Search Results for author: Diana Benavides-Prado

Found 3 papers, 1 papers with code

Answering Unseen Questions With Smaller Language Models Using Rationale Generation and Dense Retrieval

no code implementations9 Aug 2023 Tim Hartill, Diana Benavides-Prado, Michael Witbrock, Patricia J. Riddle

When provided with sufficient explanatory context, smaller Language Models have been shown to exhibit strong reasoning ability on challenging short-answer question-answering tasks where the questions are unseen in training.

Language Modelling Question Answering +2

Neuromodulation Gated Transformer

1 code implementation5 May 2023 Kobe Knowles, Joshua Bensemann, Diana Benavides-Prado, Vithya Yogarajan, Michael Witbrock, Gillian Dobbie, Yang Chen

We introduce a novel architecture, the Neuromodulation Gated Transformer (NGT), which is a simple implementation of neuromodulation in transformers via a multiplicative effect.

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