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Collections including paper arxiv:2411.00027

Papers to Read & Models to See

Papers for me to read and models to take a look at later

We Care: Multimodal Depression Detection and Knowledge Infused Mental Health Therapeutic Response Generation

Paper • 2406.10561 • Published Jun 15 • 1
AtomGPT: Atomistic Generative Pre-trained Transformer for Forward and Inverse Materials Design

Paper • 2405.03680 • Published May 6 • 1
ChemNLP: A Natural Language Processing based Library for Materials Chemistry Text Data

Paper • 2209.08203 • Published Sep 17, 2022 • 1
SeaLLMs -- Large Language Models for Southeast Asia

Paper • 2312.00738 • Published Dec 1, 2023 • 23

EVA-CLIP-18B: Scaling CLIP to 18 Billion Parameters

Paper • 2402.04252 • Published Feb 6 • 25
Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models

Paper • 2402.03749 • Published Feb 6 • 12
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

Paper • 2402.04615 • Published Feb 7 • 38
EfficientViT-SAM: Accelerated Segment Anything Model Without Performance Loss

Paper • 2402.05008 • Published Feb 7 • 19

Self-Rewarding Language Models

Paper • 2401.10020 • Published Jan 18 • 144
Orion-14B: Open-source Multilingual Large Language Models

Paper • 2401.12246 • Published Jan 20 • 12
MambaByte: Token-free Selective State Space Model

Paper • 2401.13660 • Published Jan 24 • 51
MM-LLMs: Recent Advances in MultiModal Large Language Models

Paper • 2401.13601 • Published Jan 24 • 45

Personalization

Also https://arxiv.org/abs/2404.08677

Personalization of Large Language Models: A Survey

Paper • 2411.00027 • Published 19 days ago • 31
Towards Unified Multi-Modal Personalization: Large Vision-Language Models for Generative Recommendation and Beyond

Paper • 2403.10667 • Published Mar 15

about 20 hours ago

The Impact of Hyperparameters on Large Language Model Inference Performance: An Evaluation of vLLM and HuggingFace Pipelines

Paper • 2408.01050 • Published Aug 2 • 8
Scaling LLM Test-Time Compute Optimally can be More Effective than Scaling Model Parameters

Paper • 2408.03314 • Published Aug 6 • 33
Towards a Unified View of Preference Learning for Large Language Models: A Survey

Paper • 2409.02795 • Published Sep 4 • 72
Paper Copilot: A Self-Evolving and Efficient LLM System for Personalized Academic Assistance

Paper • 2409.04593 • Published Sep 6 • 22

DocGraphLM: Documental Graph Language Model for Information Extraction

Paper • 2401.02823 • Published Jan 5 • 35
Understanding LLMs: A Comprehensive Overview from Training to Inference

Paper • 2401.02038 • Published Jan 4 • 62
DocLLM: A layout-aware generative language model for multimodal document understanding

Paper • 2401.00908 • Published Dec 31, 2023 • 181
Attention Where It Matters: Rethinking Visual Document Understanding with Selective Region Concentration

Paper • 2309.01131 • Published Sep 3, 2023 • 1

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