8 citations · 49 across the 40 of their papers we have counts for
3 papers · 1 filter
Exploring the Long-Term Generalization of Counting Behavior in RNNs
Nadine El-Naggar, Pranava Madhyastha, Tillman Weyde
In this study, we investigate the generalization of LSTM, ReLU and GRU models on counting tasks over long sequences. Previous theoretical work has established that RNNs with ReLU a…
Belief Revision based Caption Re-ranker with Visual Semantic Information
Ahmed Sabir, Francesc Moreno-Noguer, Pranava Madhyastha +1
In this work, we focus on improving the captions generated by image-caption generation systems. We propose a novel re-ranking approach that leverages visual-semantic measures to id…
Evaluation of Fake News Detection with Knowledge-Enhanced Language Models
Chenxi Whitehouse, Tillman Weyde, Pranava Madhyastha +1
Recent advances in fake news detection have exploited the success of large-scale pre-trained language models (PLMs). The predominant state-of-the-art approaches are based on fine-t…