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Structure, Association, and Decision Value: Representation-Based Difficulty Estimation for Adaptive Inference in African-Language NLI

Researchers have investigated whether internal representation statistics can provide useful difficul...

Aug 20 🗳️ 0
AI

Introducing the Privacy-HSD Trade-off: Hate Speech Detection, but not at the Cost of Privacy

Researchers have identified a trade-off between detecting hate speech and protecting online users' p...

Aug 20 🗳️ 0
AI

Grading the Graders: Verification Autonomy Levels (L0-L5) for LLM Reasoning

Researchers have proposed a new framework for evaluating the effectiveness of verifiers used with la...

Aug 20 🗳️ 0
AI

Institutional Books - Enriched Text: A customizable multilingual open-source pipeline for denoising, deduplicating, and annotating OCR text at scale

Researchers from Harvard University have developed an open-source pipeline called Enriched Text that...

Aug 20 🗳️ 0
AI

Comment-level Topic Drift Analysis in the Reddit Corpus

Researchers have developed a method to analyze topic drift in large datasets of ...

AI

ChildSafeAds Shared Task 2026: Commercial Content in Child-Facing YouTube Videos

The ChildSafeAds Shared Task 2026 is a dataset of YouTube videos likely to reach...

AI

MicroPython and CircuitPython: Pythons Quiet Takeover of IoT and Robotics

MicroPython and CircuitPython are Python variants designed for microcontrollers ...

AI

Think Shallow, Solve Deep: Controlling Recurrent Dynamics for Reliable Test-Time Depth

Researchers have developed a method to control recurrent dynamics in AI models a...

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