By Alastair Doggett, Senior Machine Learning Engineer Legal language rarely resolves neatly within a single sentence. Clauses can span multiple paragraphs, key obligations are scattered across sections, and nuance lives not in isolation, but in contextual accumulation. And yet, much of today’s contract AI still relies on single-sentence classification objectives. At Ontra, we decided The post Beyond the sentence: Generalizing contract understanding with span-level learning appeared first...
