Sentence Specificity Scores for Collaborative Technical Documentation: A Domain-Transfer Study

arXiv:2610.01046 · cs.CL, cs.LG · Submitted 2026-10-01 · Read on arXiv

cs.CL, cs.LG

Submitted: 2026-10-01

Updated: 2026-10-01

Comments: 17 pages, 2 figures. Accepted for publication in the 2026 IEEE 12th International Conference on Collaboration and Internet Computing (CIC)

Code: https://github.com/attardi/wikiextractor

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• International Conference on Collaboration and Internet Computing — 17× in this paper
• Adaptation — 9× in this paper · explained in 1 episode
• Provenance — 8× in this paper · explained in 3 episodes
• Accuracy — 4× in this paper · explained in 1 episode
• Calibration — 4× in this paper · explained in 7 episodes
• Consistency — 3× in this paper · explained in 3 episodes
• Domain Shift — 3× in this paper · explained in 4 episodes
• Robustness — 3× in this paper · explained in 5 episodes
• Abstraction — 2× in this paper · explained in 1 episode
• Alignment — 2× in this paper · explained in 1 episode
• Benchmark — 2× in this paper · explained in 2 episodes
• Verification — 2× in this paper · explained in 2 episodes
• Adam — 1× in this paper · explained in 2 episodes
• Core — 1× in this paper · explained in 2 episodes
• Domain Adaptation — 1× in this paper · explained in 5 episodes
• Human-in-the-Loop — 1× in this paper · explained in 3 episodes
• LLM judge — 1× in this paper · explained in 2 episodes
• Multi-Agent System — 1× in this paper · explained in 5 episodes
• Perplexity — 1× in this paper · explained in 3 episodes
• Pragmatics — 1× in this paper · explained in 2 episodes
• Regularization — 1× in this paper · explained in 3 episodes
• Representation Learning — 1× in this paper · explained in 2 episodes
• Semantic Gap — 1× in this paper · explained in 2 episodes
• Steering — 1× in this paper · explained in 2 episodes
• Trace — 1× in this paper · explained in 2 episodes
• Transformer — 1× in this paper · explained in 2 episodes

Sources

• Granuscore: A Reference-Free Measure of Granularity for Text Analysis and Question Answering
• Qwen3 Technical Report

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