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06/24/2023
Towards Robust Aspect-based Sentiment Analysis through Non-counterfactual Augmentations
While state-of-the-art NLP models have demonstrated excellent performanc...
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06/06/2021
A call for better unit testing for invariant risk minimisation
In this paper we present a controlled study on the linearized IRM framew...
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07/25/2019
Grammatical Sequence Prediction for Real-Time Neural Semantic Parsing
While sequence-to-sequence (seq2seq) models achieve state-of-the-art per...
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09/20/2018
Symbolic Priors for RNN-based Semantic Parsing
Seq2seq models based on Recurrent Neural Networks (RNNs) have recently r...
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07/08/2016