Build a paper reading queue (Recipe 87)
Find and synthesize relevant literature efficiently.
4 steps45 min
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Tools You'll Need
Steps
1
Query design
Prompts:
Query design
Create 6 search queries for 'speech emotion recognition' focused on helpline/telephone audio and real-world noise; include dataset keywords and evaluation terms.
2
Triage rubric
Prompts:
Triage rubric
Design a 5-criterion triage rubric (dataset realism, labels, model type, metrics, reproducibility) and explain how to score papers quickly.
3
Synthesize related work
Prompts:
Synthesize related work
Write a 220-word related-work paragraph on wavelet-based speech modeling and emotion recognition, keeping it high-level and neutral (no claiming novelty).
4
Citation hygiene
Prompts:
Citation hygiene
Create a checklist to avoid citation mistakes: primary source, versioning (arXiv v#), dataset licenses, and proper attribution.