HuggingFace
S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement?
Large language models (LLMs) increasingly interact with external environments and accumulate substantial behavioral e...
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HuggingFace
Aspire: Can Models Self-Evolve from Vague Goals?
Many important forms of human learning begin with a vague goal, such as "become a better physicist" or "improve at re...
HuggingFace
HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?
As agents move from research prototypes to deployed tools, their capability increasingly depends on model-external ex...
HuggingFace
Institutional Newspapers Pipeline: Deriving billions of high quality tokens from historical newspapers
Historical newspapers are an abundant record of public life, but their dense, irregular and sometimes noisy layouts m...
HuggingFace
CRISP: Cliff-awaRe Input-adaptive Sparse Prefilling with Structural-Mass-Motivated Routing
The attention prefilling phase of long-context LLM inference scales quadratically, making self-attention a severe com...
HuggingFace
A Glance Is All You Need: Single-Pass Fine-Grained Image Captioning with SimLoss
An image may be worth a thousand words, but most captioning models describe it in only a few. Modern vision-language ...
HuggingFace
VibeVoice-ASR-Streaming Technical Report
Traditional speaker-attributed ASR systems treated ASR and speaker diarization as two separate tasks. Recently, end-t...
HuggingFace
SnapBench: Benchmarking Snap-and-Ask Multimodal Retrieval for Mobile Interactions
Mobile AI acts as a visual oracle, empowering users to snap a picture of something and ask for information. Snap-and-...
HuggingFace
ZipTok3D: High-Fidelity 3D Tokenization with Compact Token Prefixes
Compact token sequences are essential for efficient 3D generation. However, existing 3D tokenizers typically organize...
HuggingFace
Autoregressive Mosaics: Probing 2D Spatial Reasoning in Text-Only Language Models
Large language models (LLMs) trained only on text and code can sometimes generate programs that draw recognizable ima...
HuggingFace
Beyond Visual Similarity: Entity-Aligned Retrieval for Knowledge-Based Visual Question Answering
Knowledge-Based Visual Question Answering (KB-VQA) relies on retrieving external information to answer queries involv...
HuggingFace
Exploring Collaboration between a language and a non-language agent
LLMs are increasingly deployed as orchestrators that coordinate specialized subagents to solve complex tasks through ...