title detection improvements
Nobody has claimed this yet.
Assessment
- Difficulty
- 5/5
- Estimated time
- Over a week
- Newbie friendliness
- 35/100
- Issue type
- Feature
- Clarity
- Mostly clear
- Activity status
- Stale
- Tech stack
- jupyter-notebook
- Domain
- content
Research direction
No files, tests, or entry points are named. Start by locating the title-detection and title-proposal classification logic, then turn the listed first-line, preamble, first-sentence, prompt, and section-header examples into regression cases. Done means the proposed rules select useful titles and stop treating headings such as “Definition” or “Overview” as titles.
Written by the indexing model from the issue text.
Description
- special rule for first line
- detect preamble when no first line, drop down to "first sentence" rules (e.g. if first sentence only contains a single phrase emphasized via bold or wiki-links, use that as title)
- fall back to prompt (if prompt not long)
- quote/elaborate prompt classification
also:
/*
looks like we've got a bunch of records here where section
headers were tagged as title proposals.
"Definition","73"
"Overview","60"
"Key Concepts","47"
"Formal Definition","9"
"Core Concepts","8"
"Background","8"
"Mathematical Formulation","8"
"Fundamental Concepts","7"
Historical Context
Mathemtical Definition
Mathematical Framework
Formal Statement
Basic Concepts
Roadmap
Core Mechanisms & Doctrines
Mathematical Formalism
Key Components
Mathematical Formalization
General Setup
Key Characteristics
1. ...
Chapter 1. ...
*/
- Dominant language
- Jupyter Notebook
- Stars
- 2
- Forks
- 0
- PR merge metrics
- No merged PRs in 30d
Getting set up
- Ships a Dockerfile or Docker Compose file
- No pull request template
- No contributing guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
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