Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models Paper • 2402.14848 • Published Feb 19 • 18
The Prompt Report: A Systematic Survey of Prompting Techniques Paper • 2406.06608 • Published Jun 6 • 56
Visual Sketchpad: Sketching as a Visual Chain of Thought for Multimodal Language Models Paper • 2406.09403 • Published Jun 13 • 19
Interpreting the Weight Space of Customized Diffusion Models Paper • 2406.09413 • Published Jun 13 • 18
Alleviating Distortion in Image Generation via Multi-Resolution Diffusion Models Paper • 2406.09416 • Published Jun 13 • 27
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels Paper • 2406.09415 • Published Jun 13 • 50
Large Language Model Confidence Estimation via Black-Box Access Paper • 2406.04370 • Published Jun 1 • 20
DataComp-LM: In search of the next generation of training sets for language models Paper • 2406.11794 • Published Jun 17 • 50
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks Paper • 2311.06242 • Published Nov 10, 2023 • 86
Multimodal Needle in a Haystack: Benchmarking Long-Context Capability of Multimodal Large Language Models Paper • 2406.11230 • Published Jun 17 • 33
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Paper • 2406.15319 • Published Jun 21 • 62
Agentless: Demystifying LLM-based Software Engineering Agents Paper • 2407.01489 • Published Jul 1 • 42
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems Paper • 2407.01370 • Published Jul 1 • 86
Lookback Lens: Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps Paper • 2407.07071 • Published Jul 9 • 11
AgentInstruct: Toward Generative Teaching with Agentic Flows Paper • 2407.03502 • Published Jul 3 • 49
LazyLLM: Dynamic Token Pruning for Efficient Long Context LLM Inference Paper • 2407.14057 • Published Jul 19 • 44
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack Paper • 2406.10149 • Published Jun 14 • 48
DeepSeek-Prover-V1.5: Harnessing Proof Assistant Feedback for Reinforcement Learning and Monte-Carlo Tree Search Paper • 2408.08152 • Published Aug 15 • 52