{"id":"https://openalex.org/W2971237698","doi":"https://doi.org/10.18653/v1/d19-1591","title":"What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons","display_name":"What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2971237698","doi":"https://doi.org/10.18653/v1/d19-1591","mag":"2971237698"},"language":"en","primary_location":{"id":"doi:10.18653/v1/d19-1591","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d19-1591","pdf_url":"https://www.aclweb.org/anthology/D19-1591.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.aclweb.org/anthology/D19-1591.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5110367147","display_name":"Ji Xin","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ji Xin","raw_affiliation_strings":["School of Computer Science University of Waterloo"],"affiliations":[{"raw_affiliation_string":"School of Computer Science University of Waterloo","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082997975","display_name":"Jimmy Lin","orcid":"https://orcid.org/0000-0002-0661-7189"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jimmy Lin","raw_affiliation_strings":["School of Computer Science University of Waterloo"],"affiliations":[{"raw_affiliation_string":"School of Computer Science University of Waterloo","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104247245","display_name":"Yaoliang Yu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yaoliang Yu","raw_affiliation_strings":["School of Computer Science University of Waterloo"],"affiliations":[{"raw_affiliation_string":"School of Computer Science University of Waterloo","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5110367147"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.289,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66905725,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"5822","last_page":"5829"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9631999731063843,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.790149450302124},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5789003968238831},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5425506234169006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5359141826629639},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5109159350395203},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.4645737111568451},{"id":"https://openalex.org/keywords/natural","display_name":"Natural (archaeology)","score":0.4405266046524048},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3589639961719513},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3280833959579468},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09873595833778381},{"id":"https://openalex.org/keywords/history","display_name":"History","score":0.09583690762519836},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09493252635002136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.790149450302124},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5789003968238831},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5425506234169006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5359141826629639},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5109159350395203},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.4645737111568451},{"id":"https://openalex.org/C2776608160","wikidata":"https://www.wikidata.org/wiki/Q4785462","display_name":"Natural (archaeology)","level":2,"score":0.4405266046524048},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3589639961719513},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3280833959579468},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09873595833778381},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.09583690762519836},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09493252635002136},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/d19-1591","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d19-1591","pdf_url":"https://www.aclweb.org/anthology/D19-1591.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/d19-1591","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/d19-1591","pdf_url":"https://www.aclweb.org/anthology/D19-1591.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8284766523","display_name":null,"funder_award_id":"(NSERC)","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"}],"funders":[{"id":"https://openalex.org/F4320314000","display_name":"Compute Canada","ror":"https://ror.org/03ty8yr27"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2971237698.pdf","grobid_xml":"https://content.openalex.org/works/W2971237698.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1940872118","https://openalex.org/W1951216520","https://openalex.org/W2004763266","https://openalex.org/W2144578941","https://openalex.org/W2158899491","https://openalex.org/W2160938187","https://openalex.org/W2296283641","https://openalex.org/W2560864221","https://openalex.org/W2563574619","https://openalex.org/W2606347107","https://openalex.org/W2742947407","https://openalex.org/W2806956262","https://openalex.org/W2808393080","https://openalex.org/W2919115771","https://openalex.org/W2952087486","https://openalex.org/W2952230511","https://openalex.org/W2962816513","https://openalex.org/W2962902328","https://openalex.org/W2963186636","https://openalex.org/W2963341956","https://openalex.org/W2963400886","https://openalex.org/W2963403868","https://openalex.org/W2963503967","https://openalex.org/W2963625095","https://openalex.org/W2963641259","https://openalex.org/W4385245566"],"related_works":["https://openalex.org/W1996130883","https://openalex.org/W2748574964","https://openalex.org/W2888483922","https://openalex.org/W4396737233","https://openalex.org/W4283262748","https://openalex.org/W2367747139","https://openalex.org/W4391102217","https://openalex.org/W2566187525","https://openalex.org/W2566334511","https://openalex.org/W2367150592"],"abstract_inverted_index":{"Ji":[0],"Xin,":[1],"Jimmy":[2],"Lin,":[3],"Yaoliang":[4],"Yu.":[5],"Proceedings":[6],"of":[7],"the":[8,19],"2019":[9],"Conference":[10,23],"on":[11,24],"Empirical":[12],"Methods":[13],"in":[14],"Natural":[15,25],"Language":[16,26],"Processing":[17,27],"and":[18],"9th":[20],"International":[21],"Joint":[22],"(EMNLP-IJCNLP).":[28],"2019.":[29]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}