Use The Future of AI bundle to learn about the latest ReALM research. Here's the tl;dr: ReALM outperforms the non-LLM MARRS baseline and the larger GPT-3.5 across all datasets. Its performance is comparable to GPT-4, with some advantages on domain-specific queries and the ability to effectively leverage increased model capacity. ReALM's novel textual encoding approach enables strong performance on challenging on-screen reference resolution.
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