A Simple Method for Commonsense Reasoning

7 June 2018

Papers citing "A Simple Method for Commonsense Reasoning"

41 / 291 papers shown

Title
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering Changmao Li Jinho Choi 17 26 0 07 Apr 2020
TextGAIL: Generative Adversarial Imitation Learning for Text Generation Qingyang Wu Lei Li Zhou Yu GAN 19 47 0 07 Apr 2020
On the Role of Conceptualization in Commonsense Knowledge Graph Construction Mutian He Yangqiu Song Kun Xu Dong Yu 12 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-Chiang Frank Wang Songhao Piao Jianfeng Gao Ming Zhou H. Hon AI4CE 44 392 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 47 1,214 0 25 Feb 2020
Training Question Answering Models From Synthetic Data Raul Puri Ryan Spring M. Patwary Mohammad Shoeybi Bryan Catanzaro ELM 24 159 0 22 Feb 2020
Exploiting Cloze Questions for Few Shot Text Classification and Natural Language Inference Timo Schick Hinrich Schütze 258 1,591 0 21 Jan 2020
How Can We Know What Language Models Know? Zhengbao Jiang Frank F. Xu Jun Araki Graham Neubig KELM 47 1,374 0 28 Nov 2019
Evaluating Commonsense in Pre-trained Language Models Xuhui Zhou Yue Zhang Leyang Cui Dandan Huang AI4MH LRM 25 182 0 27 Nov 2019
Transfer Learning from Transformers to Fake News Challenge Stance Detection (FNC-1) Task Valeriya Slovikovskaya 24 41 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 144 19,578 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 124 6,380 0 26 Sep 2019
Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach Shiyang Li Jianshu Chen Dian Yu ReLM LRM 22 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 245 1,836 0 17 Sep 2019
CTRL: A Conditional Transformer Language Model for Controllable Generation N. Keskar Bryan McCann Lav Varshney Caiming Xiong R. Socher AI4CE 57 1,237 0 11 Sep 2019
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Bill Yuchen Lin Xinyue Chen Jamin Chen Xiang Ren 24 460 0 04 Sep 2019
Commonsense Knowledge Mining from Pretrained Models Joshua Feldman Joe Davison Alexander M. Rush SSL 22 329 0 02 Sep 2019
EntEval: A Holistic Evaluation Benchmark for Entity Representations Mingda Chen Zewei Chu Yang Chen K. Stratos Kevin Gimpel 27 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 36 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 27 68 0 19 Aug 2019
A Hybrid Neural Network Model for Commonsense Reasoning Pengcheng He Xiaodong Liu Weizhu Chen Jianfeng Gao LRM 11 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 189 23,959 0 26 Jul 2019
WinoGrande: An Adversarial Winograd Schema Challenge at Scale Keisuke Sakaguchi Ronan Le Bras Chandra Bhagavatula Yejin Choi 34 202 0 24 Jul 2019
One Epoch Is All You Need Aran Komatsuzaki 21 50 0 16 Jun 2019
Explain Yourself! Leveraging Language Models for Commonsense Reasoning Nazneen Rajani Bryan McCann Caiming Xiong R. Socher ReLM LRM 22 554 0 06 Jun 2019
Learning to Explain: Answering Why-Questions via Rephrasing Allen Nie Erin D. Bennett Noah D. Goodman ReLM LRM 31 4 0 04 Jun 2019
Attention Is (not) All You Need for Commonsense Reasoning T. Klein Moin Nabi LRM 11 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 26 101 0 15 May 2019
ASER: A Large-scale Eventuality Knowledge Graph Hongming Zhang Xin Liu Haojie Pan Yangqiu Song C. Leung SLR 29 159 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 7 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 9 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 27 15 0 03 Apr 2019
Human-Centered Artificial Intelligence and Machine Learning Mark O. Riedl SyDa 35 261 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 14 43 0 05 Nov 2018
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 43 1,623 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 20 310 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 17 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 14 5 0 01 Oct 2018
On the Winograd Schema: Situating Language Understanding in the Data-Information-Knowledge Continuum Walid S. Saba 13 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 30 208 0 24 May 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016