EviStreams: Human-in-the-Loop AI Data Extraction for Systematic Reviews in Medicine

arXiv:2609.27418 · cs.CL · Submitted 2026-09-23 · Read on arXiv

cs.CL

Submitted: 2026-09-23

Updated: 2026-09-23

Code: https://github.com/karthik-strikes/e

Project page: https://langchain-ai.github.io/langgraph

Terminology

Ablation — 9× in this paper · explained in 1 episode
Calibration — 7× in this paper · explained in 7 episodes
Accuracy — 5× in this paper · explained in 1 episode
Human-in-the-Loop — 5× in this paper · explained in 3 episodes
Benchmark — 3× in this paper · explained in 2 episodes
Center for Integrative Global Oral Health — 2× in this paper
Grounding — 2× in this paper · explained in 3 episodes
Robustness — 2× in this paper · explained in 5 episodes
Verification — 2× in this paper · explained in 2 episodes
Actor — 1× in this paper · explained in 3 episodes
Adaptive Selection — 1× in this paper · explained in 1 episode
Annotator Agreement — 1× in this paper · explained in 1 episode
Chain-of-Thought Prompting — 1× in this paper · explained in 2 episodes
Error Taxonomy — 1× in this paper · explained in 2 episodes
Intelligence Advanced Research Projects Activity — 1× in this paper
International Conference on Learning Representations — 1× in this paper
Iterative Refinement — 1× in this paper · explained in 3 episodes
Reinforcement Learning — 1× in this paper · explained in 4 episodes
Task Decomposition — 1× in this paper · explained in 2 episodes
Trace — 1× in this paper · explained in 2 episodes

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