Word-by-word retrieval-based prompting with GPT-4 improves morpheme-level glossing over the SIGMORPHON 2023 baseline, and a 3-best oracle beats the tuned challenge winner in five of seven languages.
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Prompt and circumstance: A word-by-word LLM prompting approach to interlinear glossing for low-resource languages
Word-by-word retrieval-based prompting with GPT-4 improves morpheme-level glossing over the SIGMORPHON 2023 baseline, and a 3-best oracle beats the tuned challenge winner in five of seven languages.