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Collections including paper arxiv:2406.06474

Efficient and Personalized Mobile Health Event Prediction via Small Language Models

Paper • 2409.18987 • Published Sep 17, 2024
Towards a Personal Health Large Language Model

Paper • 2406.06474 • Published Jun 10, 2024 • 22
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records

Paper • 2406.16341 • Published Jun 24, 2024 • 14

PDFTriage: Question Answering over Long, Structured Documents

Paper • 2309.08872 • Published Sep 16, 2023 • 55
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 82
Table-GPT: Table-tuned GPT for Diverse Table Tasks

Paper • 2310.09263 • Published Oct 13, 2023 • 40
Context-Aware Meta-Learning

Paper • 2310.10971 • Published Oct 17, 2023 • 17

Hard constraint papers

MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering

Paper • 2406.06573 • Published Jun 3, 2024 • 11
Towards a Personal Health Large Language Model

Paper • 2406.06474 • Published Jun 10, 2024 • 22

Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22, 2024 • 33
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement

Paper • 2403.15042 • Published Mar 22, 2024 • 27
BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18, 2024 • 26
Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models

Paper • 2404.12387 • Published Apr 18, 2024 • 40

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, 2024 • 1
AtomGPT: Atomistic Generative Pre-trained Transformer for Forward and Inverse Materials Design

Paper • 2405.03680 • Published May 6, 2024 • 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 • 25

Federated Learning (FL) - Decentralized Scheme

Towards Building the Federated GPT: Federated Instruction Tuning

Paper • 2305.05644 • Published May 9, 2023 • 6
Low-Resource Machine Translation through the Lens of Personalized Federated Learning

Paper • 2406.12564 • Published Jun 18, 2024 • 3
Towards a Personal Health Large Language Model

Paper • 2406.06474 • Published Jun 10, 2024 • 22
Analytic Federated Learning

Paper • 2405.16240 • Published May 25, 2024

MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Paper • 2405.20340 • Published May 30, 2024 • 20
Spectrally Pruned Gaussian Fields with Neural Compensation

Paper • 2405.00676 • Published May 1, 2024 • 10
Paint by Inpaint: Learning to Add Image Objects by Removing Them First

Paper • 2404.18212 • Published Apr 28, 2024 • 30
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

Paper • 2405.00732 • Published Apr 29, 2024 • 122

Biomedical NLP papers

Papers posted on @ArxivHealthcareNLP@sigmoid.social (Clinical, Healthcare & Biomedical NLP)

MedS^3: Towards Medical Small Language Models with Self-Evolved Slow Thinking

Paper • 2501.12051 • Published Jan 21, 2025
Bridging Language Barriers in Healthcare: A Study on Arabic LLMs

Paper • 2501.09825 • Published Jan 16, 2025 • 14
Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators

Paper • 2501.09484 • Published Jan 16, 2025 • 19
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature

Paper • 2501.07171 • Published Jan 13, 2025 • 55

Efficient and Personalized Mobile Health Event Prediction via Small Language Models

Paper • 2409.18987 • Published Sep 17, 2024
Towards a Personal Health Large Language Model

Paper • 2406.06474 • Published Jun 10, 2024 • 22
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records

Paper • 2406.16341 • Published Jun 24, 2024 • 14

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, 2024 • 1
AtomGPT: Atomistic Generative Pre-trained Transformer for Forward and Inverse Materials Design

Paper • 2405.03680 • Published May 6, 2024 • 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 • 25

PDFTriage: Question Answering over Long, Structured Documents

Paper • 2309.08872 • Published Sep 16, 2023 • 55
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 82
Table-GPT: Table-tuned GPT for Diverse Table Tasks

Paper • 2310.09263 • Published Oct 13, 2023 • 40
Context-Aware Meta-Learning

Paper • 2310.10971 • Published Oct 17, 2023 • 17

Federated Learning (FL) - Decentralized Scheme

Towards Building the Federated GPT: Federated Instruction Tuning

Paper • 2305.05644 • Published May 9, 2023 • 6
Low-Resource Machine Translation through the Lens of Personalized Federated Learning

Paper • 2406.12564 • Published Jun 18, 2024 • 3
Towards a Personal Health Large Language Model

Paper • 2406.06474 • Published Jun 10, 2024 • 22
Analytic Federated Learning

Paper • 2405.16240 • Published May 25, 2024

Hard constraint papers

MedFuzz: Exploring the Robustness of Large Language Models in Medical Question Answering

Paper • 2406.06573 • Published Jun 3, 2024 • 11
Towards a Personal Health Large Language Model

Paper • 2406.06474 • Published Jun 10, 2024 • 22

MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Paper • 2405.20340 • Published May 30, 2024 • 20
Spectrally Pruned Gaussian Fields with Neural Compensation

Paper • 2405.00676 • Published May 1, 2024 • 10
Paint by Inpaint: Learning to Add Image Objects by Removing Them First

Paper • 2404.18212 • Published Apr 28, 2024 • 30
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

Paper • 2405.00732 • Published Apr 29, 2024 • 122

Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22, 2024 • 33
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement

Paper • 2403.15042 • Published Mar 22, 2024 • 27
BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18, 2024 • 26
Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models

Paper • 2404.12387 • Published Apr 18, 2024 • 40

Biomedical NLP papers

Papers posted on @ArxivHealthcareNLP@sigmoid.social (Clinical, Healthcare & Biomedical NLP)

MedS^3: Towards Medical Small Language Models with Self-Evolved Slow Thinking

Paper • 2501.12051 • Published Jan 21, 2025
Bridging Language Barriers in Healthcare: A Study on Arabic LLMs

Paper • 2501.09825 • Published Jan 16, 2025 • 14
Exploring the Inquiry-Diagnosis Relationship with Advanced Patient Simulators

Paper • 2501.09484 • Published Jan 16, 2025 • 19
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature

Paper • 2501.07171 • Published Jan 13, 2025 • 55

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