K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters

K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters

5 February 2020

Xuanjing Huang

Papers citing "K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters"

16 / 316 papers shown

Title
Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers Anne Lauscher Olga Majewska Leonardo F. R. Ribeiro Iryna Gurevych Nikolai Rozanov Goran Glavavs KELM 39 79 0 24 May 2020
Adversarial Training for Commonsense Inference L. Pereira Xiaodong Liu Fei Cheng Masayuki Asahara Ichiro Kobayashi AAML 8 31 0 17 May 2020
Commonsense Evidence Generation and Injection in Reading Comprehension Ye Liu Tao Yang Zeyu You Wei Fan Philip S. Yu 33 14 0 11 May 2020
Self-supervised Knowledge Triplet Learning for Zero-shot Question Answering Pratyay Banerjee Chitta Baral 19 63 0 01 May 2020
AdapterFusion: Non-Destructive Task Composition for Transfer Learning Jonas Pfeiffer Aishwarya Kamath Andreas Rucklé Kyunghyun Cho Iryna Gurevych CLL MoMe 47 819 0 01 May 2020
Interpretable Entity Representations through Large-Scale Typing Yasumasa Onoe Greg Durrett 19 20 0 30 Apr 2020
Exploiting Structured Knowledge in Text via Graph-Guided Representation Learning Tao Shen Yi Mao Pengcheng He Guodong Long Adam Trischler Weizhu Chen 18 63 0 29 Apr 2020
Entities as Experts: Sparse Memory Access with Entity Supervision Thibault Févry Livio Baldini Soares Nicholas FitzGerald Eunsol Choi Tom Kwiatkowski RALM 30 151 0 15 Apr 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,452 0 18 Mar 2020
A Primer in BERTology: What we know about how BERT works Anna Rogers Olga Kovaleva Anna Rumshisky OffRL 35 1,461 0 27 Feb 2020
Integrating Graph Contextualized Knowledge into Pre-trained Language Models Bin He Di Zhou Jinghui Xiao Xin jiang Qun Liu Nicholas Jing Yuan Tong Xu AI4CE 19 77 0 30 Nov 2019
KEPLER: A Unified Model for Knowledge Embedding and Pre-trained Language Representation Xiaozhi Wang Tianyu Gao Zhaocheng Zhu Zhengyan Zhang Zhiyuan Liu Juan-Zi Li Jian Tang 15 647 0 13 Nov 2019
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT Nina Poerner Ulli Waltinger Hinrich Schütze 15 156 0 09 Nov 2019
Knowledge Enhanced Contextual Word Representations Matthew E. Peters Mark Neumann IV RobertL.Logan Roy Schwartz Vidur Joshi Sameer Singh Noah A. Smith 234 656 0 09 Sep 2019
Specializing Unsupervised Pretraining Models for Word-Level Semantic Similarity Anne Lauscher Ivan Vulić Edoardo Ponti Anna Korhonen Goran Glavavs SSL 25 57 0 05 Sep 2019
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 454 2,589 0 03 Sep 2019