Refresh publication summaries and shared-task publication titles

[heruberuto]

Motivation

• Replace placeholder _TODO abstracts and notes in publication pages with concise, informative summaries so the publications list is useful to readers.
• Make shared-task outcomes more visible by adding medal/cup emojis to relevant titles and a short meta narrative about competition results.

Description

• Rewrote abstracts and notes in seven publication markdown files under src/data/blog/publications/ to provide short abstract-style summaries and project context.
• Updated titles for shared-task entries to include emojis and outcome text, specifically adding 🥇🏆 to AIC CTU@AVerImaTeC and 🏅 to FEVER/AVeriTeC entries.
• Files modified: assessing-quality-of-information-extraction.md, csfever-and-ctkfacts.md, pipeline-and-dataset-generation.md, aic-ctu-fever-8-long-context-rag.md, aic-ctu-at-averimatec.md, aic-ctu-system-at-averitec.md, and claim-extraction-for-fact-checking.md.
• Summaries were composed from repository metadata and project context when live publisher API access was unavailable, and they emphasize practical outcomes and lessons learned.

Testing

• Ran pnpm lint and it completed successfully.
• Launched the local site with pnpm dev (Astro) and captured a screenshot of the /publications/ page to validate the updated cards and titles.
• Attempted external metadata fetches (arXiv/Crossref/OpenAlex) but outbound API requests were blocked in this environment (HTTP 403), so live pulls were not used; summaries were therefore prepared from local context and metadata.

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Codex Task