Bootstrapped Unsupervised Sentence Representation Learning (ACL 2021)

Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.

Inference code for Llama models

The official source code for "MUSE: Music Recommender System with Shuffle Play Recommendation Enhancement", accepted at CIKM2023

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

BARTScore: Evaluating Generated Text as Text Generation

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

Official implementation of the NeurIPS 2022 paper "A Character-Level Length-Control Algorithm for Non-Autoregressive Sentence Summarization"

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

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

The official source code for "Shift-Robust Molecular Relational Learning with Causal Substructure"

The official source code for "Deep single-cell RNA-seq data clustering with graph prototypical contrastive learning", accepted at Bioinformatics (Volume 39, June 2023) and 2023 ICML workshop on Com…

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.

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

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

The offical source code for [2023 Neurips] " Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer"

[EMNLP 2022] Official Pytorch implementation for "Tiny-NewsRec: Efficient and Effective PLM-based News Recommendation"

Paper List for Recommend-system PreTrained Models

A Unified Library for Parameter-Efficient and Modular Transfer Learning

Hetsgg

A curated list of awesome papers on dataset distillation and related applications.

Out-of-category document identification using target-category names as weak supervision

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

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

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