Interesting papers
All published papers whose full text was read, ranked by interest score.
| # | Score | Paper | Year |
|---|---|---|---|
| 51 | 7.2 |
Reducing Differential Item Functioning via Process Data
arXiv · doi:10.48550/arxiv.2504.00136 Novelty 7.0 · Rigor 8.0 · Engineering 8.0 · Consensus 5.0 · Topic 9.0 |
2025 |
| 52 | 7.2 |
CalibratedRubric: Task-Adaptive Rubric Banks for Open-Ended LLM Evaluation
arXiv · doi:10.48550/arxiv.2607.29252 Novelty 7.0 · Rigor 8.0 · Engineering 8.0 · Consensus 5.0 · Topic 8.0 |
2026 |
| 53 | 7.2 |
Why AI Detection Fails for Academic Integrity
arXiv · doi:10.48550/arxiv.2608.11256 Novelty 8.0 · Rigor 7.0 · Engineering 6.0 · Consensus 8.0 · Topic 9.0 |
2026 |
| 54 | 7.2 |
SWIM: Student Writing Simulation via Proficiency-Conditioned Generation
arXiv · doi:10.48550/arxiv.2609.03215 Novelty 7.0 · Rigor 8.0 · Engineering 8.0 · Consensus 5.0 · Topic 8.0 |
2026 |
| 55 | 7.2 |
EVOL: Simulator-Guided Evolutionary Expert Synthesis for Deployment-Free Learning Path Recommendation
arXiv · doi:10.48550/arxiv.2610.03273 Novelty 7.0 · Rigor 8.0 · Engineering 8.0 · Consensus 5.0 · Topic 7.0 |
2026 |
| 56 | 7.2 |
MS-Exam-Gen: Source-Grounded Benchmark Construction for Evaluating LLMs on Textual Multiple Sclerosis MRI Knowledge
arXiv · doi:10.48550/arxiv.2610.06170 Novelty 7.0 · Rigor 8.0 · Engineering 8.0 · Consensus 5.0 · Topic 8.0 |
2026 |
| 57 | 7.2 |
Extending Item Response Theory for Efficient and Meaningful Multilingual Evaluation
arXiv · doi:10.48550/arxiv.2606.15643 Novelty 8.0 · Rigor 8.0 · Engineering 7.5 · Consensus 6.5 · Topic 7.0 |
2026 |
| 58 | 7.2 |
Automated Refinement of Essay Scoring Rubrics for Language Models via Reflect-and-Revise
Conference on Computational Natural Language Learning · doi:10.18653/v1/2026.conll-main.47 Novelty 7.5 · Rigor 7.0 · Engineering 7.0 · Consensus 7.5 · Topic 8.0 |
2026 |
| 59 | 7.2 |
Operating characteristics of agreement metrics in AI-based scoring: a Monte Carlo simulation
Frontiers in Psychology · doi:10.3389/fpsyg.2026.1705653 Novelty 6.0 · Rigor 8.0 · Engineering 6.5 · Consensus 7.0 · Topic 8.0 |
2026 |
| 60 | 7.2 |
Explainable AI Isn't Enough! Rethinking Algorithmic Contestability
arXiv · doi:10.48550/arxiv.2605.16041 Novelty 8.0 · Rigor 6.0 · Engineering 5.0 · Consensus 8.0 · Topic 7.0 |
2026 |
| 61 | 7.2 |
Towards Scalable Measurement of Durable Skills
arXiv · doi:10.48550/arxiv.2609.15864 Novelty 8.0 · Rigor 7.0 · Engineering 8.0 · Consensus 5.0 · Topic 9.0 |
2026 |
| 62 | 7.2 |
Does AI Assistance Leave a Temporal Fingerprint? Detecting Overreliance in AI-Assisted Writing and Programming
arXiv · doi:10.48550/arxiv.2609.17883 Novelty 7.0 · Rigor 8.0 · Engineering 7.0 · Consensus 6.0 · Topic 9.0 |
2026 |
| 63 | 7.2 |
The Impact of LLM Self-Consistency and Reasoning Effort on Automated Scoring Accuracy and Cost
arXiv · doi:10.48550/arxiv.2604.26954 Novelty 6.0 · Rigor 7.5 · Engineering 7.0 · Consensus 7.0 · Topic 7.5 |
2026 |