Paper
Title: GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution
Source: ACL Anthology
Published: 2024
Date: 2026-04-05
Phase 1: Triage (1-2 min)
Read only the title and abstract.
Problem addressed:
Solution proposed:
Relevant to me? Yes / No / Maybe
Phase 2: Confusion Points
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Questions from abstract
Terms to clarify
Phase 3: Quick Skim (5 min)
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Key insight from figures:
Phase 4: Targeted Questions
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Phase 5: Deep Reading
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Takeaways
One-sentence summary:
Key insight:
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Tips: Keep sessions short. Skip equations on first read. Write this summary for future you.
Paper
Title: GEAR: Augmenting Language Models with Generalizable and Efficient Tool Resolution
Source: ACL Anthology
Published: 2024
Date: 2026-04-05
Phase 1: Triage (1-2 min)
Read only the title and abstract.
Problem addressed:
Solution proposed:
Relevant to me? Yes / No / Maybe
Phase 2: Confusion Points
Before reading further, note what's unclear:
Questions from abstract
Terms to clarify
Phase 3: Quick Skim (5 min)
Skip detailed content. Focus on:
Key insight from figures:
Phase 4: Targeted Questions
After skimming, what specific questions do you have?
Phase 5: Deep Reading
Jump to sections that answer your questions. Use Ctrl+F.
Answers found:
Still unclear:
Takeaways
One-sentence summary:
Key insight:
Related to:
Tips: Keep sessions short. Skip equations on first read. Write this summary for future you.