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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/disi-unibo-nlp/rag-when-how-chunk

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Reconstructing Context: Evaluating Advanced Chunking Strategies for Retrieval-Augmented Generation

https://github.com/disl-lab/finesumfact

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Learning to Verify Summary Facts with Fine-Grained LLM Feedback

https://github.com/ditec-project/semantic-association-rule-learning

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Learning Semantic Association Rules from Internet of Things Data

https://github.com/dkalpakchi/swectrl-mini

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SweCTRL-Mini: a data-transparent Transformer-based large language model for controllable text generation in Swedish

https://github.com/dlr-sc/style-vectors-for-steering-llms

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Style Vectors for Steering Generative Large Language Model

https://github.com/dlut-lab-zmn/mtdm

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Temporal Knowledge Graph Reasoning Triggered by Memories

https://github.com/dlyuangod/tinygpt-v

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TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones

https://github.com/dmis-lab/rag2

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Rationale-Guided Retrieval Augmented Generation for Medical Question Answering

https://github.com/dmis-lab/self-biorag

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Improving Medical Reasoning through Retrieval and Self-Reflection with Retrieval-Augmented Large Language Models

https://github.com/docailab/xrag

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XRAG: eXamining the Core -- Benchmarking Foundational Components in Advanced Retrieval-Augmented Generation

https://github.com/dodo47/SpikE

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SpikE: spike-based embeddings for multi-relational graph data

https://github.com/dodo47/cyberml

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An energy-based model for neuro-symbolic reasoning on knowledge graphs

https://github.com/doncamilom/bollama

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14 Examples of How LLMs Can Transform Materials Science and Chemistry: A Reflection on a Large Language Model Hackathon

https://github.com/dongguanting/FollowRAG

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Toward General Instruction-Following Alignment for Retrieval-Augmented Generation

https://github.com/dongguanting/dpa-rag

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Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation

https://github.com/dortsur/heavywater_simplexwater

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HeavyWater and SimplexWater: Watermarking Low-Entropy Text Distributions

https://github.com/dosonleung/fasttog

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Fast Think-on-Graph: Wider, Deeper and Faster Reasoning of Large Language Model on Knowledge Graph

https://github.com/dqwang122/salam

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Learning from Mistakes via Cooperative Study Assistant for Large Language Models

https://github.com/dqwang122/thinkhub

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TypedThinker: Typed Thinking Improves Large Language Model Reasoning

https://github.com/dqyzhwk/transkt

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Contrastive Cross-Course Knowledge Tracing via Concept Graph Guided Knowledge Transfer

https://github.com/dreamfold/foldflow

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Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone Generation

https://github.com/dreammr/rap

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Retrieval-Augmented Perception: High-Resolution Image Perception Meets Visual RAG

https://github.com/drgrhm/exch_relational

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Equivariant Entity-Relationship Networks

https://github.com/drusso98/face-the-facts

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Face the Facts! Evaluating RAG-based Fact-checking Pipelines in Realistic Settings

https://github.com/drzekunguo/LLM_Agent_Power_System_Balance

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Can Large Language Model Agents Balance Energy Systems?

https://github.com/dsaatusu/chatgpt-promises-and-pitfalls

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Assessing the Promise and Pitfalls of ChatGPT for Automated Code Generation

https://github.com/dsg-polymtl/flockmtl

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Beyond Quacking: Deep Integration of Language Models and RAG into DuckDB

https://github.com/dslaborg/germeval2023

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Speaker attribution in German parliamentary debates with QLoRA-adapted large language models

https://github.com/du-nlp-lab/lengthreward

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AALC: Large Language Model Efficient Reasoning via Adaptive Accuracy-Length Control

https://github.com/du-nlp-lab/lmr-bench

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LMR-BENCH: Evaluating LLM Agent's Ability on Reproducing Language Modeling Research

https://github.com/du-nlp-lab/mlr-copilot

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MLR-Copilot: Autonomous Machine Learning Research based on Large Language Models Agents

https://github.com/duguodong7/graftllm

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Knowledge Grafting of Large Language Models

https://github.com/dunzeng/more

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On Diversified Preferences of Large Language Model Alignment

https://github.com/duongnhatthang/llamagym

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Improving the Data-efficiency of Reinforcement Learning by Warm-starting with LLM

https://github.com/dut-laowang/emnlp24-PclGPT

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PclGPT: A Large Language Model for Patronizing and Condescending Language Detection

https://github.com/dutir-bionlp/taiyi-llm

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Taiyi: A Bilingual Fine-Tuned Large Language Model for Diverse Biomedical Tasks

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