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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/cuhealthybrains/mt-llm

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Large Language Model Can Transcribe Speech in Multi-Talker Scenarios with Versatile Instructions

https://github.com/cuhk-arise/mas-resilience

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On the Resilience of LLM-Based Multi-Agent Collaboration with Faulty Agents

https://github.com/curai/curai-research

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DERA: Enhancing Large Language Model Completions with Dialog-Enabled Resolving Agents

https://github.com/cure-lab/guardt2i

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GuardT2I: Defending Text-to-Image Models from Adversarial Prompts

https://github.com/cv-lee/financerag

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Multi-Reranker: Maximizing performance of retrieval-augmented generation in the FinanceRAG challenge

https://github.com/cvs-health/langfair

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An Actionable Framework for Assessing Bias and Fairness in Large Language Model Use Cases

https://github.com/cxcscmu/llm-interviewer

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Understand User Opinions of Large Language Models via LLM-Powered In-the-Moment User Experience Interviews

https://github.com/cxcscmu/ragviz

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RAGViz: Diagnose and Visualize Retrieval-Augmented Generation

https://github.com/cyberooo/manicod

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Detecting Manipulated Contents Using Knowledge-Grounded Inference

https://github.com/cycloneboy/base_sql

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BASE-SQL: A powerful open source Text-To-SQL baseline approach

https://github.com/cysecbench/dataset

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CySecBench: Generative AI-based CyberSecurity-focused Prompt Dataset for Benchmarking Large Language Models

https://github.com/czy1999/synthrag

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An Adaptive Framework for Generating Systematic Explanatory Answer in Online Q&A Platforms

https://github.com/dadelani/sib-200

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SIB-200: A Simple, Inclusive, and Big Evaluation Dataset for Topic Classification in 200+ Languages and Dialects

https://github.com/daehuikim/WikiOFGraph

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Ontology-Free General-Domain Knowledge Graph-to-Text Generation Dataset Synthesis using Large Language Model

https://github.com/damo-nlp-sg/chain-of-knowledge

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Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources

https://github.com/damo-nlp-sg/llm-r2

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LLM-R2: A Large Language Model Enhanced Rule-based Rewrite System for Boosting Query Efficiency

https://github.com/dandoge/palm

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Palm: Predicting Actions through Language Models @ Ego4D Long-Term Action Anticipation Challenge 2023

https://github.com/dangxingyu/rnn-icrag

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RNNs are not Transformers (Yet): The Key Bottleneck on In-context Retrieval

https://github.com/daniel-chin/flute-x-gpt

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Human-Centered LLM-Agent User Interface: A Position Paper

https://github.com/daniel-gong/chatgpt-wm

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Working Memory Capacity of ChatGPT: An Empirical Study

https://github.com/danielfperez/castillo

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CASTILLO: Characterizing Response Length Distributions of Large Language Models

https://github.com/danielkty/debiasing-rag

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Mitigating Bias in RAG: Controlling the Embedder

https://github.com/daod/spring

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One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models

https://github.com/daromog/q-vid

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Question-Instructed Visual Descriptions for Zero-Shot Video Question Answering

https://github.com/darthreca/segmentation-losses-nlp

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Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning

https://github.com/datarobot/syftr

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syftr: Pareto-Optimal Generative AI

https://github.com/datascienceuibk/triviahg

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TriviaHG: A Dataset for Automatic Hint Generation from Factoid Questions

https://github.com/david-li0406/contextulization-distillation

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Contextualization Distillation from Large Language Model for Knowledge Graph Completion

https://github.com/davidheineman/category-fluency

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Towards a Path Dependent Account of Category Fluency

https://github.com/daynauth/elo_paper

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Ranking Unraveled: Recipes for LLM Rankings in Head-to-Head AI Combat

https://github.com/dcdmllm/align2llava

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Align$^2$LLaVA: Cascaded Human and Large Language Model Preference Alignment for Multi-modal Instruction Curation

https://github.com/dcdmllm/momentor

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Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning

https://github.com/dcdmllm/worldgpt

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WorldGPT: Empowering LLM as Multimodal World Model

https://github.com/dcy0577/Text2BIM

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Text2BIM: Generating Building Models Using a Large Language Model-based Multi-Agent Framework

https://github.com/ddrrnn123/casc-ai

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CASC-AI: Consensus-aware Self-corrective AI Agents for Noise Cell Segmentation

https://github.com/debrup-61/mathsensei

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MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning

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