129 citations · 717 across the 46 of their papers we have counts for
5 papers · 1 filter
Explaining Math Word Problem Solvers
Abby Newcomb, Jugal Kalita
Automated math word problem solvers based on neural networks have successfully managed to obtain 70-80\% accuracy in solving arithmetic word problems. However, it has been shown th…
Training-free Neural Architecture Search for RNNs and Transformers
Aaron Serianni, Jugal Kalita
Neural architecture search (NAS) has allowed for the automatic creation of new and effective neural network architectures, offering an alternative to the laborious process of manua…
Enhancing Translation for Indigenous Languages: Experiments with Multilingual Models
Atnafu Lambebo Tonja, Hellina Hailu Nigatu, Olga Kolesnikova +3
This paper describes CIC NLP's submission to the AmericasNLP 2023 Shared Task on machine translation systems for indigenous languages of the Americas. We present the system descrip…
Abstractive Text Summarization Using the BRIO Training Paradigm
Khang Nhut Lam, Thieu Gia Doan, Khang Thua Pham +1
Summary sentences produced by abstractive summarization models may be coherent and comprehensive, but they lack control and rely heavily on reference summaries. The BRIO training p…
Spatiotemporal Transformer for Stock Movement Prediction
Daniel Boyle, Jugal Kalita
Financial markets are an intriguing place that offer investors the potential to gain large profits if timed correctly. Unfortunately, the dynamic, non-linear nature of financial ma…