VanekPetr / flan-t5-text-classifier
Fine-tuning of Flan-5T LLM for text classification π€ focuses on adapting a state-of-the-art language model to enhance its ability to classify text data.
β38Updated 5 months ago
Alternatives and similar repositories for flan-t5-text-classifier:
Users that are interested in flan-t5-text-classifier are comparing it to the libraries listed below
- Comparing the Performance of LLMs: A Deep Dive into Roberta, Llama, and Mistral for Disaster Tweets Analysis with Loraβ51Updated last year
- Text classification with Foundation Language Model LLaMAβ115Updated 2 years ago
- Code and dataset for the emnlp paper titled Instruct and Extract: Instruction Tuning for On-Demand Information Extractionβ51Updated last year
- β41Updated 2 months ago
- GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embeddingsβ39Updated last year
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embeddβ¦β57Updated 3 months ago
- A multi-purpose toolkit for table-to-text generation: web interface, Python bindings, CLI commands.β55Updated 11 months ago
- Calculate perplexity on a text with pre-trained language models. Support MLM (eg. DeBERTa), recurrent LM (eg. GPT3), and encoder-decoder β¦β152Updated 5 months ago
- Codebase, data and models for the SummaC paper in TACLβ89Updated 2 months ago
- An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extracβ¦β132Updated last year
- Efficient Attention for Long Sequence Processingβ93Updated last year
- Code for the paper `Text Classification via Large Language Models`.β80Updated last year
- β15Updated 9 months ago
- Code for Search-in-the-Chain: Towards Accurate, Credible and Traceable Large Language Models for Knowledge-intensive Tasksβ55Updated 11 months ago
- Deep Keyphrase Generation with Pre-trained Language Modelsβ29Updated last year
- In this implementation, using the Flan T5 large language model, we performed the Text Classification task on the IMDB dataset and obtaineβ¦β21Updated last year
- This is a simple implementation of how to leverage a Language Model for a prompt-based learning modelβ44Updated 3 years ago
- Fact-Checking the Output of Generative Large Language Models in both Annotation and Evaluation.β89Updated last year
- Benchmarking Large Language Modelsβ94Updated last week
- Finetune mistral-7b-instruct for sentence embeddingsβ81Updated 10 months ago
- [NAACL 2024] End-to-End Beam Retrieval for Multi-Hop Question Answeringβ97Updated 11 months ago
- A Simple but Powerful SOTA NER Model | Official Code For Label Supervised LLaMA Finetuningβ153Updated last year
- [NAACL 2024] Data and code for our paper "Sentiment Analysis in the Era of Large Language Models: A Reality Check"β92Updated last year
- Data Augmentation for Intent Classification with Off-the-Shelf Large Language Models is a ServiceNow Research projectβ29Updated last year
- A curated list of few-shot learning in NLP. :-)β64Updated 3 years ago
- Repository for EMNLP 2022 Paper: Towards a Unified Multi-Dimensional Evaluator for Text Generationβ198Updated last year
- ConvGQR: Generative Query Reformulation for Conversational Search. A codebase for ACL 2023 accepted paper.β30Updated last year
- β43Updated 9 months ago
- An Open-Source Package for Information Retrievalβ161Updated 3 weeks ago
- PyTorch implementation and pre-trained models for ASP - Autoregressive Structured Prediction with Language Models, EMNLP 22. https://arxiβ¦β105Updated last year