{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2022:RGAYVBZMU43WY7QQIQM2DOACBZ","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"585cca08088ef62da4952263172913de083e5aa76c83dba0e0932eddfdb9370b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2022-06-20T09:42:50Z","title_canon_sha256":"67fcd42939fa0f135d9dcd604901966c5460f898afa30c2f532b7dec5c70754a"},"schema_version":"1.0","source":{"id":"2206.09680","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2206.09680","created_at":"2026-07-05T04:33:09Z"},{"alias_kind":"arxiv_version","alias_value":"2206.09680v1","created_at":"2026-07-05T04:33:09Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2206.09680","created_at":"2026-07-05T04:33:09Z"},{"alias_kind":"pith_short_12","alias_value":"RGAYVBZMU43W","created_at":"2026-07-05T04:33:09Z"},{"alias_kind":"pith_short_16","alias_value":"RGAYVBZMU43WY7QQ","created_at":"2026-07-05T04:33:09Z"},{"alias_kind":"pith_short_8","alias_value":"RGAYVBZM","created_at":"2026-07-05T04:33:09Z"}],"graph_snapshots":[{"event_id":"sha256:29d2c50cd6094efe8ea2c51bf99ebfdd9b731cefa4aed3c177f14e428799792d","target":"graph","created_at":"2026-07-05T04:33:09Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2206.09680/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"User-generated content is full of misspellings. Rather than being just random noise, we hypothesise that many misspellings contain hidden semantics that can be leveraged for language understanding tasks. This paper presents a fine-grained annotated corpus of misspelling in Thai, together with an analysis of misspelling intention and its possible semantics to get a better understanding of the misspelling patterns observed in the corpus. In addition, we introduce two approaches to incorporate the semantics of misspelling: Misspelling Average Embedding (MAE) and Misspelling Semantic Tokens (MST).","authors_text":"Matthew Purver, Pakawat Nakwijit","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2022-06-20T09:42:50Z","title":"Misspelling Semantics In Thai"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2206.09680","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:a84eec0ba4c1d61141e8c59852f8f8f76f4229749419147416a7104e86bc1d20","target":"record","created_at":"2026-07-05T04:33:09Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"585cca08088ef62da4952263172913de083e5aa76c83dba0e0932eddfdb9370b","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.CL","submitted_at":"2022-06-20T09:42:50Z","title_canon_sha256":"67fcd42939fa0f135d9dcd604901966c5460f898afa30c2f532b7dec5c70754a"},"schema_version":"1.0","source":{"id":"2206.09680","kind":"arxiv","version":1}},"canonical_sha256":"89818a872ca7376c7e104419a1b8020e5c4262564459aec4100a98498f4e1a36","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"89818a872ca7376c7e104419a1b8020e5c4262564459aec4100a98498f4e1a36","first_computed_at":"2026-07-05T04:33:09.803963Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T04:33:09.803963Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"zECHR+U9iRZ49XeeMe5AQXQ05p/HpB3Xy+PkUbJLwZJSgC2hWW6qq2salABU/mUyCo6fXK3pAyjmQiINqGdQDA==","signature_status":"signed_v1","signed_at":"2026-07-05T04:33:09.804420Z","signed_message":"canonical_sha256_bytes"},"source_id":"2206.09680","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a84eec0ba4c1d61141e8c59852f8f8f76f4229749419147416a7104e86bc1d20","sha256:29d2c50cd6094efe8ea2c51bf99ebfdd9b731cefa4aed3c177f14e428799792d"],"state_sha256":"04c487c23ca0f5c9761ffd451b16eb94cde320dafdbd869d7ae3e3830c55afa1"}