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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/rmovva/llm-publication-patterns-public

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Topics, Authors, and Institutions in Large Language Model Research: Trends from 17K arXiv Papers

https://github.com/roaminsight/roamresearch

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Retrofitting Distributional Embeddings to Knowledge Graphs with Functional Relations

https://github.com/robert1003/ash-prompting

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Hierarchical Prompting Assists Large Language Model on Web Navigation

https://github.com/robertlakatos/ragvsfn

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Investigating the performance of Retrieval-Augmented Generation and fine-tuning for the development of AI-driven knowledge-based systems

https://github.com/robertvacareanu/llm4regression

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From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples

https://github.com/robinyjpark/autolabelclassifier

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Automated Spinal MRI Labelling from Reports Using a Large Language Model

https://github.com/rohangiriraj/CausalKG

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Causal Discovery in Knowledge Graphs by Exploiting Asymmetric Properties of Non-Gaussian Distributions

https://github.com/rongyaofang/got

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GoT: Unleashing Reasoning Capability of Multimodal Large Language Model for Visual Generation and Editing

https://github.com/ronit-singhal/evidence-backed-fact-checking-using-rag-and-few-shot-in-context-learning-with-llms

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Evidence-backed Fact Checking using RAG and Few-Shot In-Context Learning with LLMs

https://github.com/roshnigiyer/dgs

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Dual-Geometric Space Embedding Model for Two-View Knowledge Graphs

https://github.com/royahe/acone

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Generating $SROI^-$ Ontologies via Knowledge Graph Query Embedding Learning

https://github.com/royweiss1/GPT_Keylogger

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What Was Your Prompt? A Remote Keylogging Attack on AI Assistants

https://github.com/rqwang/floodgpt_prototype

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Towards Democratized Flood Risk Management: An Advanced AI Assistant Enabled by GPT-4 for Enhanced Interpretability and Public Engagement

https://github.com/rshaojimmy/jiutian

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LION : Empowering Multimodal Large Language Model with Dual-Level Visual Knowledge

https://github.com/rsinghlab/K-Paths

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K-Paths: Reasoning over Graph Paths for Drug Repurposing and Drug Interaction Prediction

https://github.com/rstless-research/fauno-italian-llm

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Fauno: The Italian Large Language Model that will leave you senza parole!

https://github.com/rstriv/Know-Evolve

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Know-Evolve: Deep Temporal Reasoning for Dynamic Knowledge Graphs

https://github.com/rsummers11/CADLab

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Enhancing chest X-ray datasets with privacy-preserving large language models and multi-type annotations: a data-driven approach for improved classification

https://github.com/rsummers11/LEAVS

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LEAVS: An LLM-based Labeler for Abdominal CT Supervision

https://github.com/ruc-aimind/tiktalk

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TikTalk: A Video-Based Dialogue Dataset for Multi-Modal Chitchat in Real World

https://github.com/ruc-gsai/yulan-chat

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YuLan: An Open-source Large Language Model

https://github.com/ruc-gsai/yulan-ir

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RETA-LLM: A Retrieval-Augmented Large Language Model Toolkit

https://github.com/ruc-gsai/yulan-rec

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User Behavior Simulation with Large Language Model based Agents

https://github.com/ruc-nlpir/flashrag

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FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research

https://github.com/ruc-nlpir/omnieval

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OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain

https://github.com/rucaibox/allo

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Not Everything is All You Need: Toward Low-Redundant Optimization for Large Language Model Alignment

https://github.com/rucaibox/lsvcr

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A Large Language Model Enhanced Sequential Recommender for Joint Video and Comment Recommendation

https://github.com/rucaibox/r1-searcher-plus

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R1-Searcher++: Incentivizing the Dynamic Knowledge Acquisition of LLMs via Reinforcement Learning

https://github.com/rucaibox/rear

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REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering

https://github.com/rucaibox/simpledeepsearcher

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SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis

https://github.com/rucaibox/structgpt

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StructGPT: A General Framework for Large Language Model to Reason over Structured Data

https://github.com/rucaibox/ufin

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UFIN: Universal Feature Interaction Network for Multi-Domain Click-Through Rate Prediction

https://github.com/rui9812/knowtrace

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KnowTrace: Bootstrapping Iterative Retrieval-Augmented Generation with Structured Knowledge Tracing

https://github.com/ruijie-wang-uzh/NLQxform

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NLQxform: A Language Model-based Question to SPARQL Transformer

https://github.com/ruijie-wang-uzh/QAGCN

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QAGCN: Answering Multi-Relation Questions via Single-Step Implicit Reasoning over Knowledge Graphs

https://github.com/ruijie-wang-uzh/gnn2r

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GNN2R: Weakly-Supervised Rationale-Providing Question Answering over Knowledge Graphs

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.