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Rishabh Tripathi's Projects

emotion-classification icon emotion-classification

The repo uses self-attention and cross-attention over MELD dataset for classifying emotions in a conversation

fewshottext icon fewshottext

Library of various Few-Shot Learning frameworks for text classification

ket icon ket

The PyTorch code for paper "Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations"

lm-bff icon lm-bff

ACL'2021: LM-BFF: Better Few-shot Fine-tuning of Language Models

smashrnn icon smashrnn

It uses 3-Stage, 3 levels encoder (word_level, sent_level, para_level) to encode the input using GRUs. Further , it uses Siamese network (of MeshRNNs) to learn the similarity between the documents.

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