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Language Modeling

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

https://github.com/chancefocus/pixiu

공식 코드

PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

https://github.com/chandar-lab/amplify

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Structure-Aligned Protein Language Model

https://github.com/chandar-lab/efficientllms

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Exploring Quantization for Efficient Pre-Training of Transformer Language Models

https://github.com/chandar-lab/fasp

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Fairness-Aware Structured Pruning in Transformers

https://github.com/changyuanwang17/qvlm

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Q-VLM: Post-training Quantization for Large Vision-Language Models

https://github.com/chantalmp/radialog

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RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance

https://github.com/chantalmp/unsupervised_pre-training_of_graph_transformers_on_patient_population_graphs

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Unsupervised pre-training of graph transformers on patient population graphs

https://github.com/chaoyi-wu/pmc-llama

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PMC-LLaMA: Towards Building Open-source Language Models for Medicine

https://github.com/charliesong1999/flashdreamer

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Enhancing Monocular 3D Scene Completion with Diffusion Model

https://github.com/cheliu-computation/m-flag-miccai2023

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M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization

https://github.com/chelsea234/m2f2_det

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Rethinking Vision-Language Model in Face Forensics: Multi-Modal Interpretable Forged Face Detector

https://github.com/chenchenygu/auditing-prompt-caching

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Auditing Prompt Caching in Language Model APIs

https://github.com/chenchenygu/watermark-learnability

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On the Learnability of Watermarks for Language Models

https://github.com/chencn2020/seagull

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SEAGULL: No-reference Image Quality Assessment for Regions of Interest via Vision-Language Instruction Tuning

https://github.com/chendelong1999/subobjects

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Subobject-level Image Tokenization

https://github.com/cheneydon/hrkd

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HRKD: Hierarchical Relational Knowledge Distillation for Cross-domain Language Model Compression

https://github.com/chengemily1/id-llm-abstraction

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Emergence of a High-Dimensional Abstraction Phase in Language Transformers

https://github.com/chengemily1/id_bridging

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Bridging Information-Theoretic and Geometric Compression in Language Models

https://github.com/chengjunyan1/aapm

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Empirical Asset Pricing with Large Language Model Agents

https://github.com/chenkaisun/proactivealignment

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Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation

https://github.com/chenkaisun/socialsense

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Decoding the Silent Majority: Inducing Belief Augmented Social Graph with Large Language Model for Response Forecasting

https://github.com/chenllliang/g1

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G1: Bootstrapping Perception and Reasoning Abilities of Vision-Language Model via Reinforcement Learning

https://github.com/chenmientan/malmen

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Massive Editing for Large Language Models via Meta Learning

https://github.com/chentong0/copy-bench

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CopyBench: Measuring Literal and Non-Literal Reproduction of Copyright-Protected Text in Language Model Generation

https://github.com/chenych11/lm

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Compressing Neural Language Models by Sparse Word Representations

https://github.com/chenyuxin1999/s-dpo

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On Softmax Direct Preference Optimization for Recommendation

https://github.com/cheoljun95/sdhubert

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SD-HuBERT: Sentence-Level Self-Distillation Induces Syllabic Organization in HuBERT

https://github.com/cherise215/LLM-ECG-Dual-Attention

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Large Language Model-informed ECG Dual Attention Network for Heart Failure Risk Prediction

https://github.com/chiahsuan156/dst-as-prompting

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Dialogue State Tracking with a Language Model using Schema-Driven Prompting

https://github.com/chiang-yuan/llamp

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LLaMP: Large Language Model Made Powerful for High-fidelity Materials Knowledge Retrieval and Distillation

https://github.com/chijames/kerple

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KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation

https://github.com/chilab1/unipagpt-23

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Unipa-GPT: Large Language Models for university-oriented QA in Italian

https://github.com/chillingdream/dap

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Dual-Alignment Pre-training for Cross-lingual Sentence Embedding

https://github.com/chingheng0808/PromptHSI

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PromptHSI: Universal Hyperspectral Image Restoration with Vision-Language Modulated Frequency Adaptation

https://github.com/chocowu/lasuie

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LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model

https://github.com/chongqingnosubway/prompt-ot

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Prompt-OT: An Optimal Transport Regularization Paradigm for Knowledge Preservation in Vision-Language Model Adaptation

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