An Open-Source Framework for Prompt-Learning.

[ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation

[SIGIR 2024 perspective] The implementation of paper "On Generative Agents in Recommendation"

Official implementation of the Composed Image Retrieval using Pretrained LANguage Transformers (CIRPLANT) | ICCV 2021 - Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models

LiveBench: A Challenging, Contamination-Free LLM Benchmark

VILA - A multi-image visual language model with training, inference and evaluation recipe, deployable from cloud to edge (Jetson Orin and laptops)

The official implementation of paper *Automatic Multi-Task Learning Framework with Neural Architecture Search in Recommendations*

A fast, effective data attribution method for neural networks in PyTorch

A Survey on Data Selection for Language Models

[ICML 2024] Selecting High-Quality Data for Training Language Models

Scripts for processing the Amazon Reviews 2023 dataset; implementations and checkpoints of BLaIR: "Bridging Language and Items for Retrieval and Recommendation".

An open-source framework for self-supervised recommender systems.

[ICLR 2024] SWE-Bench: Can Language Models Resolve Real-world Github Issues?

End-to-end Training for Multimodal Recommendation Systems

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.

Code for paper: “What Data Benefits My Classifier?” Enhancing Model Performance and Interpretability through Influence-Based Data Selection (ICLR 2024 ORAL)

[PGAI@CIKM 2023] PyTorch Implementation of LlamaRec: Two-Stage Recommendation using Large Language Models for Ranking

Preprint: Less: Selecting Influential Data for Targeted Instruction Tuning

Replication of the paper "Text Is All You Need: Learning Language Representations for Sequential Recommendation" on KDD'23.

SIGIR 2024, Session-based recommendation, Co-occurrence patterns of ID, Fine-grained preferences of Modality, Disentanglement learning.

Shopping Queries Dataset: A Large-Scale ESCI Benchmark for Improving Product Search

Multimodal Dataset and Benchmark for Multi-domain and Cross-domain Recommendation System

Lossless Training Speed Up by Unbiased Dynamic Data Pruning