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Large Language Model

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관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/jhu-clsp/ettin-encoder-vs-decoder

공식 코드

Seq vs Seq: An Open Suite of Paired Encoders and Decoders

https://github.com/jiaangl/randomquantization

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Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation

https://github.com/jiaangl/report

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Inductive Relation Prediction from Relational Paths and Context with Hierarchical Transformers

https://github.com/jiajunyu1999/LLM4Drug

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Collaborative Expert LLMs Guided Multi-Objective Molecular Optimization

https://github.com/jiangbo-shi/vila-mil

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ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification

https://github.com/jianghao-zhang/celltypeagent

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CellTypeAgent: Trustworthy cell type annotation with Large Language Models

https://github.com/jiangm-c/ifairlrs

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Item-side Fairness of Large Language Model-based Recommendation System

https://github.com/jianhaochen-nju/patecon

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PaTeCon: A Pattern-Based Temporal Constraint Mining Method for Conflict Detection on Knowledge Graphs

https://github.com/jianhaochen-nju/tsdre

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Timeline-based Sentence Decomposition with In-Context Learning for Temporal Fact Extraction

https://github.com/jianlingl/llm_st_constparsing

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LLM-enhanced Self-training for Cross-domain Constituency Parsing

https://github.com/jianshuod/engorgio-prompt

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An Engorgio Prompt Makes Large Language Model Babble on

https://github.com/jianxu95/rallrec

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RALLRec: Improving Retrieval Augmented Large Language Model Recommendation with Representation Learning

https://github.com/jianyu-cs/promptquine

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Evolving Prompts In-Context: An Open-ended, Self-replicating Perspective

https://github.com/jiapuwang/awesome-tkgc

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A Survey on Temporal Knowledge Graph Completion: Taxonomy, Progress, and Prospects

https://github.com/jieyilong/tree-of-thought-puzzle-solver

공식 코드

Large Language Model Guided Tree-of-Thought

https://github.com/jihaonew/mm-instruct

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MM-Instruct: Generated Visual Instructions for Large Multimodal Model Alignment

https://github.com/jiho283/FactKG

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FactKG: Fact Verification via Reasoning on Knowledge Graphs

https://github.com/jiho283/kg-gpt

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KG-GPT: A General Framework for Reasoning on Knowledge Graphs Using Large Language Models

https://github.com/jimengshi/hypercube-rag

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Hypercube-RAG: Hypercube-Based Retrieval-Augmented Generation for In-domain Scientific Question-Answering

https://github.com/jimmyma99/teleantifraud

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TeleAntiFraud-28k: An Audio-Text Slow-Thinking Dataset for Telecom Fraud Detection

https://github.com/jindongli-ai/next-generation-llm-based-recommender-systems-survey

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Towards Next-Generation LLM-based Recommender Systems: A Survey and Beyond

https://github.com/jinggqu/nextgen-uia

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Adapting Vision-Language Foundation Model for Next Generation Medical Ultrasound Image Analysis

https://github.com/jinghanzhang1998/ratt

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RATT: A Thought Structure for Coherent and Correct LLM Reasoning

https://github.com/jingkang50/openpvsg

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4D Panoptic Scene Graph Generation

https://github.com/jingkang50/psg4d

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4D Panoptic Scene Graph Generation

https://github.com/jinlab-imvr/medagent-pro

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MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow

https://github.com/jiny1623/dynamicer

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DynamicER: Resolving Emerging Mentions to Dynamic Entities for RAG

https://github.com/jinyangwu/NoiserBench

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Pandora's Box or Aladdin's Lamp: A Comprehensive Analysis Revealing the Role of RAG Noise in Large Language Models

https://github.com/jinyansu1/aggd

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Corpus Poisoning via Approximate Greedy Gradient Descent

https://github.com/jinyansu1/eval_poisonrag

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Towards More Robust Retrieval-Augmented Generation: Evaluating RAG Under Adversarial Poisoning Attacks

https://github.com/jinyansu1/flare-aug

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Fast or Better? Balancing Accuracy and Cost in Retrieval-Augmented Generation with Flexible User Control

https://github.com/jinzhuoran/rag-rewardbench

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RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment

https://github.com/jiyaowei/lp_nkgs

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A Survey of Link Prediction in N-ary Knowledge Graphs

https://github.com/jizhi-zhang/billp

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Large Language Models are Learnable Planners for Long-Term Recommendation

https://github.com/jizhi-zhang/fairllm

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Is ChatGPT Fair for Recommendation? Evaluating Fairness in Large Language Model Recommendation

https://github.com/jizhi-zhang/rec4agentverse_case

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Prospect Personalized Recommendation on Large Language Model-based Agent Platform

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