🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

Inference code for Llama models

TensorFlow code and pre-trained models for BERT

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

An open-source NLP research library, built on PyTorch.

Train transformer language models with reinforcement learning.

Aspect Based Sentiment Analysis, PyTorch Implementations. 基于方面的情感分析，使用PyTorch实现。

Transformers4Rec is a flexible and efficient library for sequential and session-based recommendation and works with PyTorch.

CRSLab is an open-source toolkit for building Conversational Recommender System (CRS).

BARTScore: Evaluating Generated Text as Text Generation

Code for paper "G-Eval: NLG Evaluation using GPT-4 with Better Human Alignment"

Repository for EMNLP 2022 Paper: Towards a Unified Multi-Dimensional Evaluator for Text Generation

A Toolkit for Neural Review-based Recommendation models with Pytorch.

Implementaion of Interpretable Convolutional Neural Networks with Dual Local and Global Attention for Review Rating Prediction

The official source code for "Augmentation-Free Self-Supervised Learning on Graphs"

Pytorch implementation of "Large-Scale Representation Learning on Graphs via Bootstrapping"

Code for our CIKM 2018 paper titled "ANR: Aspect-based Neural Recommender"

Implementation of paper "Learning to Encode Text as Human-Readable Summaries using GAN"

The official source code for "Conditional Graph Information Bottleneck for Molecular Relational Learning".

The official source code for "LTE4G: Long-Tail Experts for Graph Neural Networks" paper, accepted at CIKM 2022.

Code for the ACL 2022 paper "Efficient Unsupervised Sentence Compression by Fine-tuning Transformers with Reinforcement Learning"

Bootstrapped Unsupervised Sentence Representation Learning (ACL 2021)

Official PyTorch implementation Source code for MELT: Mutual Enhancement of Long-Tailed User and Item for Sequential Recommendation, accepted at SIGIR 2023

The official source code for "GraFN: Semi-Supervised Node Classification on Graph with Few Labels via Non-Parametric Distribution Assignment"

Hetsgg

The official source code for Task-Equivariant Graph Few-shot Learning (TEG) at KDD 2023.

The official source code for "Relational Self-Supervised Learning on Graphs"

The official source code for Similarity Preserving Adversarial Graph Contrastive Learning (SP-AGCL) at KDD 2023.