Oliver Lemon
4 أوراق في مجموعة PaperMetrix
أوراق هذا المؤلف
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Crowd-sourcing NLG Data: Pictures Elicit Better Data.
2016
Recent advances in corpus-based Natural Language Generation (NLG) hold the promise of being easily portable across domains, but require costly training data, consisting of meaning representations (MRs) paired with Natural Language (NL) utterances. In this …
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An Incremental Dialogue System for Learning Visually Grounded Language (demonstration system)
2016 · Edinburgh Napier Research Repository (Edinburgh Napier University)
We present a multi-modal dialogue system for interactive learning of perceptually grounded word meanings from a human tutor. The system integrates an incremental, semantic, and bi-directional grammar framework – Dynamic Syntax and Type Theory with …
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Alana: Social Dialogue using an Ensemble Model and a Ranker trained on User Feedback
2017 · Edinburgh Napier Research Repository (Edinburgh Napier University)
We describe our Alexa prize system (called ‘Alana’) which consists of an ensemble of bots, combining rule-based and machine learning systems, and using a contextual ranking mechanism to choose system responses. This paper reports on …
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Shaking Up VLMs: Comparing Transformers and Structured State Space Models for Vision & Language Modeling
2024
This study explores replacing Transformers in Visual Language Models (VLMs) with Mamba, a recent structured state space model (SSM) that demonstrates promising performance in sequence modeling.We test models up to 3B parameters under controlled conditions, …