Nov 21, 2022 · In this work, we introduce ReLM, a system for validating and querying LLMs using standard regular expressions. ReLM formalizes and enables a ...
Jun 5, 2023 · ReLM enables writing tests that are guaranteed to come from the set of valid strings, such as dates. Without ReLM, LLMs are free to complete ...
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In this work, we introduce ReLM, a system for validating and querying LLMs using standard regular expressions. ReLM formalizes and enables a broad range of ...
Large Language Models (LLMs) can generate both good and bad content. ○ Train once: $5+ million or more to train [1]. ○ Challenge: Find + post-process ...
ReLM. A repository building on work from "Validating Large Language Models with ReLM" (MLSys '23). ReLM is a R egular E xpression engine for L anguage M odels.
May 8, 2023 · In this work, we introduce ReLM, a system for validating and querying LLMs using standard regular expressions. ReLM formalizes and enables a ...
Jun 10, 2023 · Carnegie Mellon University researchers have unveiled ReLM, a system for validating and querying Large Language Models (LLMs) with standard ...
Nov 1, 2023 · The team's research paper, “Validating Large Language Models with ReLM,” won the Outstanding Paper Award at the MLSys Conference in May.
We propose a self-correction mechanism for Large Language Models (LLMs) to mitigate issues such as toxicity and fact hallucination. This method involves ...
Jun 10, 2023 · Validating Large Language Models with ReLM. arxiv.org · ٣٤ ١ تعليق واحد ... The paper explores the use of Large Language Models (LLMs) to model ...