HuggingFace
h1: A Taste of the Bitter Lesson in Automated Theorem Proving
While progress in informal mathematics has come largely from scaling the chain-of-thought and agentic reasoning of fr...
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HuggingFace
Multiscale Policy Optimization for Long-Horizon LLM Agents
Long-horizon LLM agents interact with their environments through complete assistant turns while generating each actio...
HuggingFace
T-DIG: Text-Conditioned Diversity for Image Generation
Text-to-image (T2I) platforms typically return several images per prompt so users can explore different visual interp...
HuggingFace
EmbeddingGemma 2: Unified and Efficient Multimodal Representations
We present EmbeddingGemma 2, an open multimodal embedding model which natively represents text, images, audio, video,...
HuggingFace
How Much Does the Hint Matter? Scope Conditions for Hindsight Self-Distillation in Financial Reasoning
Financial institutions operating under data-residency constraints are restricted to open-weight models small enough t...
HuggingFace
What Outcome RL Buys: Finishing, Reliability, Rarely Reach
Outcome RL raises pass@1 but not pass@k at large k (Yue et al., 2025). But every pass@1 is scored under a token budge...
HuggingFace
Beyond the Estimate: Wiener-Informed Decoding for Easier Training of Pixel-Space Flow Models
Learning velocity fields directly in pixel space is difficult and slow. We show that coarse second-order image statis...
HuggingFace
Lipi-Ghor: A Large-Scale, Diarized, Multi-Domain Bengali Speech Corpus and a Scalable Pipeline for Building It
Bengali, spoken by over 230 million people, remains severely under-resourced in spoken language research. Existing op...
HuggingFace
Sub-monolayer tracking of molecular states at buried interfaces
Phenomena responsible for emerging technologies originate from novel molecular states at buried interfaces. Yet quant...
HuggingFace
AlphaBet: Reinforcement Learning for LLM Event Forecasting Agents
Forecasting an unresolved event requires finding relevant evidence and deciding how strongly it supports each outcome...
HuggingFace
Quaternion Approximate Networks for Enhanced Image Classification and Oriented Object Detection
This paper introduces Quaternion Approximate Networks (QUAN), a novel deep learning framework that leverages quaterni...
HuggingFace
Self-Assessment Reinforcement Learning for Search-State Awareness in Retrieval-Augmented Large Language Models
Recent advances in search agents have enabled large language models to tackle complex tasks by retrieving and synthes...