Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts
Paper • 2309.07430 • Published • 28
papers
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MindAgent: Emergent Gaming Interaction
Paper • 2309.09971 • Published • 12 -
Cure the headache of Transformers via Collinear Constrained Attention
Paper • 2309.08646 • Published • 14 -
Contrastive Decoding Improves Reasoning in Large Language Models
Paper • 2309.09117 • Published • 40 -
Uncovering mesa-optimization algorithms in Transformers
Paper • 2309.05858 • Published • 14 -
Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning
Paper • 2312.14878 • Published • 15 -
Time is Encoded in the Weights of Finetuned Language Models
Paper • 2312.13401 • Published • 20 -
PowerInfer: Fast Large Language Model Serving with a Consumer-grade GPU
Paper • 2312.12456 • Published • 45 -
HAAR: Text-Conditioned Generative Model of 3D Strand-based Human Hairstyles
Paper • 2312.11666 • Published • 13 -
Cascade Speculative Drafting for Even Faster LLM Inference
Paper • 2312.11462 • Published • 10 -
ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent
Paper • 2312.10003 • Published • 44 -
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling
Paper • 2312.15166 • Published • 61 -
Astraios: Parameter-Efficient Instruction Tuning Code Large Language Models
Paper • 2401.00788 • Published • 23 -
Improving Text Embeddings with Large Language Models
Paper • 2401.00368 • Published • 82 -
LLaMA Beyond English: An Empirical Study on Language Capability Transfer
Paper • 2401.01055 • Published • 54 -
Hyena Hierarchy: Towards Larger Convolutional Language Models
Paper • 2302.10866 • Published • 7 -
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism
Paper • 2401.02954 • Published • 55 -
Infinite-LLM: Efficient LLM Service for Long Context with DistAttention and Distributed KVCache
Paper • 2401.02669 • Published • 17 -
LLaMA Pro: Progressive LLaMA with Block Expansion
Paper • 2401.02415 • Published • 54 -
LLM Augmented LLMs: Expanding Capabilities through Composition
Paper • 2401.02412 • Published • 38 -
DocLLM: A layout-aware generative language model for multimodal document understanding
Paper • 2401.00908 • Published • 191 -
LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning
Paper • 2401.01325 • Published • 27 -
A Comprehensive Study of Knowledge Editing for Large Language Models
Paper • 2401.01286 • Published • 21 -
Unicron: Economizing Self-Healing LLM Training at Scale
Paper • 2401.00134 • Published • 13 -
The Internal State of an LLM Knows When its Lying
Paper • 2304.13734 • Published • 2 -
Mamba: Linear-Time Sequence Modeling with Selective State Spaces
Paper • 2312.00752 • Published • 150 -
PromptBench: A Unified Library for Evaluation of Large Language Models
Paper • 2312.07910 • Published • 16 -
SparQ Attention: Bandwidth-Efficient LLM Inference
Paper • 2312.04985 • Published • 40 -
Boundary Attention: Learning to Find Faint Boundaries at Any Resolution
Paper • 2401.00935 • Published • 18 -
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models
Paper • 2309.14717 • Published • 46 -
Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
Paper • 2401.04398 • Published • 25 -
LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale
Paper • 2208.07339 • Published • 5 -
Sigmoid Loss for Language Image Pre-Training
Paper • 2303.15343 • Published • 11 -
Accelerating LLM Inference with Staged Speculative Decoding
Paper • 2308.04623 • Published • 26