{"id":1139401,"date":"2025-05-15T16:14:04","date_gmt":"2025-05-15T23:14:04","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-research-item&#038;p=1139401"},"modified":"2025-09-08T09:54:32","modified_gmt":"2025-09-08T16:54:32","slug":"principal-type-inference-under-a-prefix","status":"publish","type":"msr-research-item","link":"https:\/\/www.microsoft.com\/en-us\/research\/publication\/principal-type-inference-under-a-prefix\/","title":{"rendered":"Principal Type Inference under a Prefix"},"content":{"rendered":"<p>At the heart of the Damas-Hindley-Milner (HM) type system lies<br \/>\nthe abstraction rule which derives a function type for a lambda expression.<br \/>\nIn this rule, the type of the parameter can be &#8220;guessed&#8221;, and can be any<br \/>\ntype that fits the derivation. The beauty of the HM system is that there always exists a most general type that<br \/>\nencompasses all possible derivations &#8212; Algorithm W is used to infer these most<br \/>\ngeneral types in practice.<\/p>\n<p>Unfortunately, this property is also the bane of the HM type rules. Many languages<br \/>\nextend HM typing with additional features which often require complex side<br \/>\nconditions to the type rules to maintain principal types. For example, various type systems for<br \/>\nimpredicative type inference, like HMF, FreezeML, or Boxy types, require<br \/>\nlet-bindings to always assign most general types. Such a restriction is difficult<br \/>\nto specify as a logical deduction rule though, as it ranges over all possible<br \/>\nderivations. Despite these complications, the actual implementations of various<br \/>\ntype inference algorithms are usually straightforward extensions of algorithm\\ W,<br \/>\nand from an implementation perspective, much of the complexity of various type<br \/>\nsystem extensions, like boxes or polymorphic weights, is in some sense<br \/>\nartificial.<\/p>\n<p>In this article we rephrase the HM type rules as _type inference under a<br \/>\nprefix_, called HMQ. HMQ is sound and complete with respect to the HM type<br \/>\nrules, but always derives principal types that correspond to the types inferred<br \/>\nby algorithm W. The HMQ type rules are close to the clarity of the declarative HM<br \/>\ntype rules, but also specific enough to &#8220;read off&#8221; an inference algorithm, and<br \/>\ncan form an excellent basis to describe type system extensions in practice.<br \/>\nWe show in particular how to describe the FreezeML and HMF systems in terms<br \/>\nof inference under a prefix, and how we no longer require complex side conditions.<br \/>\nWe also show a novel formalization of static overloading in HMQ as implemented<br \/>\nin Koka language.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>At the heart of the Damas-Hindley-Milner (HM) type system lies the abstraction rule which derives a function type for a lambda expression. In this rule, the type of the parameter can be &#8220;guessed&#8221;, and can be any type that fits the derivation. The beauty of the HM system is that there always exists a most [&hellip;]<\/p>\n","protected":false},"featured_media":0,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-author-ordering":null,"msr_publishername":"ACM","msr_publisher_other":"","msr_booktitle":"","msr_chapter":"","msr_edition":"","msr_editors":"","msr_how_published":"","msr_isbn":"","msr_issue":"","msr_journal":"","msr_number":"","msr_organization":"ACM SIGPLAN","msr_pages_string":"","msr_page_range_start":"1","msr_page_range_end":"24","msr_series":"","msr_volume":"","msr_copyright":"","msr_conference_name":"PLDI'25","msr_doi":"","msr_arxiv_id":"","msr_s2_paper_id":"","msr_mag_id":"","msr_pubmed_id":"","msr_other_authors":"","msr_other_contributors":"","msr_speaker":"","msr_award":"","msr_affiliation":"","msr_institution":"","msr_host":"","msr_version":"","msr_duration":"","msr_original_fields_of_study":"","msr_release_tracker_id":"","msr_s2_match_type":"","msr_citation_count_updated":"","msr_published_date":"2025-6-16","msr_highlight_text":"Distinguished Paper","msr_notes":"\"A Fresh Look at Static Overloading\". 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