Encoding Explanatory Knowledge for Zero-shot Science Question Answering

12 May 2021

Papers citing "Encoding Explanatory Knowledge for Zero-shot Science Question Answering"

35 / 35 papers shown

Title
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 82 49 0 01 Oct 2020
Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering Pratyay Banerjee Chitta Baral 53 65 0 01 May 2020
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 95 289 0 24 Nov 2019
Quick and (not so) Dirty: Unsupervised Selection of Justification Sentences for Multi-hop Question Answering Vikas Yadav Steven Bethard Mihai Surdeanu 105 76 0 17 Nov 2019
QASC: A Dataset for Question Answering via Sentence Composition Tushar Khot Peter Clark Michal Guerquin Peter Alexander Jansen Ashish Sabharwal CoGe 73 328 0 25 Oct 2019
Identifying Supporting Facts for Multi-hop Question Answering with Document Graph Networks Mokanarangan Thayaparan Marco Valentino Viktor Schlegel André Freitas GNN 38 16 0 01 Oct 2019
From 'F' to Á' on the N.Y. Regents Science Exams: An Overview of the Aristo Project Peter Clark Oren Etzioni Daniel Khashabi Tushar Khot Bhavana Dalvi ... Niket Tandon Sumithra Bhakthavatsalam Dirk Groeneveld Michal Guerquin Michael Schmitz ELM 87 99 0 04 Sep 2019
Careful Selection of Knowledge to solve Open Book Question Answering Pratyay Banerjee Kuntal Kumar Pal Arindam Mitra Chitta Baral 55 61 0 24 Jul 2019
Question Answering as Global Reasoning over Semantic Abstractions Daniel Khashabi Tushar Khot Ashish Sabharwal Dan Roth 61 81 0 09 Jun 2019
Explain Yourself! Leveraging Language Models for Commonsense Reasoning Nazneen Rajani Bryan McCann Caiming Xiong R. Socher ReLM LRM 79 565 0 06 Jun 2019
Dynamically Fused Graph Network for Multi-hop Reasoning Yunxuan Xiao Yanru Qu Lin Qiu Hao Zhou Lei Li Weinan Zhang Yong Yu 71 191 0 16 May 2019
Cognitive Graph for Multi-Hop Reading Comprehension at Scale Ming Ding Chang Zhou Qibin Chen Hongxia Yang Jie Tang 75 226 0 14 May 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 132 2,974 0 26 Mar 2019
DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs Dheeru Dua Yizhong Wang Pradeep Dasigi Gabriel Stanovsky Sameer Singh Matt Gardner AIMat 96 955 0 01 Mar 2019
Improving Retrieval-Based Question Answering with Deep Inference Models George-Sebastian Pirtoaca Traian Rebedea Stefan Ruseti LRM ReLM 16 9 0 07 Dec 2018
Exploiting Explicit Paths for Multi-hop Reading Comprehension Souvik Kundu Tushar Khot Ashish Sabharwal Peter Clark 86 51 0 02 Nov 2018
Improving Machine Reading Comprehension with General Reading Strategies Kai Sun Dian Yu Dong Yu Claire Cardie AI4CE 71 116 0 31 Oct 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
HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering Zhilin Yang Peng Qi Saizheng Zhang Yoshua Bengio William W. Cohen Ruslan Salakhutdinov Christopher D. Manning RALM 171 2,655 0 25 Sep 2018
Answering Science Exam Questions Using Query Rewriting with Background Knowledge Ryan Musa Xiaoyang Wang Achille Fokoue Nicholas Mattei Maria Chang Pavan Kapanipathi B. Makni Kartik Talamadupula Michael Witbrock 41 12 0 15 Sep 2018
Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering Todor Mihaylov Peter Clark Tushar Khot Ashish Sabharwal 113 1,537 0 08 Sep 2018
Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering Jianmo Ni Chenguang Zhu Weizhu Chen Julian McAuley RALM 41 38 0 28 Aug 2018
Sanity Check: A Strong Alignment and Information Retrieval Baseline for Question Answering Vikas Yadav Rebecca Sharp Mihai Surdeanu 41 15 0 05 Jul 2018
KG^2: Learning to Reason Science Exam Questions with Contextual Knowledge Graph Embeddings Yuyu Zhang H. Dai Kamil Toraman Le Song RALM 44 28 0 31 May 2018
Think you have Solved Question Answering? Try ARC, the AI2 Reasoning Challenge Peter Clark Isaac Cowhey Oren Etzioni Tushar Khot Ashish Sabharwal Carissa Schoenick Oyvind Tafjord ELM RALM LRM 158 2,610 0 14 Mar 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
Yuanfudao at SemEval-2018 Task 11: Three-way Attention and Relational Knowledge for Commonsense Machine Comprehension Liang Wang Meng Sun Wei Zhao Kewei Shen Jingming Liu FedML 50 77 0 01 Mar 2018
WorldTree: A Corpus of Explanation Graphs for Elementary Science Questions supporting Multi-Hop Inference Peter Alexander Jansen Elizabeth Wainwright Steven Marmorstein Clayton T. Morrison 65 122 0 08 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 701 131,652 0 12 Jun 2017
Answering Complex Questions Using Open Information Extraction Tushar Khot Ashish Sabharwal Peter Clark RALM 47 112 0 19 Apr 2017
A Broad-Coverage Challenge Corpus for Sentence Understanding through Inference Adina Williams Nikita Nangia Samuel R. Bowman 520 4,479 0 18 Apr 2017
RACE: Large-scale ReAding Comprehension Dataset From Examinations Guokun Lai Qizhe Xie Hanxiao Liu Yiming Yang Eduard H. Hovy ELM 183 1,348 0 15 Apr 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 196 2,896 0 12 Dec 2016
Science Question Answering using Instructional Materials Mrinmaya Sachan Kumar Avinava Dubey Eric Xing 41 27 0 13 Feb 2016
A large annotated corpus for learning natural language inference Samuel R. Bowman Gabor Angeli Christopher Potts Christopher D. Manning 313 4,284 0 21 Aug 2015