Search Results for author:
Found 5 papers, 4 papers with code
Eye Gaze and Self-attention: How Humans and Transformers Attend Words in Sentences
Attention describes cognitive processes that are important to many human phenomena including reading.
Assessing and Enhancing the Robustness of Large Language Models with Task Structure Variations for Logical Reasoning
Despite their high performance on the original publicly available datasets, we find that all models perform poorly on these newly constructed datasets.
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions
We equip a smaller Language Model to generalise to answering challenging compositional questions that have not been seen in training.
Abstract Meaning Representation-Based Logic-Driven Data Augmentation for Logical Reasoning
Combining large language models with logical reasoning enhances their capacity to address problems in a robust and reliable manner.
Multi-Step Deductive Reasoning Over Natural Language: An Empirical Study on Out-of-Distribution Generalisation
In our model, reasoning is performed using an iterative memory neural network based on RNN with a gated attention mechanism.
