Abstract: Traditional feedback learning for hallucination reduction relies on labor-intensive manual labeling or expensive proprietary models. This leaves the community without foundational knowledge ...

openbench provides standardized, reproducible benchmarking for LLMs across 30+ evaluation suites (and growing) spanning knowledge, math, reasoning, coding, science, reading comprehension, health, long ...

Abstract: To ensure the software quality, testing methods aim at both targets of achieving high code coverage and error detection capability. Among various testing ...