Research Papers
SLCA-GRPO Fixes Credit Misattribution in Tool-Calling RL
A new Hugging Face paper introduces SLCA-GRPO, a framework that locks credit assignment to structural segments so summary rewards...
TrackEverything Tracks Every Point in 3D Across 1000+ Frame Videos
A new 3D point tracker from Hugging Face researchers represents videos as persistent 3D scene tracks in world coordinates, breakin...
SAGE Framework Targets Long-Horizon Reasoning Biases in LLMs
A new paper introduces Symbolic Closure Analysis and the SAGE framework, which uses algebraic sparsification and hyperbolic struct...
D-JEPA Aligns Latent World Models With Real Execution Outcomes
A new latent world model, D-JEPA, learns decision-relevant relations among candidate futures from executed outcomes, improving act...
IndicBankBench Tests Whether Banking Assistants Are Reliably Safe, Not Just Plausible
A new 799-case benchmark for Indian retail banking evaluates language model assistants across four stages — safety, tool use, resp...
AgentWorld Benchmark Exposes Multi-Agent LLM Collaboration Gaps
Hugging Face researchers introduce AgentWorld, a 100-task benchmark for long-horizon multi-agent collaboration in an MMORPG sandbo...
Diffusion Model Refines Satellite 3D Maps, Cutting Elevation Error by Up to 43%
Researchers adapt Stable Diffusion 3 to refine noisy photogrammetric Digital Surface Models using Pléiades imagery, reducing RMSE...
Tactile-JEPA Brings Topology-Aware Self-Supervision to Robot Electronic Skins
A new self-supervised pre-training method for distributed tactile sensors predicts masked sensing elements using the sensor connec...
LastOPD Fixes Latent Distillation Collapse in Small Language Models
Hugging Face paper LastOPD identifies a collapse failure in latent on-policy distillation and proposes applying latent supervision...
TimeEvo Lets Time Series Agents Build Their Own Tool Libraries From Failure
A new Hugging Face paper argues that pre-supplied tool libraries misalign with agent needs and can silently degrade answers, propo...
RayOrch Brings Lineage-Aware Dataflows to Foundation-Model Data Prep
A new Hugging Face paper introduces RayOrch, a programming model and distributed engine that preserves parent-child relationships...
Hugging Face Paper Proposes Disaggregated Quantization to Split LLM Prefill and Decode
A new research paper introduces disaggregated quantization (DQ), which assigns separate precision formats and weights to the prefi...