Stars
A PyTorch implementation of an Adaptive Memory Multi-Batch L-BFGS
Implementation of the GBST block from the Charformer paper, in Pytorch
Implementation of Long-Short Transformer, combining local and global inductive biases for attention over long sequences, in Pytorch
Source code for "N-ary Constituent Tree Parsing with Recursive Semi-Markov Model" published at ACL 2021
Simple and extensible administrative interface framework for Flask
Source code for "UniRE: A Unified Label Space for Entity Relation Extraction.", ACL2021. It is based on our NERE toolkit (https://github.com/Receiling/NERE).
Caucasus languages focused multilingual and monolingual corpuses for Natural Language Processing(NLP)
SemClinBr - a multi-institutional and multi-specialty semantically annotated corpus for Portuguese clinical NLP tasks
Active Learning for Text Classification in Python
Must-read papers on prompt-based tuning for pre-trained language models.
Extract main body text from HTML (HTMLから本文を抽出)
A text augmentation tool for named entity recognition.
Code for "Dynamic Contextualized Word Embeddings"
Implementation of Multistream Transformers in Pytorch
🚀 efficient approximate nearest neighbor search algorithm collections library written in Rust 🦀 .
A library for multi-class and multi-label classification
Official implementation of "Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path" (ACL'21)
RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference,…
Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).
[ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning
Source code of ACL2022 "Headed-Span-Based Projective Dependency Parsing" and "Combining (second-order) graph-based and headed-span-based projective dependency parsing
Simple Python library for doing (multiple) sequence alignment
Implementation of Fast Transformer in Pytorch
Mistral: A strong, northwesterly wind: Framework for transparent and accessible large-scale language model training, built with Hugging Face 🤗 Transformers.
Implementation of a Transformer that Ponders, using the scheme from the PonderNet paper
SSDB - A fast NoSQL database, an alternative to Redis
Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.
Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019