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agnews

Here are 5 public repositories matching this topic...

yueyu1030 / COSINE

[NAACL 2021] This is the code for our paper `Fine-Tuning Pre-trained Language Model with Weak Supervision: A Contrastive-Regularized Self-Training Approach'.

text-classification weak-supervision dataset self-training language-model slot-filling weakly-supervised-learning fine-tuning pseudo-labeling roberta learning-with-noisy-labels agnews sentence-pair-classification contrastive-learning roberta-model

Updated Aug 17, 2022
Python

yueyu1030 / ReGen

[ACL'23 Findings] This is the code repo for our ACL'23 Findings paper "ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval".

nlp retrieval text-classification imdb dataset-generation language-model zero-shot-learning agnews zero-shot-classification dense-retrieval acl2023 sst-2

Updated Sep 8, 2023
Python

ritaranx / NeST

[AAAI 2023] This is the code for our paper `Neighborhood-Regularized Self-Training for Learning with Few Labels'.

nlp text-classification molecule self-training nyt pseudo-labeling few-shot-learning agnews bert-fine-tuning few-shot-classifcation

Updated Jan 11, 2023
Python

HamidrezaGholamrezaei / LLM-Text-Classification-with-RoBERTa

A project demonstrating the use of Large Language Models (LLMs) for text classification using the RoBERTa model.

python machine-learning text-classification ml transformers roberta huggingface agnews roberta-model large-language-models llm

Updated May 22, 2024
Python

imrahulr / Recurrent-Capsule-Net

Recurrent Capsule Network for Text Classification

deep-learning text-classification keras kaggle gru yelp-reviews convolutional-neural-network yelp-dataset recurrent-neural-network imdb-sentiment-analysis roc-auc capsule-network toxic-comment-classification agnews

Updated Jul 31, 2019
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