NLPExplorer

DeeLIO - 2021

Total Papers:- 15

Total Papers accross all years:- 38

Total Citations :- 0

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Low Anisotropy Sense Retrofitting (LASeR) : Towards Isotropic and Sense Enriched Representations

Geetanjali Bihani | Julia Rayz |

Predicting Numerals in Natural Language Text Using a Language Model Considering the Quantitative Aspects of Numerals

Taku Sakamoto | Akiko Aizawa |

ERNIE-NLI: Analyzing the Impact of Domain-Specific External Knowledge on Enhanced Representations for NLI

Lisa Bauer | Lingjia Deng | Mohit Bansal |

Attention vs non-attention for a Shapley-based explanation method

Tom Kersten | Hugh Mee Wong | Jaap Jumelet | Dieuwke Hupkes |

What Makes My Model Perplexed? A Linguistic Investigation on Neural Language Models Perplexity

Alessio Miaschi | Dominique Brunato | Felice Dell’Orletta | Giulia Venturi |

What BERTs and GPTs know about your brand? Probing contextual language models for affect associations

Investigating the Effect of Background Knowledge on Natural Questions

Augmenting Topic Aware Knowledge-Grounded Conversations with Dynamic Built Knowledge Graphs

Junjie Wu | Hao Zhou |

How Do BERT Embeddings Organize Linguistic Knowledge?

Giovanni Puccetti | Alessio Miaschi | Felice Dell’Orletta |

Proceedings of Deep Learning Inside Out (DeeLIO): The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures

Eneko Agirre | Marianna Apidianaki | Ivan Vulić |

Multi-input Recurrent Independent Mechanisms for leveraging knowledge sources: Case studies on sentiment analysis and health text mining

Parsa Bagherzadeh | Sabine Bergler |

Reconstructing Implicit Knowledge with Language Models

Maria Becker | Siting Liang | Anette Frank |

Enhancing Multiple-Choice Question Answering with Causal Knowledge

Dhairya Dalal | Mihael Arcan | Paul Buitelaar |

KW-ATTN: Knowledge Infused Attention for Accurate and Interpretable Text Classification