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Collections including paper arxiv:2406.06474

Biomedical NLP papers

Papers posted on @[email protected] (Clinical, Healthcare & Biomedical NLP)

DILA: Dictionary Label Attention for Mechanistic Interpretability in High-dimensional Multi-label Medical Coding Prediction

Paper • 2409.10504 • Published 20 days ago • 1
MEDIC: Towards a Comprehensive Framework for Evaluating LLMs in Clinical Applications

Paper • 2409.07314 • Published 25 days ago • 50
MultiMed: Massively Multimodal and Multitask Medical Understanding

Paper • 2408.12682 • Published Aug 22
Towards Evaluating and Building Versatile Large Language Models for Medicine

Paper • 2408.12547 • Published Aug 22

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

PDFTriage: Question Answering over Long, Structured Documents

Paper • 2309.08872 • Published Sep 16, 2023 • 53
Adapting Large Language Models via Reading Comprehension

Paper • 2309.09530 • Published Sep 18, 2023 • 75
Table-GPT: Table-tuned GPT for Diverse Table Tasks

Paper • 2310.09263 • Published Oct 13, 2023 • 39
Context-Aware Meta-Learning

Paper • 2310.10971 • Published Oct 17, 2023 • 16

Federated Learning (FL) - Decentralized Scheme

Towards Building the Federated GPT: Federated Instruction Tuning

Paper • 2305.05644 • Published May 9, 2023 • 5
Low-Resource Machine Translation through the Lens of Personalized Federated Learning

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

Paper • 2406.06474 • Published Jun 10 • 17
Analytic Federated Learning

Paper • 2405.16240 • Published May 25

Hard constraint papers

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

Paper • 2406.06573 • Published Jun 3 • 8
Towards a Personal Health Large Language Model

Paper • 2406.06474 • Published Jun 10 • 17

MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Paper • 2405.20340 • Published May 30 • 19
Spectrally Pruned Gaussian Fields with Neural Compensation

Paper • 2405.00676 • Published May 1 • 8
Paint by Inpaint: Learning to Add Image Objects by Removing Them First

Paper • 2404.18212 • Published Apr 28 • 27
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

Paper • 2405.00732 • Published Apr 29 • 118

Can large language models explore in-context?

Paper • 2403.15371 • Published Mar 22 • 31
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement

Paper • 2403.15042 • Published Mar 22 • 24
BLINK: Multimodal Large Language Models Can See but Not Perceive

Paper • 2404.12390 • Published Apr 18 • 24
Reka Core, Flash, and Edge: A Series of Powerful Multimodal Language Models

Paper • 2404.12387 • Published Apr 18 • 38

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