Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures

Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures Eneko Agirre editor Marianna Apidianaki editor Ivan Vulić editor 2022-05 Association for Computational Linguistics Dublin, Ireland and Online text conference publication deelio-2022-deep https://aclanthology.org/2022.deelio-1.0/ Cross-lingual Semantic Role Labelling with the Valpal database knowledge Chinmay Choudhary author Colm O’Riordan author 2022-05 text Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures Eneko Agirre editor Marianna Apidianaki editor Ivan Vulić editor Association for Computational Linguistics Dublin, Ireland and Online conference publication choudhary-oriordan-2022-cross 10.18653/v1/2022.deelio-1.1 https://aclanthology.org/2022.deelio-1.1/ 2022-05 1 10 How Do Transformer-Architecture Models Address Polysemy of Korean Adverbial Postpositions? Seongmin Mun author Guillaume Desagulier author 2022-05 text Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures Eneko Agirre editor Marianna Apidianaki editor Ivan Vulić editor Association for Computational Linguistics Dublin, Ireland and Online conference publication mun-desagulier-2022-transformer 10.18653/v1/2022.deelio-1.2 https://aclanthology.org/2022.deelio-1.2/ 2022-05 11 21 Query Generation with External Knowledge for Dense Retrieval Sukmin Cho author Soyeong Jeong author Wonsuk Yang author Jong Park author 2022-05 text Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures Eneko Agirre editor Marianna Apidianaki editor Ivan Vulić editor Association for Computational Linguistics Dublin, Ireland and Online conference publication cho-etal-2022-query 10.18653/v1/2022.deelio-1.3 https://aclanthology.org/2022.deelio-1.3/ 2022-05 22 32 Uncovering Values: Detecting Latent Moral Content from Natural Language with Explainable and Non-Trained Methods Luigi Asprino author Luana Bulla author Stefano De Giorgis author Aldo Gangemi author Ludovica Marinucci author Misael Mongiovi author 2022-05 text Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures Eneko Agirre editor Marianna Apidianaki editor Ivan Vulić editor Association for Computational Linguistics Dublin, Ireland and Online conference publication asprino-etal-2022-uncovering 10.18653/v1/2022.deelio-1.4 https://aclanthology.org/2022.deelio-1.4/ 2022-05 33 41 Jointly Identifying and Fixing Inconsistent Readings from Information Extraction Systems Ankur Padia author Francis Ferraro author Tim Finin author 2022-05 text Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures Eneko Agirre editor Marianna Apidianaki editor Ivan Vulić editor Association for Computational Linguistics Dublin, Ireland and Online conference publication padia-etal-2022-jointly 10.18653/v1/2022.deelio-1.5 https://aclanthology.org/2022.deelio-1.5/ 2022-05 42 52 KIQA: Knowledge-Infused Question Answering Model for Financial Table-Text Data Rungsiman Nararatwong author Natthawut Kertkeidkachorn author Ryutaro Ichise author 2022-05 text Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures Eneko Agirre editor Marianna Apidianaki editor Ivan Vulić editor Association for Computational Linguistics Dublin, Ireland and Online conference publication nararatwong-etal-2022-kiqa 10.18653/v1/2022.deelio-1.6 https://aclanthology.org/2022.deelio-1.6/ 2022-05 53 61 Trans-KBLSTM: An External Knowledge Enhanced Transformer BiLSTM Model for Tabular Reasoning Yerram Varun author Aayush Sharma author Vivek Gupta author 2022-05 text Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures Eneko Agirre editor Marianna Apidianaki editor Ivan Vulić editor Association for Computational Linguistics Dublin, Ireland and Online conference publication varun-etal-2022-trans 10.18653/v1/2022.deelio-1.7 https://aclanthology.org/2022.deelio-1.7/ 2022-05 62 78 Fast Few-shot Debugging for NLU Test Suites Christopher Malon author Kai Li author Erik Kruus author 2022-05 text Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures Eneko Agirre editor Marianna Apidianaki editor Ivan Vulić editor Association for Computational Linguistics Dublin, Ireland and Online conference publication malon-etal-2022-fast 10.18653/v1/2022.deelio-1.8 https://aclanthology.org/2022.deelio-1.8/ 2022-05 79 86 On Masked Language Models for Contextual Link Prediction Angus Brayne author Maciej Wiatrak author Dane Corneil author 2022-05 text Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures Eneko Agirre editor Marianna Apidianaki editor Ivan Vulić editor Association for Computational Linguistics Dublin, Ireland and Online conference publication brayne-etal-2022-masked 10.18653/v1/2022.deelio-1.9 https://aclanthology.org/2022.deelio-1.9/ 2022-05 87 99 What Makes Good In-Context Examples for GPT-3? Jiachang Liu author Dinghan Shen author Yizhe Zhang author Bill Dolan author Lawrence Carin author Weizhu Chen author 2022-05 text Proceedings of Deep Learning Inside Out (DeeLIO 2022): The 3rd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures Eneko Agirre editor Marianna Apidianaki editor Ivan Vulić editor Association for Computational Linguistics Dublin, Ireland and Online conference publication liu-etal-2022-makes 10.18653/v1/2022.deelio-1.10 https://aclanthology.org/2022.deelio-1.10/ 2022-05 100 114