{"about":{"site":"https://codewithpapers.app","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.","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"},"url":"/paper/context2vec-learning-generic-context","title":"context2vec: Learning Generic Context Embedding with Bidirectional LSTM","arxiv_id":null,"date":"2016-08-01","proceeding":"CONLL 2016 8","authors":["Oren Melamud","Jacob Goldberger","Ido Dagan"],"abstract":"","url_abs":"https://aclanthology.org/K16-1006","url_pdf":"https://aclanthology.org/K16-1006.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[],"tasks":[{"task_slug":"chunking","task_name":"Chunking"},{"task_slug":"coreference-resolution","task_name":"Coreference Resolution"},{"task_slug":"named-entity-recognition-ner","task_name":"Named Entity Recognition (NER)"},{"task_slug":"semantic-role-labeling","task_name":"Semantic Role Labeling"},{"task_slug":"word-embeddings","task_name":"Word Embeddings"},{"task_slug":"word-sense-disambiguation","task_name":"Word Sense Disambiguation"},{"task_slug":"word-sense-induction","task_name":"Word Sense Induction"}],"methods":[{"method_slug":"bilstm","method_name":"BiLSTM"},{"method_slug":"lstm","method_name":"LSTM"},{"method_slug":"sigmoid-activation","method_name":"Sigmoid Activation"},{"method_slug":"tanh-activation","method_name":"Tanh Activation"},{"method_slug":"context2vec","method_name":"context2vec"}],"datasets_introduced":[],"methods_introduced":[{"slug":"context2vec","name":"context2vec","full_name":"context2vec"}],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}