THOUGHTSCULPT: Reasoning with Intermediate Revision and Search Paper • 2404.05966 • Published Apr 9 • 2
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models Paper • 2402.10986 • Published Feb 16 • 76
WebLINX: Real-World Website Navigation with Multi-Turn Dialogue Paper • 2402.05930 • Published Feb 8 • 38
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding Paper • 2401.12954 • Published Jan 23 • 28
Self-Discover: Large Language Models Self-Compose Reasoning Structures Paper • 2402.03620 • Published Feb 6 • 109
Scaling Laws for Downstream Task Performance of Large Language Models Paper • 2402.04177 • Published Feb 6 • 17
CodeIt: Self-Improving Language Models with Prioritized Hindsight Replay Paper • 2402.04858 • Published Feb 7 • 14
ScreenAI: A Vision-Language Model for UI and Infographics Understanding Paper • 2402.04615 • Published Feb 7 • 35
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains Paper • 2402.05140 • Published Feb 6 • 19
DocLLM: A layout-aware generative language model for multimodal document understanding Paper • 2401.00908 • Published Dec 31, 2023 • 177
FreshLLMs: Refreshing Large Language Models with Search Engine Augmentation Paper • 2310.03214 • Published Oct 5, 2023 • 16
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines Paper • 2310.03714 • Published Oct 5, 2023 • 30
Large Language Models Cannot Self-Correct Reasoning Yet Paper • 2310.01798 • Published Oct 3, 2023 • 32
AnyMAL: An Efficient and Scalable Any-Modality Augmented Language Model Paper • 2309.16058 • Published Sep 27, 2023 • 55
LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models Paper • 2309.12307 • Published Sep 21, 2023 • 85
LMDX: Language Model-based Document Information Extraction and Localization Paper • 2309.10952 • Published Sep 19, 2023 • 63
Chain-of-Verification Reduces Hallucination in Large Language Models Paper • 2309.11495 • Published Sep 20, 2023 • 38
PDFTriage: Question Answering over Long, Structured Documents Paper • 2309.08872 • Published Sep 16, 2023 • 52
Leveraging Contextual Information for Effective Entity Salience Detection Paper • 2309.07990 • Published Sep 14, 2023 • 7
RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback Paper • 2309.00267 • Published Sep 1, 2023 • 47
Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers Paper • 2309.08532 • Published Sep 15, 2023 • 52
Agents: An Open-source Framework for Autonomous Language Agents Paper • 2309.07870 • Published Sep 14, 2023 • 39
Ambiguity-Aware In-Context Learning with Large Language Models Paper • 2309.07900 • Published Sep 14, 2023 • 4
Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts Paper • 2309.07430 • Published Sep 14, 2023 • 27