DeeLIO@NAACL-HLT

Publications

2021

Proceedings of Deep Learning Inside Out: The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, DeeLIO@NAACL-HLT 2021, Online, June 10 2021 DeeLIO@NAACL-HLT (2021)
Giovanni Puccetti, Alessio Miaschi, Felice Dell'Orletta
How Do BERT Embeddings Organize Linguistic Knowledge? DeeLIO@NAACL-HLT (2021)
Alessio Miaschi, Dominique Brunato, Felice Dell'Orletta, Giulia Venturi
What Makes My Model Perplexed? A Linguistic Investigation on Neural Language Models Perplexity. DeeLIO@NAACL-HLT (2021)
Junjie Wu, Hao Zhou
Augmenting Topic Aware Knowledge-Grounded Conversations with Dynamic Built Knowledge Graphs. DeeLIO@NAACL-HLT (2021)
Zeyu Yun, Yubei Chen, Bruno A. Olshausen, Yann LeCun
Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors. DeeLIO@NAACL-HLT (2021)
Taku Sakamoto, Akiko Aizawa
Predicting Numerals in Natural Language Text Using a Language Model Considering the Quantitative Aspects of Numerals. DeeLIO@NAACL-HLT (2021)
Vivek Srivastava, Stephen Pilli, Savita Bhat, Niranjan Pedanekar, Shirish Subhash Karande
What BERTs and GPTs know about your brand? Probing contextual language models for affect associations. DeeLIO@NAACL-HLT (2021)
Maria Becker, Siting Liang, Anette Frank
Reconstructing Implicit Knowledge with Language Models. DeeLIO@NAACL-HLT (2021)
Lisa Bauer, Lingjia Deng, Mohit Bansal
ERNIE-NLI: Analyzing the Impact of Domain-Specific External Knowledge on Enhanced Representations for NLI. DeeLIO@NAACL-HLT (2021)
Parsa Bagherzadeh, Sabine Bergler
Multi-input Recurrent Independent Mechanisms for leveraging knowledge sources: Case studies on sentiment analysis and health text mining. DeeLIO@NAACL-HLT (2021)
Dhairya Dalal, Mihael Arcan, Paul Buitelaar
Enhancing Multiple-Choice Question Answering with Causal Knowledge. DeeLIO@NAACL-HLT (2021)
Hyeju Jang, Seojin Bang, Wen Xiao, Giuseppe Carenini, Raymond T. Ng, Young Ji Lee
KW-ATTN: Knowledge Infused Attention for Accurate and Interpretable Text Classification. DeeLIO@NAACL-HLT (2021)
Vidhisha Balachandran, Bhuwan Dhingra, Haitian Sun, Michael Collins, William W. Cohen
Investigating the Effect of Background Knowledge on Natural Questions. DeeLIO@NAACL-HLT (2021)
Geetanjali Bihani, Julia Rayz
Low Anisotropy Sense Retrofitting (LASeR) : Towards Isotropic and Sense Enriched Representations. DeeLIO@NAACL-HLT (2021)
Tom Kersten, Hugh Mee Wong, Jaap Jumelet, Dieuwke Hupkes
Attention vs non-attention for a Shapley-based explanation method. DeeLIO@NAACL-HLT (2021)