{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2018:ZT6UVRPES4QL3XJCT6LLUSEVJK","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":"7508f7021d4fba3e0f2c064f95c5bb3519a5b80350c5101e8582b3747be1f68f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-09-23T18:19:46Z","title_canon_sha256":"a9228c00c98cdde6e89f02ca156abee6db9ddb6659c035cf5f489d73c57333eb"},"schema_version":"1.0","source":{"id":"1809.08652","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"1809.08652","created_at":"2026-05-18T00:05:03Z"},{"alias_kind":"arxiv_version","alias_value":"1809.08652v1","created_at":"2026-05-18T00:05:03Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1809.08652","created_at":"2026-05-18T00:05:03Z"},{"alias_kind":"pith_short_12","alias_value":"ZT6UVRPES4QL","created_at":"2026-05-18T12:33:07Z"},{"alias_kind":"pith_short_16","alias_value":"ZT6UVRPES4QL3XJC","created_at":"2026-05-18T12:33:07Z"},{"alias_kind":"pith_short_8","alias_value":"ZT6UVRPE","created_at":"2026-05-18T12:33:07Z"}],"graph_snapshots":[{"event_id":"sha256:d6cd07a779be895fbbf3fdde892328f63a0bceda7ebff790e6c4f5df69f03bb4","target":"graph","created_at":"2026-05-18T00:05:03Z","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"},"paper":{"abstract_excerpt":"In multilingual societies like the Indian subcontinent, use of code-switched languages is much popular and convenient for the users. In this paper, we study offense and abuse detection in the code-switched pair of Hindi and English (i.e. Hinglish), the pair that is the most spoken. The task is made difficult due to non-fixed grammar, vocabulary, semantics and spellings of Hinglish language. We apply transfer learning and make a LSTM based model for hate speech classification. This model surpasses the performance shown by the current best models to establish itself as the state-of-the-art in th","authors_text":"Kshitij Rajput, Ponnurangam Kumaraguru, Raghav Kapoor, Rajiv Ratn Shah, Roger Zimmermann, Yaman Kumar","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-09-23T18:19:46Z","title":"Mind Your Language: Abuse and Offense Detection for Code-Switched Languages"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1809.08652","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:a95e277d4c484ea0e525d583511d43585a6d23ff5836f393f66205d6f1962030","target":"record","created_at":"2026-05-18T00:05:03Z","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":"7508f7021d4fba3e0f2c064f95c5bb3519a5b80350c5101e8582b3747be1f68f","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2018-09-23T18:19:46Z","title_canon_sha256":"a9228c00c98cdde6e89f02ca156abee6db9ddb6659c035cf5f489d73c57333eb"},"schema_version":"1.0","source":{"id":"1809.08652","kind":"arxiv","version":1}},"canonical_sha256":"ccfd4ac5e49720bddd229f96ba48954ab26f4e601df28809c3dbf7c39d0db9fd","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"ccfd4ac5e49720bddd229f96ba48954ab26f4e601df28809c3dbf7c39d0db9fd","first_computed_at":"2026-05-18T00:05:03.892665Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-18T00:05:03.892665Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"zNMS5aK6wPTz2Lc6LkX72wwjXNRj5362MRITf/ifQ3nosC92mr5DsolH2fan5470Q9SDPJ33AbTlrg8e5ZawCA==","signature_status":"signed_v1","signed_at":"2026-05-18T00:05:03.893290Z","signed_message":"canonical_sha256_bytes"},"source_id":"1809.08652","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:a95e277d4c484ea0e525d583511d43585a6d23ff5836f393f66205d6f1962030","sha256:d6cd07a779be895fbbf3fdde892328f63a0bceda7ebff790e6c4f5df69f03bb4"],"state_sha256":"c2851bc637128f9de864ec9a4490b7a78e2f0cfaf73cc24da3461e943b045618"}