HuggingFace
ARC: Fair Relative Advantage Comparison in Open-Ended Real-World Interaction
Open-ended real-world interaction admits multiple valid behaviors: an agent may answer directly, ask for clarificatio...
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HuggingFace
Task-CoEvolve: Efficient Harness Optimization via Adaptive Validation Task Selection
We present a novel approach to efficient LLM harness optimization through adaptive validation task selection. Harness...
HuggingFace
Better Retrieval, Worse Robustness:How Multi-hop RAG Amplifies Upstream ASR Errors
Speech-based applications pass spoken queries through automatic speech recognition (ASR) before any retrieval module,...
HuggingFace
MobilePA-Bench: Benchmarking Mobile Planner Agents on Complex Real-World Tasks
As on-device LLM agents evolve into personal copilots, the mobile operating system has become a key testbed for this ...
HuggingFace
Block3D: Efficient Text-to-3D Generation via Block-Wise Diffusion
While text-to-3D generation has advanced rapidly, achieving high geometric fidelity at low inference cost remains cha...
HuggingFace
One Polluted Page Is Enough: Evaluating Web Content Pollution in LLM Recommenders
Search-augmented LLMs increasingly mediate everyday consumer recommendations by retrieving live web content. This cre...
HuggingFace
One Success Isn't Reliability: Thinkingbox, a Sandbox and Benchmark for Agents in Stateful Business Workflows
Recent agent benchmarks increasingly ground evaluation in executable environments, from code repair to web navigation...
HuggingFace
EchoWM: Open and Enterable Omnimodal World Models
We present EchoWM, an omnimodal world model for enterable generative media that responds to continuous navigation whi...
HuggingFace
Beyond the Stability-Exploration Dilemma: Environmental Regularization for LLM Policy Optimization
Policy optimization (PO) for Large Language Models faces a stability--exploration trade-off, currently mediated by an...
HuggingFace
RIBOSPAN: A Long-Context RNA Foundation Model for Versatile RNA Modeling
Full-length RNAs, particularly messenger RNAs, often exceed the context lengths used to pretrain existing RNA foundat...
HuggingFace
From Generation to Simulation: How Far Are World Models from Being True Simulators?
With the rapid progress of diffusion models and large-scale video generation, generative world models are increasingl...
HuggingFace
Industrial-Instruction: An End-to-End Framework for Building Instruction-Tuning and Benchmark Datasets from Industrial Technical Reports
Industrial technical reports contain high-value knowledge for maintenance, troubleshooting, and product engineering, ...