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ReFactorGNNs: Revisiting Factorisation-based Models from a Message-Passing Perspective


Jul 21, 2022
Yihong Chen , Pushkar Mishra , Luca Franceschi , Pasquale Minervini , Pontus Stenetorp , Sebastian Riedel


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Logical Reasoning with Span Predictions: Span-level Logical Atoms for Interpretable and Robust NLI Models


May 23, 2022
Joe Stacey , Pasquale Minervini , Haim Dubossarsky , Marek Rei


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XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking


Apr 12, 2022
Han Zhou , Ignacio Iacobacci , Pasquale Minervini

* 11 pages, 2 figures 

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MedDistant19: A Challenging Benchmark for Distantly Supervised Biomedical Relation Extraction


Apr 10, 2022
Saadullah Amin , Pasquale Minervini , David Chang , Günter Neumann , Pontus Stenetorp

* Accepted by BioNLP'22 

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Differentiable Reasoning over Long Stories -- Assessing Systematic Generalisation in Neural Models


Mar 20, 2022
Wanshui Li , Pasquale Minervini


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A Probabilistic Framework for Knowledge Graph Data Augmentation


Oct 25, 2021
Jatin Chauhan , Priyanshu Gupta , Pasquale Minervini


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Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations


Oct 06, 2021
Yihong Chen , Pasquale Minervini , Sebastian Riedel , Pontus Stenetorp

* AKBC 2021 

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Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints


Jul 05, 2021
Yuxiang Wu , Pasquale Minervini , Pontus Stenetorp , Sebastian Riedel

* 7 pages, 1 figure, to be published in ACL-IJCNLP 2021 

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Implicit MLE: Backpropagating Through Discrete Exponential Family Distributions


Jun 03, 2021
Mathias Niepert , Pasquale Minervini , Luca Franceschi


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Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models


Feb 16, 2021
Daniel de Vassimon Manela , David Errington , Thomas Fisher , Boris van Breugel , Pasquale Minervini

* Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics (EACL 2021) 

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