Adversarial Sets for Regularising Neural Link Predictors
Paper • 1707.07596 • Published
AI & ML interests
Foundation Models for Healthcare | Clinical AI | Large Medical Datasets
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pminervini
authored 20
papers 5 days ago
Extrapolation in NLP
Paper • 1805.06648 • Published
Jack the Reader - A Machine Reading Framework
Paper • 1806.08727 • Published
Towards Neural Theorem Proving at Scale
Paper • 1807.08204 • Published
Embedding Cardinality Constraints in Neural Link Predictors
Paper • 1812.06455 • Published
Neural Variational Inference For Estimating Uncertainty in Knowledge Graph Embeddings
Paper • 1906.04985 • Published
Differentiable Reasoning on Large Knowledge Bases and Natural Language
Paper • 1912.10824 • Published
Undersensitivity in Neural Reading Comprehension
Paper • 2003.04808 • Published
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training
Paper • 2004.07790 • Published
Knowledge Graph Embeddings and Explainable AI
Paper • 2004.14843 • Published
WordCraft: An Environment for Benchmarking Commonsense Agents
Paper • 2007.09185 • Published
Don't Read Too Much into It: Adaptive Computation for Open-Domain Question Answering
Paper • 2011.05435 • Published
NeurIPS 2020 EfficientQA Competition: Systems, Analyses and Lessons Learned
Paper • 2101.00133 • Published
Stereotype and Skew: Quantifying Gender Bias in Pre-trained and Fine-tuned Language Models
Paper • 2101.09688 • Published
Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement Learning
Paper • 2102.04220 • Published
Combining Inductive and Deductive Reasoning for Query Answering over Incomplete Knowledge Graphs
Paper • 2106.14052 • Published
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints
Paper • 2107.02102 • Published
Relation Prediction as an Auxiliary Training Objective for Improving Multi-Relational Graph Representations
Paper • 2110.02834 • Published
A Probabilistic Framework for Knowledge Graph Data Augmentation
Paper • 2110.13205 • Published
Differentiable Reasoning over Long Stories -- Assessing Systematic Generalisation in Neural Models
Paper • 2203.10620 • Published