Search Results - "Nedumpozhimana, Vasudevan"

Shapley Idioms: Analysing BERT Sentence Embeddings for General Idiom Token Identification by Nedumpozhimana, Vasudevan, Klubička, Filip, Kelleher, John D

“…This article examines the basis of Natural Language Understanding of transformer based language models, such as BERT. It does this through a case study on…”
Get full text

Role of Temporal Information for Multi-step Ahead Forecasting of Solar Irradiance by Fathima, T. A., Nedumpozhimana, Vasudevan, Wu, Jiantao, Lee, Yee Hui, Dev, Soumyabrata

“…Multi-step ahead solar irradiance time series forecasting is a challenging problem. In this paper, we propose a machine-learning based model for multi-step…”
Get full text

The impact of Body Mass Index on functional rehabilitation outcomes of working-age inpatients with stroke by GARCÍA-RUDOLPH, Alejandro, KELLEHER, John D., CEGARRA, Blanca, SAURÍ RUIZ, Joan, NEDUMPOZHIMANA, Vasudevan, OPISSO, Eloy, TORMOS, Josep M., BERNABEU, Montserrat

Get full text

Topic Aware Probing: From Sentence Length Prediction to Idiom Identification how reliant are Neural Language Models on Topic? by Nedumpozhimana, Vasudevan, Kelleher, John D

“…Transformer-based Neural Language Models achieve state-of-the-art performance on various natural language processing tasks. However, an open question is the…”
Get full text

Idioms, Probing and Dangerous Things: Towards Structural Probing for Idiomaticity in Vector Space by Klubička, Filip, Nedumpozhimana, Vasudevan, Kelleher, John D

“…The goal of this paper is to learn more about how idiomatic information is structurally encoded in embeddings, using a structural probing method. We repurpose…”
Get full text

Embedding Cyclical Information in Solar Irradiance Forecasting by Fathima, T. A, Nedumpozhimana, Vasudevan, Lee, Yee Hui, Dev, Soumyabrata

“…In this paper, we demonstrate the importance of embedding temporal information for an accurate prediction of solar irradiance. We have used two sets of models…”
Get full text

Embedding Cyclical Information in Solar Irradiance Forecasting by Fathima, T. A., Nedumpozhimana, Vasudevan, Lee, Yee Hui, Dev, Soumyabrata

“…In this paper, we demonstrate the importance of embedding temporal information for an accurate prediction of solar irradiance. We have used two sets of models…”
Get full text

A Chaotic Approach on Solar Irradiance Forecasting by Fathima, T. A., Nedumpozhimana, Vasudevan, Lee, Yee Hui, Winkler, Stefan, Dev, Soumyabrata

“…We analyse the time series of solar irradiance measurements using chaos theory. The False Nearest Neighbour method (FNN), one of the most common methods of…”
Get full text

Predicting Solar Irradiance in Singapore by Fathima, T. A., Nedumpozhimana, Vasudevan, Lee, Yee Hui, Winkler, Stefan, Dev, Soumyabrata

“…Solar irradiance is the primary input for all solar energy generation systems. The amount of available solar radiation over time under the local weather…”
Get full text

A Chaotic Approach on Solar Irradiance Forecasting by Fathima, T. A, Nedumpozhimana, Vasudevan, Lee, Yee Hui, Winkler, Stefan, Dev, Soumyabrata

“…We analyse the time series of solar irradiance measurements using chaos theory. The False Nearest Neighbour method (FNN), one of the most common methods of…”
Get full text

Predicting Solar Irradiance in Singapore by Fathima, T. A, Nedumpozhimana, Vasudevan, Lee, Yee Hui, Winkler, Stefan, Dev, Soumyabrata

“…Solar irradiance is the primary input for all solar energy generation systems. The amount of available solar radiation over time under the local weather…”
Get full text