski Łukasz Borchmann Dawid Jurkiewicz Tomasz Dwojak Michal Pietruszka Gabriela Pałka ViT 96 160 0 18 Feb 2021
Think you have Solved Direct-Answer Question Answering? Try ARC-DA, the Direct-Answer AI2 Reasoning Challenge Sumithra Bhakthavatsalam Daniel Khashabi Tushar Khot Bhavana Dalvi Kyle Richardson Ashish Sabharwal Carissa Schoenick Oyvind Tafjord Peter Clark RALM AI4CE 80 66 0 05 Feb 2021
English Machine Reading Comprehension Datasets: A Survey Daria Dzendzik Carl Vogel Jennifer Foster RALM AIMat 90 49 0 25 Jan 2021
Did Aristotle Use a Laptop? A Question Answering Benchmark with Implicit Reasoning Strategies Mor Geva Daniel Khashabi Elad Segal Tushar Khot Dan Roth Jonathan Berant RALM 433 743 0 06 Jan 2021
How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering Zhengbao Jiang Jun Araki Haibo Ding Graham Neubig UQCV 70 439 0 02 Dec 2020
What do we expect from Multiple-choice QA Systems? Krunal Shah Nitish Gupta Dan Roth AAML 40 14 0 20 Nov 2020
EXAMS: A Multi-Subject High School Examinations Dataset for Cross-Lingual and Multilingual Question Answering Momchil Hardalov Todor Mihaylov Dimitrina Zlatkova Yoan Dinkov Ivan Koychev Preslav Nakov AI4Ed ELM 278 54 0 05 Nov 2020
Learning Contextualized Knowledge Structures for Commonsense Reasoning Jun Yan Mrigank Raman Aaron Chan Tianyu Zhang Ryan Rossi Handong Zhao Sungchul Kim Nedim Lipka Xiang Ren 310 37 0 24 Oct 2020