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A Simple Method for Commonsense Reasoning

7 June 2018

Papers citing "A Simple Method for Commonsense Reasoning"

41 / 291 papers shown

Title
CALM: Continuous Adaptive Learning for Language Modeling Kristjan Arumae Parminder Bhatia CLL KELM 29 6 0 08 Apr 2020
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering Changmao Li Jinho Choi 51 26 0 07 Apr 2020
TextGAIL: Generative Adversarial Imitation Learning for Text Generation Qingyang Wu Lei Li Zhou Yu GAN 92 50 0 07 Apr 2020
On the Role of Conceptualization in Commonsense Knowledge Graph Construction Mutian He Yangqiu Song Kun Xu Dong Yu 43 13 0 06 Mar 2020
UniLMv2: Pseudo-Masked Language Models for Unified Language Model Pre-Training Hangbo Bao Li Dong Furu Wei Wenhui Wang Nan Yang ... Yu Wang Songhao Piao Jianfeng Gao Ming Zhou H. Hon AI4CE 88 397 0 28 Feb 2020
MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers Wenhui Wang Furu Wei Li Dong Hangbo Bao Nan Yang Ming Zhou VLM 239 1,285 0 25 Feb 2020
Training Question Answering Models From Synthetic Data Raul Puri Ryan Spring M. Patwary Mohammad Shoeybi Bryan Catanzaro ELM 81 160 0 22 Feb 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 369 1,627 0 21 Jan 2020
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 190 1,415 0 28 Nov 2019
Evaluating Commonsense in Pre-trained Language Models Xuhui Zhou Yue Zhang Leyang Cui Dandan Huang AI4MH LRM 88 185 0 27 Nov 2019
Transfer Learning from Transformers to Fake News Challenge Stance Detection (FNC-1) Task Valeriya Slovikovskaya 60 42 0 31 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 650 20,418 0 23 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 492 6,479 0 26 Sep 2019
Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach Shiyang Li Jianshu Chen Dian Yu ReLM LRM 77 19 0 20 Sep 2019
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism Mohammad Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 363 1,925 0 17 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 151 1,254 0 11 Sep 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Bill Yuchen Lin Xinyue Chen Jamin Chen Xiang Ren 95 464 0 04 Sep 2019
Commonsense Knowledge Mining from Pretrained Models Joshua Feldman Joe Davison Alexander M. Rush SSL 102 331 0 02 Sep 2019
EntEval: A Holistic Evaluation Benchmark for Entity Representations Mingda Chen Zewei Chu Yang Chen K. Stratos Kevin Gimpel 56 12 0 31 Aug 2019
WikiCREM: A Large Unsupervised Corpus for Coreference Resolution Vid Kocijan Oana-Maria Camburu Ana-Maria Cretu Yordan Yordanov Phil Blunsom Thomas Lukasiewicz 89 29 0 21 Aug 2019
Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models Zhiquan Ye Qian Chen Wen Wang Zhenhua Ling 94 68 0 19 Aug 2019
A Hybrid Neural Network Model for Commonsense Reasoning Pengcheng He Xiaodong Liu Weizhu Chen Jianfeng Gao LRM 75 29 0 27 Jul 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 794 24,615 0 26 Jul 2019
WinoGrande: An Adversarial Winograd Schema Challenge at Scale Keisuke Sakaguchi Ronan Le Bras Chandra Bhagavatula Yejin Choi 99 223 0 24 Jul 2019
One Epoch Is All You Need Aran Komatsuzaki 78 51 0 16 Jun 2019
Explain Yourself! Leveraging Language Models for Commonsense Reasoning Nazneen Rajani Bryan McCann Caiming Xiong R. Socher ReLM LRM 102 566 0 06 Jun 2019
Learning to Explain: Answering Why-Questions via Rephrasing Allen Nie Erin D. Bennett Noah D. Goodman ReLM LRM 50 4 0 04 Jun 2019
Attention Is (not) All You Need for Commonsense Reasoning T. Klein Moin Nabi LRM 79 37 0 31 May 2019
A Surprisingly Robust Trick for Winograd Schema Challenge Vid Kocijan Ana-Maria Cretu Oana-Maria Camburu Yordan Yordanov Thomas Lukasiewicz 88 101 0 15 May 2019
ASER: A Large-scale Eventuality Knowledge Graph Hongming Zhang Xin Liu Haojie Pan Yangqiu Song C. Leung SLR 104 163 0 01 May 2019
Enabling Robots to Understand Incomplete Natural Language Instructions Using Commonsense Reasoning Haonan Chen Hao Tan Alan Kuntz Joey Tianyi Zhou Ron Alterovitz LM&Ro LRM 76 45 0 29 Apr 2019
Exploring Unsupervised Pretraining and Sentence Structure Modelling for Winograd Schema Challenge Yu-Ping Ruan Xiao-Dan Zhu Zhenhua Ling Zhan Shi Quan Liu Si Wei 58 16 0 22 Apr 2019
Unsupervised Deep Structured Semantic Models for Commonsense Reasoning Shuohang Wang Sheng Zhang Yelong Shen Xiaodong Liu Jingjing Liu Jianfeng Gao Jing Jiang LRM 156 15 0 03 Apr 2019
Human-Centered Artificial Intelligence and Machine Learning Mark O. Riedl SyDa 126 273 0 31 Jan 2019
How Reasonable are Common-Sense Reasoning Tasks: A Case-Study on the Winograd Schema Challenge and SWAG P. Trichelair Ali Emami Adam Trischler Kaheer Suleman Jackie C.K. Cheung LRM 79 43 0 05 Nov 2018
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 172 1,754 0 02 Nov 2018
ReCoRD: Bridging the Gap between Human and Machine Commonsense Reading Comprehension Sheng Zhang Xiaodong Liu Jingjing Liu Jianfeng Gao Kevin Duh Benjamin Van Durme 83 314 0 30 Oct 2018
A Knowledge Hunting Framework for Common Sense Reasoning Ali Emami Noelia De La Cruz Adam Trischler Kaheer Suleman Jackie C.K. Cheung LRM 79 39 0 02 Oct 2018
A Simple Machine Learning Method for Commonsense Reasoning? A Short Commentary on Trinh & Le (2018) Walid S. Saba ReLM LRM 42 5 0 01 Oct 2018
On the Winograd Schema: Situating Language Understanding in the Data-Information-Knowledge Continuum Walid S. Saba 23 1 0 30 Sep 2018
Deep Reinforcement Learning For Sequence to Sequence Models Yaser Keneshloo Tian Shi Naren Ramakrishnan Chandan K. Reddy AIMat 3DV OffRL 92 211 0 24 May 2018