Papers with Code 아카이브

Large Language Model

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법전체 데이터셋

하위 태스크

2

평가표

0

보존된 평가 기록

0

코드

관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.

https://github.com/IAAR-Shanghai/QAEncoder

공식 코드

QAEncoder: Towards Aligned Representation Learning in Question Answering System

https://github.com/IBM/Retrieval-Enhanced-Transformer-Little

공식 코드

Retro-li: Small-Scale Retrieval Augmented Generation Supporting Noisy Similarity Searches and Domain Shift Generalization

https://github.com/IBM/helm-enterprise-benchmark

공식 코드

Enterprise Benchmarks for Large Language Model Evaluation

https://github.com/IBM/prompt-declaration-language

공식 코드

PDL: A Declarative Prompt Programming Language

https://github.com/IBM/retrieve-write-slot-filling

공식 코드

Zero-shot Slot Filling with DPR and RAG

https://github.com/IDEA-Emdoor-Lab/UniTTS

공식 코드

UniTTS: An end-to-end TTS system without decoupling of acoustic and semantic information

https://github.com/ISU-PAAL/DeepDFA

공식 코드

Dataflow Analysis-Inspired Deep Learning for Efficient Vulnerability Detection

https://github.com/IanSteenstra/llm-alcohol-counselor

공식 코드

Virtual Agents for Alcohol Use Counseling: Exploring LLM-Powered Motivational Interviewing

https://github.com/IbrahimAlAzhar/FutureWorkGeneration

공식 코드

FutureGen: LLM-RAG Approach to Generate the Future Work of Scientific Article

https://github.com/JC230903/NLP-low-resource-pipeline-for-indian-languages/tree/main/pythonversion

공식 코드

Low-Resource Language Processing: An OCR-Driven Summarization and Translation Pipeline

https://github.com/Jacob-Zhou/simple-csc

공식 코드

A Training-free LLM-based Approach to General Chinese Character Error Correction

https://github.com/JasonForJoy/BRIEF

공식 코드

BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression

https://github.com/JeongHun0716/MMS-LLaMA

공식 코드

MMS-LLaMA: Efficient LLM-based Audio-Visual Speech Recognition with Minimal Multimodal Speech Tokens

https://github.com/JesseTNRoberts/Large-Language-Model-Recall-Uncertainty-is-Modulated-by-the-Fan-Effect

공식 코드

Large Language Model Recall Uncertainty is Modulated by the Fan Effect

https://github.com/JetBrains-Research/git-good-bench

공식 코드

GitGoodBench: A Novel Benchmark For Evaluating Agentic Performance On Git

https://github.com/Jie0618/PhysicsRegression

공식 코드

A Neural Symbolic Model for Space Physics

https://github.com/Jingkang50/OpenPSG

공식 코드

4D Panoptic Scene Graph Generation

https://github.com/Jingyu6/speculative_prefill

공식 코드

Speculative Prefill: Turbocharging TTFT with Lightweight and Training-Free Token Importance Estimation

https://github.com/Joe-Hall-Lee/Debias

공식 코드

Mitigating the Bias of Large Language Model Evaluation

https://github.com/Joe-Hall-Lee/PSN-IRT

공식 코드

Lost in Benchmarks? Rethinking Large Language Model Benchmarking with Item Response Theory

https://github.com/Joe-zsc/GAP

공식 코드

Mind the Gap: Towards Generalizable Autonomous Penetration Testing via Domain Randomization and Meta-Reinforcement Learning

https://github.com/JoyDajunSpaceCraft/RAG-RLRC-LaySum

공식 코드

RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts

https://github.com/Jumponthemoon/WeatherDG

공식 코드

WeatherDG: LLM-assisted Diffusion Model for Procedural Weather Generation in Domain-Generalized Semantic Segmentation

https://github.com/JumpyPizza/align-sentence-simplification-with-ESL-learner

공식 코드

Aligning Sentence Simplification with ESL Learner's Proficiency for Language Acquisition

https://github.com/Jundifang/PsyLite

공식 코드

PsyLite Technical Report

https://github.com/KKbeckang/LiGPT-Beta

공식 코드

Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry

https://github.com/KRLabsOrg/LettuceDetect

공식 코드

LettuceDetect: A Hallucination Detection Framework for RAG Applications

https://github.com/KaiyueSun98/T2V-CompBench

공식 코드

T2V-CompBench: A Comprehensive Benchmark for Compositional Text-to-video Generation

https://github.com/Kaylee0501/X-MLClass

공식 코드

Open-world Multi-label Text Classification with Extremely Weak Supervision

https://github.com/Knowledge-aware-AI/GPTKB

공식 코드

Enabling LLM Knowledge Analysis via Extensive Materialization

https://github.com/KordingLab/llm4teach-freetext-server

공식 코드

A large language model-assisted education tool to provide feedback on open-ended responses

https://github.com/LAMDA-RL/CoLA

공식 코드

Controlling Large Language Model with Latent Actions

https://github.com/LC1332/Chat-Haruhi-Suzumiya

공식 코드

ChatHaruhi: Reviving Anime Character in Reality via Large Language Model

https://github.com/LHRLAB/HyperGraphRAG

공식 코드

HyperGraphRAG: Retrieval-Augmented Generation with Hypergraph-Structured Knowledge Representation

https://github.com/LINs-lab/M3

공식 코드

Towards Robust Multi-Modal Reasoning via Model Selection

https://github.com/LL-a-VO/VLLaVO

공식 코드

VLLaVO: Mitigating Visual Gap through LLMs

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.