A RESEARCH FIELD GUIDE
Find a tool for your next research task. Compare sources, practical limits and methods in English and Chinese.
Prioritize reading while keeping inclusion decisions and stopping rules auditable.
Move from a local transcript to human-led coding, with an explicit boundary around cloud services.
Choose a measurable task, establish a human reference set, and inspect errors before scaling up.
Public teaching materials, librarian comparisons and individual research notes.
A selection across tasks, not a performance ranking. Check each entry’s review status.
Open-source active learning for systematic-review screening; the model re-ranks records as you label them.
Python package for designing surveys and experiments that are answered by LLM “agents” with assigned personas, across many models.
Python library from the Chinese text-as-data community (textdata.cn) with Chinese sentiment dictionaries, word embeddings, dictionary expansion, semantic projection and an LLM annotation helper.
Free desktop app by a sociologist that transcribes interviews entirely on your computer with Whisper, identifies speakers, and includes an editor for corrections; about 60 languages.
Five modules move from text representations to retrieval and research agents.
A research report organizes agent evaluation around methods, real-world settings and the people doing the evaluation.