HuggingFace
Improving Text-to-Music Generation with Human Preference Rewards
We describe our entry to the efficiency track of the Academic Text-to-Music (ATTM) Grand Challenge at ICME 2026. Beyo...
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HuggingFace
SkillHarness: Harnessing Safe Skills for Computer-Use Agents
Computer-Use Agents (CUAs) are increasingly deployed in dynamic interactive environments, creating a growing need for...
HuggingFace
BioMatrix: Towards a Comprehensive Biological Foundation Model Spanning the Modality Matrix of Sequences, Structures, and Language
We present BioMatrix, the first multimodal foundation model that natively integrates sequences, structures, and natur...
HuggingFace
Notes2Skills: From Lab Notebooks to Certainty-Aware Scientific Agent Skills
Scientific discovery workflows usually contain and rely heavily on lab notes, where researchers record observations, ...
HuggingFace
Counsel: A Meta-Evaluation Dataset for Agentic Tasks
As agentic systems tackle increasingly complex multi-step tasks, evaluating their trajectories presents a major bottl...
HuggingFace
StylisticBias: A Few Human Visual Cues Drive Most Social Biases in MLLMs
Multimodal large language models (MLLMs) are increasingly deployed in personally and societally consequential setting...
HuggingFace
MCompassRAG: Topic Metadata as a Semantic Compass for Paragraph-Level Retrieval
Retrieval-augmented generation (RAG) systems depend critically on how documents are chunked and searched. Fine-graine...
HuggingFace
SproutRAG: Attention-Guided Tree Search with Progressive Embeddings for Long-Document RAG
Retrieval-augmented generation (RAG) systems must balance retrieval granularity with contextual coherence, a challeng...
HuggingFace
Characterizing Narrative Content in Web-scale LLM Pretraining Data
The narrative composition of web-scale LLM pretraining corpora remains largely unexplored even though narrative is a ...
HuggingFace
When, Where, and How: Adaptive Binning for Tabular Self-Supervised Learning
Medical tabular data are ubiquitous in clinical research, but deep learning for tables remains underexplored because ...
HuggingFace
PerceptionDLM: Parallel Region Perception with Multimodal Diffusion Language Models
Multimodal large language models (MLLMs) have achieved remarkable progress in visual understanding tasks. However, mo...
HuggingFace
WorldLines: Benchmarking and Modeling Long-Horizon Stateful Embodied Agents
To assist humans over extended periods in real homes, embodied agents must remember user routines, world states, and ...