Incorporating Commonsense Knowledge Graph in Pretrained Models for
Social Commonsense Tasks

Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks

12 May 2021

Yang Liu

Karthik Gopalakrishnan

Behnam Hedayatnia

Dilek Z. Hakkani-Tür

Papers citing "Incorporating Commonsense Knowledge Graph in Pretrained Models for Social Commonsense Tasks"

18 / 18 papers shown

Title
Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths Haozhe Ji Pei Ke Shaohan Huang Furu Wei Minlie Huang ReLM LRM 42 24 0 24 Sep 2020
Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph Haozhe Ji Pei Ke Shaohan Huang Furu Wei Xiaoyan Zhu Minlie Huang ReLM LRM 46 114 0 24 Sep 2020
UnifiedQA: Crossing Format Boundaries With a Single QA System Daniel Khashabi Sewon Min Tushar Khot Ashish Sabharwal Oyvind Tafjord Peter Clark Hannaneh Hajishirzi 105 727 0 02 May 2020
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks Suchin Gururangan Ana Marasović Swabha Swayamdipta Kyle Lo Iz Beltagy Doug Downey Noah A. Smith VLM AI4CE CLL 101 2,380 0 23 Apr 2020
Unsupervised Commonsense Question Answering with Self-Talk Vered Shwartz Peter West Ronan Le Bras Chandra Bhagavatula Yejin Choi ReLM SSL AI4MH LRM 34 260 0 11 Apr 2020
Dynamic Neuro-Symbolic Knowledge Graph Construction for Zero-shot Commonsense Question Answering Antoine Bosselut Ronan Le Bras Yejin Choi NAI 45 41 0 10 Nov 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 258 19,824 0 23 Oct 2019
How Additional Knowledge can Improve Natural Language Commonsense Question Answering? Arindam Mitra Pratyay Banerjee Kuntal Kumar Pal Swaroop Mishra Chitta Baral KELM 51 31 0 19 Sep 2019
Cosmos QA: Machine Reading Comprehension with Contextual Commonsense Reasoning Lifu Huang Ronan Le Bras Chandra Bhagavatula Yejin Choi AIMat RALM LRM 70 450 0 31 Aug 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 392 24,160 0 26 Jul 2019
WinoGrande: An Adversarial Winograd Schema Challenge at Scale Keisuke Sakaguchi Ronan Le Bras Chandra Bhagavatula Yejin Choi 48 211 0 24 Jul 2019
Explain Yourself! Leveraging Language Models for Commonsense Reasoning Nazneen Rajani Bryan McCann Caiming Xiong R. Socher ReLM LRM 61 561 0 06 Jun 2019
HellaSwag: Can a Machine Really Finish Your Sentence? Rowan Zellers Ari Holtzman Yonatan Bisk Ali Farhadi Yejin Choi 67 2,373 0 19 May 2019
CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Alon Talmor Jonathan Herzig Nicholas Lourie Jonathan Berant RALM 115 1,677 0 02 Nov 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 914 93,936 0 11 Oct 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 36 77 0 01 Mar 2018
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 122 2,874 0 12 Dec 2016
Bidirectional Attention Flow for Machine Comprehension Minjoon Seo Aniruddha Kembhavi Ali Farhadi Hannaneh Hajishirzi 105 2,088 0 05 Nov 2016