A framework for few-shot evaluation of language models.

awesome llm plaza: daily tracking all sorts of awesome topics of llm, e.g. llm for coding, robotics, reasoning, multimod etc.

Official implementation of ⚡ Flash Diffusion ⚡: Accelerating Any Conditional Diffusion Model for Few Steps Image Generation

CNER: Concept and Named Entity Recognition

MTEB: Massive Text Embedding Benchmark

Asynchronous Python ODM for Redis

Repository for Paper "Language Pivoting from Parallel Corpora for Word Sense Disambiguation of Historical Languages: a Case Study on Latin" presented at COLING-LREC 2024

A Cross-Lingual, Context-Aware and Fully-Neural Sentence Alignment System for Long Texts.

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

Interpretability for sequence generation models 🐛 🔍

Official repository for the paper "ALERT: A Comprehensive Benchmark for Assessing Large Language Models’ Safety through Red Teaming"

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

🪞A powerful toolkit for almost all the Information Extraction tasks.

SpanMarker for Named Entity Recognition

A template to initialize PyTorch projects that use as a backbone framework PyTorch Lightning

Fine-tune Bert models for Italian NER

The multilingual language model for Switzerland

Loaders for various span labeling datasets

Training scripts for EUREKA: EUphemism Recognition Enhanced Through KNN-based Methods and Augmentation

This repository hosts the dataset for the paper Computer Science Named Entity Recognition in the Open Research Knowledge Graph

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

Repository for the paper "MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation)" (NAACL 2022).

Data and evaluation code for the paper WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NER (EMNLP 2021).

Data and code for the paper "NER4ID at SemEval-2022 Task 2: Named Entity Recognition for Idiomaticity Detection".

Data and code for the paper "ID10M: Idiom Identification in 10 Languages" (NAACL 2022).

A Word Level Transformer layer based on PyTorch and 🤗 Transformers.

Entity Disambiguation as text extraction (ACL 2022)

TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)

A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.