Deep Learning Inside Out (DeeLIO)
Knowledge Extraction and Integration for
Deep Learning Architectures
Workshop@NAACL 2021 June, 10
Papers accepted at DeeLIO 2022!
Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM model for Tabular Reasoning
Yerram Varun, Aayush Sharma, Vivek Gupta
KIQA: Knowledge-Infused Question Answering Model for Financial Table-Text Data
Rungsiman Nararatwong, Natthawut Kertkeidkachorn, Ryutaro Ichise
Jointly Identifying and Fixing Inconsistent Readings from Information Extraction Systems
Ankur Padia, Francis Ferraro, Tim Finin
Query Generation with External Knowledge for Dense Retrieval
Sukmin Cho, Soyeong Jeong, Wonsuk Yang, Jong C. Park
Uncovering Values: Detecting Latent Moral Content from Natural Language with Explainable and Non-Trained Methods
Luigi Asprino, Luana Bulla, Stefano De Giorgis, Aldo Gangemi,Ludovica Marinucci,Misael Mongiovì
How do transformer-architecture models address polysemy of Korean adverbial postpositions?
Seongmin Mun, Guillaume Desagulier
Cross-lingual Semantic Role Labelling with the Valpal database knowledge
Chinmay Choudhary, Colm O'Riordan
Fast Few-shot Debugging for NLU Test Suites
Christopher Malon, Kai Li, Erik J. Kruus
What Makes Good In-Context Examples for GPT-3?
Jiachang Liu, Dinghan Shen, Yizhe Zhang, Bill Dolan, Lawrence Carin, Weizhu Chen
On Masked Language Models for Contextual Link Prediction
Angus Brayne, Maciej Wiatrak, Dane S. Corneil