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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/snap-stanford/biodiscoveryagent

공식 코드

BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments

https://github.com/snap-stanford/greaselm

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GreaseLM: Graph REASoning Enhanced Language Models for Question Answering

https://github.com/snap-stanford/ogb

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Open Graph Benchmark: Datasets for Machine Learning on Graphs

https://github.com/snoels/fingeit

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A Dutch Financial Large Language Model

https://github.com/snowflakedb/ArcticTraining

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Arctic Long Sequence Training: Scalable And Efficient Training For Multi-Million Token Sequences

https://github.com/snowflakedb/arcticinference

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SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications

https://github.com/snowteam2023/medrag

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MedRAG: Enhancing Retrieval-augmented Generation with Knowledge Graph-Elicited Reasoning for Healthcare Copilot

https://github.com/sntcristian/and-kge

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A Knowledge Graph Embeddings based Approach for Author Name Disambiguation using Literals

https://github.com/snu-mllab/guidedquant

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GuidedQuant: Large Language Model Quantization via Exploiting End Loss Guidance

https://github.com/social-futures-lab/muse

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Correcting misinformation on social media with a large language model

https://github.com/socialfoundations/benchmark-prediction

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How Benchmark Prediction from Fewer Data Misses the Mark

https://github.com/softlang/progs

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ProGS: Property Graph Shapes Language (Extended Version)

https://github.com/sola-st/RepairAgent

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RepairAgent: An Autonomous, LLM-Based Agent for Program Repair

https://github.com/sola-st/executionagent

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You Name It, I Run It: An LLM Agent to Execute Tests of Arbitrary Projects

https://github.com/solashirai/www-evcbr

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Event Prediction using Case-Based Reasoning over Knowledge Graphs

https://github.com/soledad921/ATISE

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Temporal Knowledge Graph Embedding Model based on Additive Time Series Decomposition

https://github.com/soledad921/tea-gnn

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Time-aware Graph Neural Networks for Entity Alignment between Temporal Knowledge Graphs

https://github.com/solidlabnetwork/awesome-distributed-LLM

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Distributed LLMs and Multimodal Large Language Models: A Survey on Advances, Challenges, and Future Directions

https://github.com/som-shahlab/clinfo.ai

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Clinfo.ai: An Open-Source Retrieval-Augmented Large Language Model System for Answering Medical Questions using Scientific Literature

https://github.com/somsubhra04/aisome_2023

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Decoding Concerns: Multi-label Classification of Vaccine Sentiments in Social Media

https://github.com/sonalkum/compun

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Do Vision-Language Models Understand Compound Nouns?

https://github.com/song-wx/sift

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Sparse is Enough in Fine-tuning Pre-trained Large Language Models

https://github.com/songw-sw/reknos

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Reasoning of Large Language Models over Knowledge Graphs with Super-Relations

https://github.com/sonnygeorge/oedd

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Probing the Capacity of Language Model Agents to Operationalize Disparate Experiential Context Despite Distraction

https://github.com/soojiny/eralign

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Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation Texts

https://github.com/sotopia-lab/sotopia-pi

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SOTOPIA-$π$: Interactive Learning of Socially Intelligent Language Agents

https://github.com/soummyaah/KGMedNLI

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Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs

https://github.com/souradipp76/ReadMeReady

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Free and Customizable Code Documentation with LLMs: A Fine-Tuning Approach

https://github.com/spackows/icaai-2024_rag-cd

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Optimizing and Evaluating Enterprise Retrieval-Augmented Generation (RAG): A Content Design Perspective

https://github.com/spark-damian/s-ui

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Leveraging Multimodal LLM for Inspirational User Interface Search

https://github.com/sparksjoe/prism

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Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs

https://github.com/spcl/mrag

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Multi-Head RAG: Solving Multi-Aspect Problems with LLMs

https://github.com/spearsheep/APT-Architectural-Planning-LLM-Agent

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APT: Architectural Planning and Text-to-Blueprint Construction Using Large Language Models for Open-World Agents

https://github.com/sperfu/eyedoc

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A Role-specific Guided Large Language Model for Ophthalmic Consultation Based on Stylistic Differentiation

https://github.com/spfrommer/cse-ranking-manipulation

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Ranking Manipulation for Conversational Search Engines

https://github.com/spfrommer/ragdoll-data-pipeline

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Ranking Manipulation for Conversational Search Engines

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