[EMNLP 2024] Enhancing High-order Interaction Awareness in LLM-based Recommender Model.
☆13Jan 9, 2025Updated last year
Alternatives and similar repositories for ELMRec
Users that are interested in ELMRec are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ACL 2024] RDRec: Rationale Distillation for LLM-based Recommendation☆38May 23, 2025Updated 10 months ago
- This is the official code for the ACL 2025 paper "GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion".☆30Aug 30, 2025Updated 6 months ago
- A VERY SIMPLE example to control LLMs for text generations via a Custom Trie (prefix tree).☆14Oct 21, 2024Updated last year
- [SIGIR2024] BIGCF: Exploring the Individuality and Collectivity of Intents behind Interactions for Graph Collaborative Filtering☆14Aug 1, 2024Updated last year
- [SIGIR 2023] EEDN: Enhanced Encoder-Decoder Network with Local and Global Context Learning for POI Recommendation☆21May 23, 2024Updated last year
- Code for MME-SID accepted to CIKM 2025 Full Research track.☆28Oct 29, 2025Updated 4 months ago
- CIKM'23, Prompt Distillation for Efficient LLM-based Recommendation☆51Jan 24, 2025Updated last year
- [KDD'25] LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation.☆61Sep 6, 2025Updated 6 months ago
- code for GaVaMoE: Gaussian-Variational Gated Mixture of Experts for Explainable Recommendation☆18Dec 7, 2024Updated last year
- ☆52Aug 6, 2025Updated 7 months ago
- ☆25Sep 7, 2025Updated 6 months ago
- Un-official implementation of the Transformer Index for GEnerative Recommenders (TIGER) framework.☆13Jun 6, 2023Updated 2 years ago
- [SIGIR25] Intent Representation Learning with Large Language Model for Recommendation☆20Dec 2, 2025Updated 3 months ago
- Code used in ACL rebuttal☆31Sep 3, 2024Updated last year
- [SIGIR 2024] NFARec: A Negative Feedback-Aware Recommender Model.☆12Jan 9, 2025Updated last year
- Code for paper "W-RAG: Weakly Supervised Dense Retrieval in RAG for Open-domain Question Answering"☆15Oct 2, 2025Updated 5 months ago
- (WWW'25 + Netflix) The first CRS that retrieves collaborative filtering knowledge with two-step context-aware reflection.☆21Sep 10, 2025Updated 6 months ago
- This is the official code for the EMNLP findings 2025 paper "Enhancing Time Awareness in Generative Recommendation".☆17Aug 30, 2025Updated 6 months ago
- ☆20Sep 5, 2024Updated last year
- ☆162Jul 12, 2024Updated last year
- Code for CIKM 2022 paper "A Preliminary Exploration of Extractive Multi-Document Summarization in Hyperbolic Space".☆12Dec 2, 2022Updated 3 years ago
- ☆13Sep 8, 2024Updated last year
- This repository provides the code for implementing RPG described in our KDD'25 paper "Generating Long Semantic IDs in Parallel for Recomm…☆119Sep 8, 2025Updated 6 months ago
- [ICML 2025] Official code of "DAMA: Data- and Model-aware Alignment of Multi-modal LLMs"☆16May 24, 2025Updated 10 months ago
- Code for KDD 2023 long paper: MetricPrompt: Prompting Model as a Relevance Metric for Few-Shot Text Classification☆19Aug 10, 2024Updated last year
- Task Complexity Classifier using Transformer-based NLP model based on Bloom's Taxonomy☆34Aug 18, 2025Updated 7 months ago
- The code repo for our AAAI-25 paper 'Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation'☆46Apr 15, 2025Updated 11 months ago
- The code implementation of "M2DF: Multi-grained Multi-curriculum Denoising Framework for Multimodal Aspect-based Sentiment Analysis"☆17Dec 8, 2023Updated 2 years ago
- ☆12Jul 7, 2024Updated last year
- [ICDE'24] Code of "Adapting Large Language Models by Integrating Collaborative Semantics for Recommendation."☆68Sep 9, 2024Updated last year
- MINERS ⛏️: The semantic retrieval benchmark for evaluating multilingual language models. (EMNLP 2024 Findings)☆14Oct 3, 2024Updated last year
- Implementation code for the paper "Meta-learning via Language Model In-context Tuning" (ACL 2022)☆25Jun 16, 2022Updated 3 years ago
- ☆24Nov 16, 2023Updated 2 years ago
- ☆70Jun 24, 2025Updated 9 months ago
- This repository contains code for the paper Direct Preference Optimization with an Offset (ODPO).☆18Feb 17, 2025Updated last year
- [NeurIPS 2024] The implementation of paper "On Softmax Direct Preference Optimization for Recommendation"☆97Nov 29, 2024Updated last year
- ArcheType uses LLMs to automatically assign custom labels to your tabular data☆19May 21, 2025Updated 10 months ago
- Source code of our paper "PairDistill: Pairwise Relevance Distillation for Dense Retrieval", EMNLP 2024 Main.☆22Nov 28, 2024Updated last year
- Semantic IDs: How to train an LLM-Recommender Hybrid with steerability and reasoning on recommendations.☆107Sep 15, 2025Updated 6 months ago