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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/kuehnram/findyourfigure

공식 코드

Enhancing Rhetorical Figure Annotation: An Ontology-Based Web Application with RAG Integration

https://github.com/kumarmanas/SHIFT

공식 코드

Uncertainty-Aware Trajectory Prediction via Rule-Regularized Heteroscedastic Deep Classification

https://github.com/kushagrabhushan/Systematic-Knowledge-Injection

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Systematic Knowledge Injection into Large Language Models via Diverse Augmentation for Domain-Specific RAG

https://github.com/kutaytire/retrieval-augmented-time-series-forecasting

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Retrieval Augmented Time Series Forecasting

https://github.com/kxinwang2023/enco

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Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning

https://github.com/kyle8581/Web-Shepherd

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Web-Shepherd: Advancing PRMs for Reinforcing Web Agents

https://github.com/kylrth/procedure-generation

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Pairing Analogy-Augmented Generation with Procedural Memory for Procedural Q&A

https://github.com/kynewang/prolink

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LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs

https://github.com/kyutai-labs/moshi

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Moshi: a speech-text foundation model for real-time dialogue

https://github.com/l8cv/busterx

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BusterX: MLLM-Powered AI-Generated Video Forgery Detection and Explanation

https://github.com/lab-v2/chatgpt_mwp_eval

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An Independent Evaluation of ChatGPT on Mathematical Word Problems (MWP)

https://github.com/lab-v2/diversity_measures

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Diversity Measures: Domain-Independent Proxies for Failure in Language Model Queries

https://github.com/lab-v2/pyreason

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PyReason: Software for Open World Temporal Logic

https://github.com/laihaoran/carzero

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CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification

https://github.com/laiyuzhi/nvp-hri

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NVP-HRI: Zero Shot Natural Voice and Posture-based Human-Robot Interaction via Large Language Model

https://github.com/lakeraai/dsec-gandalf

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Gandalf the Red: Adaptive Security for LLMs

https://github.com/lamda-rl/imaginebench

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ImagineBench: Evaluating Reinforcement Learning with Large Language Model Rollouts

https://github.com/lamm-mit/PRefLexOR

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In-situ graph reasoning and knowledge expansion using Graph-PReFLexOR

https://github.com/lamm-mit/SciAgentsDiscovery

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SciAgents: Automating scientific discovery through multi-agent intelligent graph reasoning

https://github.com/lamm-mit/graphreasoning

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Accelerating Scientific Discovery with Generative Knowledge Extraction, Graph-Based Representation, and Multimodal Intelligent Graph Reasoning

https://github.com/lamm-mit/lifegpt

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LifeGPT: Topology-Agnostic Generative Pretrained Transformer Model for Cellular Automata

https://github.com/lamm-mit/mechagents

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MechAgents: Large language model multi-agent collaborations can solve mechanics problems, generate new data, and integrate knowledge

https://github.com/lamm-mit/peptideminer

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Learning the rules of peptide self-assembly through data mining with large language models

https://github.com/lamm-mit/protagents

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ProtAgents: Protein discovery via large language model multi-agent collaborations combining physics and machine learning

https://github.com/lamp-benchmark/lamp

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Comparing Retrieval-Augmentation and Parameter-Efficient Fine-Tuning for Privacy-Preserving Personalization of Large Language Models

https://github.com/lanjiuqing64/kgdata

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ODA: Observation-Driven Agent for integrating LLMs and Knowledge Graphs

https://github.com/lanl/t-elf

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HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning

https://github.com/lanyu0303/afl

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Agentic Feedback Loop Modeling Improves Recommendation and User Simulation

https://github.com/lanzer-tree/ras-eval

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Specification-based Security Evaluation of Real-World Agents Tool-Calling under Long-Horizon Context Tasks

https://github.com/lanzhang128/retrieval_augmented_autoformalization

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Consistent Autoformalization for Constructing Mathematical Libraries

https://github.com/laowangzi/cikgrec

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Bridging the User-side Knowledge Gap in Knowledge-aware Recommendations with Large Language Models

https://github.com/laquabe/OneNet

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OneNet: A Fine-Tuning Free Framework for Few-Shot Entity Linking via Large Language Model Prompting

https://github.com/laquabe/know3rag

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Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and Filtering

https://github.com/lars-research/adaprop

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AdaProp: Learning Adaptive Propagation for Graph Neural Network based Knowledge Graph Reasoning

https://github.com/lars-research/knowddi

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Accurate and interpretable drug-drug interaction prediction enabled by knowledge subgraph learning

https://github.com/lautaroest/sucpa-convergence

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On the Stability of a non-hyperbolic nonlinear map with non-bounded set of non-isolated fixed points with applications to Machine Learning

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