Search Results for author: Robert J. Ross

Found 6 papers, 2 papers with code

Language-Driven Region Pointer Advancement for Controllable Image Captioning

1 code implementation COLING 2020 Annika Lindh, Robert J. Ross, John D. Kelleher

A vital component of the Controllable Image Captioning architecture is the mechanism that decides the timing of attending to each region through the advancement of a region pointer.

controllable image captioning Sentence

Capturing Dialogue State Variable Dependencies with an Energy-based Neural Dialogue State Tracker

no code implementations WS 2019 Anh Duong Trinh, Robert J. Ross, John D. Kelleher

In this paper we argue that treating the prediction of each slot value as an independent prediction task may ignore important associations between the slot values, and, consequently, we argue that treating dialogue state tracking as a structured prediction problem can help to improve dialogue state tracking performance.

Dialogue State Tracking Structured Prediction

Generating Diverse and Meaningful Captions

1 code implementation19 Dec 2018 Annika Lindh, Robert J. Ross, Abhijit Mahalunkar, Giancarlo Salton, John D. Kelleher

Image Captioning is a task that requires models to acquire a multi-modal understanding of the world and to express this understanding in natural language text.

Image Captioning Image Retrieval +1

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