Inductive Claims Extraction at Scale
cs.CL, cs.CY, cs.SI
Submitted: 2026-10-04
Updated: 2026-10-06
Sources
- Prompt Stability Scoring for Text Annotation with Large Language Models
- Large Language Model Hacking: Quantifying the Hidden Risks of Using LLMs for Text Annotation
- BERTopic: Neural topic modeling with a class-based TF-IDF procedure
- Automated Annotation with Generative AI Requires Validation
- ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning
Related papers
- Exploring Solution Divergence and Its Effect on Large Language Model Problem Solving
- Ishigaki-IDS-Bench: A Benchmark for Generating Information Delivery Specification from BIM Information Requirements
- Subliminal Steering: Stronger Encoding of Hidden Signals
- MedStruct-S: A Benchmark for Key Discovery, Key-Conditioned QA and Semi-Structured Extraction from OCR Clinical Reports
- The End of Transformers? On Challenging Attention and the Rise of Sub-Quadratic Architectures
- Untangling the Mechanisms of Misleading Context in Medical Question Answering