zyuanat

zyuanat's Stars

• hymie122/RAG-Survey

  Collecting awesome papers of RAG for AIGC. We propose a taxonomy of RAG foundations, enhancements, and applications in paper "Retrieval-Augmented Generation for AI-Generated Content: A Survey".

  1.3k91

• jxzhangjhu/Awesome-LLM-RAG

  Awesome-LLM-RAG: a curated list of advanced retrieval augmented generation (RAG) in Large Language Models

  1k64

• Rcrossmeister/RLQG

  [ACL2024 Findings] Towards Better Question Generation in QA-Based Event Extraction

  Language:Python161

• opendilab/awesome-RLHF

  A curated list of reinforcement learning with human feedback resources (continually updated)

  3.6k218

• hiyouga/LLaMA-Factory

  Unified Efficient Fine-Tuning of 100+ LLMs (ACL 2024)

  Language:Python36.9k4.5k

• westlake-repl/Adapter4Rec

  Multi-domain Recommendation with Adapter Tuning

  Language:Python283

• westlake-repl/NineRec

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

  Language:Python756

• DSE-MSU/DeepRobust

  A pytorch adversarial library for attack and defense methods on images and graphs

  Language:Python1k194

• Timothyxxx/Chain-of-ThoughtsPapers

  A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models".

  2k131

• FranxYao/chain-of-thought-hub

  Benchmarking large language models' complex reasoning ability with chain-of-thought prompting

  Language:Jupyter Notebook2.6k132

• khuangaf/ZeroFEC

  Official implementation of the ACL 2023 paper: "Zero-shot Faithful Factual Error Correction"

  Language:Python174

• princeton-nlp/ALCE

  [EMNLP 2023] Enabling Large Language Models to Generate Text with Citations. Paper: https://arxiv.org/abs/2305.14627

  Language:Python46842

• GAIR-NLP/factool

  FacTool: Factuality Detection in Generative AI

  Language:Python84263

• microsoft/ProphetNet

  A research project for natural language generation, containing the official implementations by MSRA NLC team.

  Language:Python694109

• pengbaolin/LLM-Augmenter

  44517

• composable-models/llm_multiagent_debate

  ICML 2024: Improving Factuality and Reasoning in Language Models through Multiagent Debate

  Language:Python37956

• jina-ai/agentchain

  Chain together LLMs for reasoning & orchestrate multiple large models for accomplishing complex tasks

  Language:Python59952

• RUCAIBox/HaluEval

  This is the repository of HaluEval, a large-scale hallucination evaluation benchmark for Large Language Models.

  Language:Python42127

• sylinrl/TruthfulQA

  TruthfulQA: Measuring How Models Imitate Human Falsehoods

  Language:Jupyter Notebook63674

• westlake-repl/IDvs.MoRec

  End-to-end Training for Multimodal Recommendation Systems

  Language:Python13217

• HillZhang1999/llm-hallucination-survey

  Reading list of hallucination in LLMs. Check out our new survey paper: "Siren’s Song in the AI Ocean: A Survey on Hallucination in Large Language Models"

  95952

• CraftJarvis/MC-Planner

  Implementation of "Describe, Explain, Plan and Select: Interactive Planning with Large Language Models Enables Open-World Multi-Task Agents"

  Language:Python26321

• w3nhao/w3nhao.github.io

  my page

  Language:HTML1

• DEEP-PolyU/CAGED_CIKM22

  Language:Python261

• dair-ai/Prompt-Engineering-Guide

  🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

  Language:MDX51.5k5k

• ChengtaiCao/Awesome-Mix

  A curated list of awesome Mix

  661

• yuangh-x/2022-NIPS-Tenrec

  Language:Python22131

• smiles724/GNN-Bottleneck

  Language:Python382

• SongYYYY/KDD22-OODGAT

  This is the implementation of OODGAT from KDD'22: Learning on Graphs with Out-of-Distribution Nodes.

  Language:Python222

• YangLinyi/FinNLP-Progress

  NLP progress in Fintech. A repository to track the progress in Natural Language Processing (NLP) related to the domain of Finance, including the datasets, papers, and current state-of-the-art results for the most popular tasks.

  39457