Align, Mask and Select: A Simple Method for Incorporating Commonsense
Knowledge into Language Representation Models

Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models

19 August 2019

Qian Chen

Wen Wang

Papers citing "Align, Mask and Select: A Simple Method for Incorporating Commonsense Knowledge into Language Representation Models"

13 / 13 papers shown

Title
ALBERT with Knowledge Graph Encoder Utilizing Semantic Similarity for Commonsense Question Answering Byeongmin Choi Yong-Sook Lee Yeunwoong Kyung Eunchan Kim 10 10 0 14 Nov 2022
ComFact: A Benchmark for Linking Contextual Commonsense Knowledge Silin Gao Jena D. Hwang Saya Kanno Hiromi Wakaki Yuki Mitsufuji Antoine Bosselut HILM 30 16 0 23 Oct 2022
DictBERT: Dictionary Description Knowledge Enhanced Language Model Pre-training via Contrastive Learning Qianglong Chen Feng-Lin Li Guohai Xu Ming Yan Ji Zhang Yin Zhang 26 22 0 01 Aug 2022
Zero-shot Commonsense Question Answering with Cloze Translation and Consistency Optimization Zi-Yi Dou Nanyun Peng ELM 13 26 0 01 Jan 2022
Classifying vaccine sentiment tweets by modelling domain-specific representation and commonsense knowledge into context-aware attentive GRU Usman Naseem Matloob Khushi Jinman Kim A. Dunn 11 12 0 17 Jun 2021
Identify, Align, and Integrate: Matching Knowledge Graphs to Commonsense Reasoning Tasks Lisa Bauer Mohit Bansal 11 19 0 20 Apr 2021
Relational World Knowledge Representation in Contextual Language Models: A Review Tara Safavi Danai Koutra KELM 22 51 0 12 Apr 2021
Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge Kai Sun Dian Yu Jianshu Chen Dong Yu Claire Cardie 25 12 0 12 Sep 2020
Contrastive Self-Supervised Learning for Commonsense Reasoning T. Klein Moin Nabi LRM SSL 11 63 0 02 May 2020
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 224 655 0 09 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,584 0 03 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,943 0 20 Apr 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,740 0 26 Sep 2016