M-Taghizadeh / flan-t5-base-imdb-text-classification
In this implementation, using the Flan T5 large language model, we performed the Text Classification task on the IMDB dataset and obtained a very good accuracy of 93%.
☆21Updated last year
Alternatives and similar repositories for flan-t5-base-imdb-text-classification:
Users that are interested in flan-t5-base-imdb-text-classification are comparing it to the libraries listed below
- Define Transformers, T5 model and RoBERTa Encoder decoder model for product names generation☆48Updated 3 years ago
- Fine-tuning of Flan-5T LLM for text classification 🤖 focuses on adapting a state-of-the-art language model to enhance its ability to cla…☆39Updated 6 months ago
- Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines …☆140Updated last year
- ☆23Updated 2 years ago
- A text truncation method, useful for instance in long text classification☆23Updated 2 years ago
- Benchmarking various Deep Learning models such as BERT, ALBERT, BiLSTMs on the task of sentence entailment using two datasets - MultiNLI …☆28Updated 4 years ago
- 💭 Fine-tune a Covid-19 Doctor-like chatbot with GPT2☆51Updated 4 years ago
- pyTorch implementation of Recurrence over BERT (RoBERT) based on this paper https://arxiv.org/abs/1910.10781 and comparison with pyTorch …☆82Updated 2 years ago
- A repo to explore different NLP tasks which can be solved using T5☆172Updated 4 years ago
- A multi-purpose toolkit for table-to-text generation: web interface, Python bindings, CLI commands.☆55Updated last year
- ☆58Updated 2 years ago
- Easy multi-task learning with HuggingFace Datasets and Trainer☆56Updated 4 months ago
- A simple recipe for training and inferencing Transformer architecture for Multi-Task Learning on custom datasets. You can find two approa…☆96Updated 2 years ago
- A Framework for Textual Entailment based Zero Shot text classification☆152Updated last year
- BLEnD: A Benchmark for LLMs on Everyday Knowledge in Diverse Cultures and Languages☆31Updated this week
- A curated list of few-shot learning in NLP. :-)☆64Updated 3 years ago
- Finetune GPT2 for text summarization☆17Updated 3 years ago
- Implement Retrospective Reader for Machine Reading Comprehension with 🤗 transformers and datasets☆19Updated 2 years ago
- Okapi: Instruction-tuned Large Language Models in Multiple Languages with Reinforcement Learning from Human Feedback☆95Updated last year
- ☆60Updated 4 years ago
- Repository for the paper "MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguatio…☆44Updated last year
- Efficient Attention for Long Sequence Processing☆93Updated last year
- 🔍 A statutory article retrieval dataset in French. (ACL 2022)☆39Updated last year
- ☆42Updated 3 years ago
- Benchmarking Large Language Models☆96Updated last month
- PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxi…☆104Updated last year
- Data and evaluation code for the paper WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER (EMNLP 2…☆67Updated 2 years ago
- Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace☆96Updated 3 years ago
- Code for Multilingual Eval of Generative AI paper published at EMNLP 2023☆68Updated last year
- SciFive: a text-text transformer model for biomedical literature☆94Updated 11 months ago