{"about":{"non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","site":"https://codewithpapers.app","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page","syntology":{"site":"https://syntology.ai","developers":"https://syntology.ai/developers","mcp":{"server":"https://syntology.ai/mcp","transport":"streamable-http","server_card":"https://syntology.ai/.well-known/mcp/server-card.json","auth":{"type":"trial token, no account","trial_token":"https://syntology.ai/api/oauth/trial/token","method":"POST","docs":"https://syntology.ai/developers"}},"have":"https://syntology.ai/api/graph/have?x=<method, arXiv id or title> (free, answers coverage only)","paper_base":"https://syntology.ai/paper/","atlas_base":"https://app.syntology.ai/?focus="},"machine_readable":[{"url":"https://codewithpapers.app/llms.txt","what":"the machine catalog: every machine-readable file, counted"},{"url":"https://codewithpapers.app/index/manifest.json","what":"paper-to-code index by arXiv id, with Syntology's counts"},{"url":"https://codewithpapers.app/search/manifest.json","what":"site search index (titles, authors) and its files"},{"url":"https://codewithpapers.app/download","what":"bulk files: Syntology's layer, described there"},{"url":"https://codewithpapers.app/build_manifest.json","what":"the build record: inputs, counts, exclusions, probes"}]},"url":"/task/cg/papers/18","list_of":"/task/cg","task":"NER","archive":{"snapshot":"2025-07-28"},"key_notes":{"n_ran_checked":"legacy name, kept unchanged so existing readers do not break: it counts the samples that ran with no instrument failure (honoured, violated, and ran with no contract checked); it does not mean a contract was checked, and the pages print it as 'K with no instrument failure', not 'K checked'","n_constructed":"a sub-count of the samples that ran, never subtracted from them and never a failure: an executed sample whose run returned an instance of its own class (fixture_out_type equals the entry name): the run built an object and did not compute a result (Syntology's RAN record, counts.constructed)"},"syntology_read_at":"2026-09-28T10:30:06+00:00","order":"archive","order_definition":"repositories listed in the archive (most first), then date (newest first), then slug","page":18,"pages_in_order":18,"rows_per_page":100,"rows":[1701,1729],"of":1729,"counts":{"archive_papers_tagged":1729,"with_a_code_link":665,"where_syntology_ran_a_sample":70,"not_listed_spam_title":0,"listed":1729,"listed_where_code_ran":70,"where_syntology_ran_a_sample_split":{"with_a_run_with_no_instrument_failure":61,"every_run_a_failure_of_syntologys_instrument":9,"listed_with_a_run_with_no_instrument_failure":61,"listed_every_run_a_failure_of_syntologys_instrument":9,"filter":{"states":["a run with no instrument failure","any run, instrument failures included"],"default":"a run with no instrument failure","note":"on the 'only where code ran' pages the default hides, in the browser, the rows where every run was a failure of Syntology's instrument; the second state shows them again. Rows are hidden, never re-ordered; these twins list every row"}},"definition":"distinct papers the archive tags; 'where Syntology ran a sample' counts papers with at least one harvested sample that ran, which is not a correctness claim"},"first_page":"/task/cg","prev":"/task/cg/papers/17","next":null,"papers":[{"url":null,"slug":"the-unreasonable-effectiveness-of-word","title":"The Unreasonable Effectiveness of Word Representations for Twitter Named Entity Recognition","date":"2015-05-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"learning-dictionaries-for-named-entity","title":"Learning Dictionaries for Named Entity Recognition using Minimal Supervision","date":"2015-04-24","arxiv_id":"1504.06650","repositories_listed":0,"syntology":null},{"url":null,"slug":"big-data-small-data-in-domain-out-of-domain-1","title":"Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representation on Sequence Labelling Tasks","date":"2015-04-21","arxiv_id":"1504.05319","repositories_listed":0,"syntology":null},{"url":null,"slug":"combining-minimally-supervised-methods-for","title":"Combining Minimally-supervised Methods for Arabic Named Entity Recognition","date":"2015-01-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"a-multi-strategy-approach-for-location-mining","title":"A Multi-Strategy Approach for Location Mining in Tweets: AUT NLP Group Entry for ALTA-2014 Shared Task","date":"2014-11-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":"/paper/polyglot-ner-massive-multilingual-named","slug":"polyglot-ner-massive-multilingual-named","title":"POLYGLOT-NER: Massive Multilingual Named Entity Recognition","date":"2014-10-14","arxiv_id":"1410.3791","repositories_listed":0,"syntology":null},{"url":null,"slug":"type-aware-distantly-supervised-relation","title":"Type-Aware Distantly Supervised Relation Extraction with Linked Arguments","date":"2014-10-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"crf-based-named-entity-recognition-icon-2013","title":"CRF-based Named Entity Recognition @ICON 2013","date":"2014-09-29","arxiv_id":"1409.8008","repositories_listed":0,"syntology":null},{"url":null,"slug":"targetable-named-entity-recognition-in-social","title":"Targetable Named Entity Recognition in Social Media","date":"2014-08-04","arxiv_id":"1408.0782","repositories_listed":0,"syntology":null},{"url":null,"slug":"translation-cant-change-a-name-using","title":"\"Translation can't change a name\": Using Multilingual Data for Named Entity Recognition","date":"2014-05-04","arxiv_id":"1405.0701","repositories_listed":0,"syntology":null},{"url":null,"slug":"coreference-resolution-for-latvian","title":"Coreference Resolution for Latvian","date":"2014-05-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"crowdsourcing-and-annotating-ner-for-twitter","title":"Crowdsourcing and annotating NER for Twitter \\#drift","date":"2014-05-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"hfst-swener-a-new-ner-resource-for-swedish","title":"HFST-SweNER --- A New NER Resource for Swedish","date":"2014-05-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"named-entity-corpus-construction-using","title":"Named Entity Corpus Construction using Wikipedia and DBpedia Ontology","date":"2014-05-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"named-entity-recognition-on-turkish-tweets","title":"Named Entity Recognition on Turkish Tweets","date":"2014-05-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"nosta-d-named-entity-annotation-for-german","title":"NoSta-D Named Entity Annotation for German: Guidelines and Dataset","date":"2014-05-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"simple-effective-microblog-named-entity","title":"Simple Effective Microblog Named Entity Recognition: Arabic as an Example","date":"2014-05-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"lexicon-infused-phrase-embeddings-for-named","title":"Lexicon Infused Phrase Embeddings for Named Entity Resolution","date":"2014-04-22","arxiv_id":"1404.5367","repositories_listed":0,"syntology":null},{"url":null,"slug":"cross-lingual-projected-expectation","title":"Cross-lingual Projected Expectation Regularization for Weakly Supervised Learning","date":"2014-01-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"word-emdeddings-through-hellinger-pca","title":"Word Emdeddings through Hellinger PCA","date":"2013-12-19","arxiv_id":"1312.5542","repositories_listed":0,"syntology":null},{"url":null,"slug":"impact-of-corpus-diversity-and-complexity-on","title":"Impact of Corpus Diversity and Complexity on NER Performance","date":"2013-12-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"cross-lingual-pseudo-projected-expectation","title":"Cross-lingual Pseudo-Projected Expectation Regularization for Weakly Supervised Learning","date":"2013-10-06","arxiv_id":"1310.1597","repositories_listed":0,"syntology":null},{"url":null,"slug":"dgt-tm-a-freely-available-translation-memory","title":"DGT-TM: A freely Available Translation Memory in 22 Languages","date":"2013-09-20","arxiv_id":"1309.5226","repositories_listed":0,"syntology":null},{"url":null,"slug":"focused-training-sets-to-reduce-noise-in-ner","title":"Focused training sets to reduce noise in NER feature models","date":"2013-06-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"wbi-ner-the-impact-of-domain-specific","title":"WBI-NER: The impact of domain-specific features on the performance of identifying and classifying mentions of drugs","date":"2013-06-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"tamil-ner-coping-with-real-time-challenges","title":"Tamil NER - Coping with Real Time Challenges","date":"2012-12-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"an-adaptive-framework-for-named-entity","title":"An Adaptive Framework for Named Entity Combination","date":"2012-05-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":null,"slug":"multi-view-learning-of-word-embeddings-via","title":"Multi-View Learning of Word Embeddings via CCA","date":"2011-12-01","arxiv_id":null,"repositories_listed":0,"syntology":null},{"url":"/paper/harem-the-first-evaluation-contest-for-named","slug":"harem-the-first-evaluation-contest-for-named","title":"HAREM: the first evaluation contest for Named Entity Recognition in Portuguese","date":"2006-02-24","arxiv_id":null,"repositories_listed":0,"syntology":null}],"record_sha256":"08cfe59265857899e637379c52f34eb720426e449d1d84a81f6f73c0d2afbbee","record_changed_at":"2026-09-28","record_changed_at_basis":"first_hashed"}