Alice: A Large-Scale German Benchmark for Rubric-Based Multi-Dimensional Automatic Short Answer Scoring

arXiv:2610.09661 · cs.CL · Submitted 2026-10-07 · Read on arXiv

cs.CL

Submitted: 2026-10-07

Updated: 2026-10-07

Code: https://github.com/Szhifan/emnlp2026alice

Terminology

Benchmark — 32× in this paper · explained in 2 episodes
Knowledge Elements — 9× in this paper
Alignment — 8× in this paper · explained in 1 episode
Learning Performance — 8× in this paper
Embeddings — 5× in this paper · explained in 2 episodes
Ablation — 3× in this paper · explained in 1 episode
Accuracy — 3× in this paper · explained in 1 episode
Benchmarking — 3× in this paper · explained in 3 episodes
Alignment Scores — 2× in this paper · explained in 1 episode
Interpretability — 2× in this paper · explained in 15 episodes
Natural Language Inference (NLI) — 2× in this paper · explained in 2 episodes
Transformer — 2× in this paper · explained in 2 episodes
Ablation Studies — 1× in this paper · explained in 1 episode
Cognitive Load — 1× in this paper · explained in 2 episodes
Core — 1× in this paper · explained in 2 episodes
Fine-Tuning — 1× in this paper · explained in 5 episodes
Lexical Diversity — 1× in this paper · explained in 2 episodes
Loss Function — 1× in this paper · explained in 2 episodes
Prompt Engineering — 1× in this paper · explained in 4 episodes
Research Review — 1× in this paper · explained in 6 episodes
Semantic Similarity — 1× in this paper · explained in 2 episodes

Sources

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