Curriculum Learning Strategies for Hindi-English Codemixed Sentiment Analysis1footnote 11footnote 1This work was presented at 2nd Workshop on Humanizing AI (HAI) at IJCAI’19 in Macao, China.
Table 3: Character Encoding Experiments
['[BOLD] Character Encoding', '[BOLD] Accuracy']
The input to the LSTM stack is the sequence of character trigram dense representations, which we keep as 64 dimensional vectors. We also explore other token representations such as sequence of unigrams, convolution over unigrams BPE is an unsupervised approach towards subword decomposition, and has shown improvements in MT systems and summarization.