VanekPetr / flan-t5-text-classifierLinks
Fine-tuning of Flan-5T LLM for text classification 🤖 focuses on adapting a state-of-the-art language model to enhance its ability to classify text data.
☆42Updated 9 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
Sorting:
- Finetune mistral-7b-instruct for sentence embeddings☆85Updated last year
- A multi-purpose toolkit for table-to-text generation: web interface, Python bindings, CLI commands.☆55Updated last year
- GISTEmbed: Guided In-sample Selection of Training Negatives for Text Embeddings☆43Updated last year
- Comparing the Performance of LLMs: A Deep Dive into Roberta, Llama, and Mistral for Disaster Tweets Analysis with Lora☆51Updated last year
- A Simple but Powerful SOTA NER Model | Official Code For Label Supervised LLaMA Finetuning☆155Updated last year
- Tool for converting LLMs from uni-directional to bi-directional by removing causal mask for tasks like classification and sentence embedd…☆60Updated 7 months ago
- Instruct LLMs for flat and nested NER. Fine-tuning Llama and Mistral models for instruction named entity recognition. (Instruction NER)☆84Updated last year
- Text classification with Foundation Language Model LLaMA☆114Updated 2 years ago
- Calculate perplexity on a text with pre-trained language models. Support MLM (eg. DeBERTa), recurrent LM (eg. GPT3), and encoder-decoder …☆162Updated last month
- ☆45Updated 3 years ago
- Retrieval-Augmented Generation-based Relation Extraction☆45Updated 3 weeks ago
- In this implementation, using the Flan T5 large language model, we performed the Text Classification task on the IMDB dataset and obtaine…☆21Updated 2 years ago
- [NAACL 2022] Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning.☆57Updated last year
- Knowledge Graph Retrieval Augmented Generation (KG-RAG) Eval Datasets☆167Updated last year
- This repository contains the relevant materials for the tutorial "Legal IR and NLP: the History, Challenges, and State-of-the-Art", held …☆41Updated 2 years ago
- Document Ranking with Large Language Models.☆177Updated 2 months ago
- Long Document Summarization Papers☆149Updated 2 years ago
- Large Language Models are zero-shot text classifiers; Smart Expert System: Large Language Models as Text Classifiers☆33Updated last year
- KeyPhraseTransformer lets you quickly extract key phrases, topics, themes from your text data with T5 transformer | Keyphrase extraction…☆104Updated last year
- A extension of Transformers library to include T5ForSequenceClassification class.☆39Updated 2 years ago
- This is the code for our KILT leaderboard submissions (KGI + Re2G models).☆156Updated 3 months ago
- ☆366Updated last year
- Notebooks for training universal 0-shot classifiers on many different tasks☆133Updated 7 months ago
- Neural information retrieval / Semantic search / Bi-encoders☆173Updated 2 years ago
- Synthetic data generation for TODs☆23Updated last year
- Dense X Retrieval: What Retrieval Granularity Should We Use?☆159Updated last year
- Benchmarking Large Language Models☆98Updated last month
- ☆53Updated 3 years ago
- Model implementation for the contextual embeddings project☆35Updated 2 months ago
- Few-Shot-Intent-Detection includes popular challenging intent detection datasets with/without OOS queries and state-of-the-art baselines …☆147Updated 2 years ago