HANS: A Handwritten Answer Sheet Dataset for Noisy Hybrid Document Parsing

Intelligent grading and automated scoring technologies constitute critical infrastructure for smart education. However, existing document parsing and handwriting recognition benchmarks are predominantly designed for well-structured printed documents or isolated mathematical expressions, lacking datasets that capture the complex characteristics inherent to student answer sheets, including…

arxiv.org ·10h ago

We haven't written up this one. arXiv cs.AI has the full story — the link below goes straight to it.

Read the original at arxiv.org →

More in AI

Cited but Not Consulted: A Counterfactual Audit of Legal Chain-of-Thought Faithfulness

Large language models increasingly justify legal decisions by naming the statute or precedent behind a verdict, treated as evidence that the decision follows from it.

10h ago ·arxiv.org

Need 'judicious mix' in use of open and proprietary AI models to protect data: IT Secy

Warning that using proprietary AI models can involve "the risk of data transfer" and the risk of those models "learning at the cost of our data", IT Secretary S Krishnan on Thursday asserted that…

10h ago ·economictimes.indiatimes.com

Accurate but Not Humble: Evaluating Epistemic Humility in LLM Agents under Knowledge Conflict

When retrieved evidence contradicts an agent's prior beliefs, does it revise its answer, acknowledge uncertainty, or persist with an incorrect conclusion?

10h ago ·arxiv.org

I Built a World With Rules. Then I Changed Them.

The Rules Are Hidden. The Timeline Isn't. What happens when you put something inside a world whose rules it doesn't know? I wanted to build a small experiment.

NIXIE is a fictional reasoning benchmark for Kaggle.
Rules in NIXIE include ERASE or CONTINUE outcomes based on dice rolls.
Rules can change, making the experiment more challenging.

10h ago ·dev.to

Trump says anyone who does not call AI 'super intelligence' is 'the enemy'

WASHINGTON — U.S. President Donald Trump, who has said he wants the term "super intelligence" to replace artificial intelligence, said Thursday that anyone who does not heed his wishes will be treated…

10h ago ·koreatimes.co.kr

OnTrack: Real-Time Monitoring and Intervention in LLM Agent Trajectories via Streaming Structure-Aware Optimal Transport

Agents are deployed in applications from trip planners and stock trading to IT incident triage. In most cases, LLM agents work autonomously with minimal rule-based safeguarding, leading to cost and…

10h ago ·arxiv.org