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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/awslabs/rag-qa-arena

공식 코드

RAG-QA Arena: Evaluating Domain Robustness for Long-form Retrieval Augmented Question Answering

https://github.com/ayushraina10/sgts

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Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search

https://github.com/azreasoners/llm-asp

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Coupling Large Language Models with Logic Programming for Robust and General Reasoning from Text

https://github.com/baai-dcai/m3d

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M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

https://github.com/babahui/progressive-text-to-image

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Progressive Text-to-Image Diffusion with Soft Latent Direction

https://github.com/bai-lab/emotionalrag

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Emotional RAG: Enhancing Role-Playing Agents through Emotional Retrieval

https://github.com/bai-lab/kg-retriever

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KG-Retriever: Efficient Knowledge Indexing for Retrieval-Augmented Large Language Models

https://github.com/baichuan-inc/baichuan-audio

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Baichuan-Audio: A Unified Framework for End-to-End Speech Interaction

https://github.com/baiyuqi/agentic-society

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Agentic Society: Merging skeleton from real world and texture from Large Language Model

https://github.com/baizhige/eegunity

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EEGUnity: Open-Source Tool in Facilitating Unified EEG Datasets Towards Large-Scale EEG Model

https://github.com/baltaci-r/CulturedAgents

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Persona Inconstancy in Multi-Agent LLM Collaboration: Conformity, Confabulation, and Impersonation

https://github.com/banjiuyufen/Recoverable-Compression

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Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information

https://github.com/banjiuyufen/recoverablecompression

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Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information

https://github.com/baochi0212/lavy

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LaVy: Vietnamese Multimodal Large Language Model

https://github.com/baohaoliao/apiq

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ApiQ: Finetuning of 2-Bit Quantized Large Language Model

https://github.com/bartel-group/matgen_baselines

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Establishing baselines for generative discovery of inorganic crystals

https://github.com/bashlab/llasa

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LLaSA: A Multimodal LLM for Human Activity Analysis Through Wearable and Smartphone Sensors

https://github.com/batra-mlp-lab/visdial-amt-chat

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Visual Dialog

https://github.com/batsresearch/bonito

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Learning to Generate Instruction Tuning Datasets for Zero-Shot Task Adaptation

https://github.com/batsresearch/ex2

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If CLIP Could Talk: Understanding Vision-Language Model Representations Through Their Preferred Concept Descriptions

https://github.com/batsresearch/fudd

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Follow-Up Differential Descriptions: Language Models Resolve Ambiguities for Image Classification

https://github.com/bayer-group/text-to-sql-epi-ehr-naacl2024

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Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records

https://github.com/baylor-ai/halludetect

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Detecting Hallucinations in Large Language Model Generation: A Token Probability Approach

https://github.com/bbsbz/chemmllm

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ChemMLLM: Chemical Multimodal Large Language Model

https://github.com/bcdnlp/prd

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PRD: Peer Rank and Discussion Improve Large Language Model based Evaluations

https://github.com/bdbc-kg-nlp/ngcse

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Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model

https://github.com/bear96/gabm-epidemic

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Epidemic Modeling with Generative Agents

https://github.com/beastyz/llm-verified-retrieval

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LLatrieval: LLM-Verified Retrieval for Verifiable Generation

https://github.com/beccabai/Data-centric_multimodal_LLM

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A Survey of Multimodal Large Language Model from A Data-centric Perspective

https://github.com/believewhat/JMLR-Joint-Medical-LLM-and-Retrieval-Training

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JMLR: Joint Medical LLM and Retrieval Training for Enhancing Reasoning and Professional Question Answering Capability

https://github.com/bethxx99/FinTruthQA

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FinTruthQA: A Benchmark Dataset for Evaluating the Quality of Financial Information Disclosure

https://github.com/betswish/mirage

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Model Internals-based Answer Attribution for Trustworthy Retrieval-Augmented Generation

https://github.com/beyondguo/STA

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Selective Text Augmentation with Word Roles for Low-Resource Text Classification

https://github.com/bezirganyan/luma

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LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data

https://github.com/bhui97/pleak

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PLeak: Prompt Leaking Attacks against Large Language Model Applications

https://github.com/bids-xu-lab/clinical_entity_recognition_using_gpt_models

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Improving Large Language Models for Clinical Named Entity Recognition via Prompt Engineering

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