{"id":"https://openalex.org/W4385877417","doi":"https://doi.org/10.1117/12.3004569","title":"GCN-based table-to-text generation research","display_name":"GCN-based table-to-text generation research","publication_year":2023,"publication_date":"2023-08-16","ids":{"openalex":"https://openalex.org/W4385877417","doi":"https://doi.org/10.1117/12.3004569"},"language":"en","primary_location":{"id":"doi:10.1117/12.3004569","doi":"https://doi.org/10.1117/12.3004569","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.3004569","pdf_url":null,"source":{"id":"https://openalex.org/S4306498772","display_name":"International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sixth International Conference on Advanced Electronic Materials, Computers, and Software Engineering (AEMCSE 2023)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4385877417"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100728275","display_name":"Zeyu Yang","orcid":"https://orcid.org/0000-0002-7232-5678","observed_orcids":["https://orcid.org/0000-0002-7232-5678"]},"institutions":[{"id":"https://openalex.org/I124644866","display_name":"Northwest Minzu University","ror":"https://ror.org/04cyy9943","country_code":"CN","type":"education","lineage":["https://openalex.org/I124644866"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zeyu Yang","raw_affiliation_strings":["Northwest Minzu University (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest Minzu University (China)","institution_ids":["https://openalex.org/I124644866"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070824547","display_name":"Hongzhi Yu","orcid":"https://orcid.org/0000-0001-5383-6678","observed_orcids":["https://orcid.org/0000-0001-5383-6678"]},"institutions":[{"id":"https://openalex.org/I124644866","display_name":"Northwest Minzu University","ror":"https://ror.org/04cyy9943","country_code":"CN","type":"education","lineage":["https://openalex.org/I124644866"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongzhi Yu","raw_affiliation_strings":["Northwest Minzu University (China)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwest Minzu University (China)","institution_ids":["https://openalex.org/I124644866"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I124644866"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9452999830245972,"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":0.9452999830245972,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.0340999998152256,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.0071000000461936,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/table-to-text-generation","display_name":"table-to-text generation","score":0.9990000128746033},{"id":"https://openalex.org/keywords/graph-convolutional-networks","display_name":"graph convolutional networks","score":0.8820000290870667},{"id":"https://openalex.org/keywords/text-generation","display_name":"text generation","score":0.6000000238418579}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7956528067588806},{"id":"https://openalex.org/C2985684807","wikidata":"https://www.wikidata.org/wiki/Q1513879","display_name":"Text generation","level":2,"score":0.793960452079773},{"id":"https://openalex.org/C45235069","wikidata":"https://www.wikidata.org/wiki/Q278425","display_name":"Table (database)","level":2,"score":0.7856258153915405},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.49994373321533203},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.47884273529052734},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.448591411113739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.439565509557724},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4197067320346832},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.41559702157974243},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3851427137851715},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.30560219287872314},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2536461353302002},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08396583795547485},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.3004569","doi":"https://doi.org/10.1117/12.3004569","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.3004569","pdf_url":null,"source":{"id":"https://openalex.org/S4306498772","display_name":"International Conference on Advanced Electronic Materials, Computers and Software Engineering (AEMCSE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sixth International Conference on Advanced Electronic Materials, Computers, and Software Engineering (AEMCSE 2023)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2116716943","https://openalex.org/W2130942839","https://openalex.org/W2305610840","https://openalex.org/W2519887557","https://openalex.org/W2525579820","https://openalex.org/W2948628052","https://openalex.org/W2962905474","https://openalex.org/W2989670500","https://openalex.org/W4280586943","https://openalex.org/W4386566459","https://openalex.org/W6745910440","https://openalex.org/W6889837751"],"related_works":["https://openalex.org/W4366462187","https://openalex.org/W2989670500","https://openalex.org/W4393119099","https://openalex.org/W4385573421","https://openalex.org/W4386973029","https://openalex.org/W4415004514","https://openalex.org/W6884304853","https://openalex.org/W4385573414","https://openalex.org/W4413020381","https://openalex.org/W4402671636"],"abstract_inverted_index":{"Table-to-text":[0],"generation":[1,15,67,96],"is":[2,76,82,91],"an":[3],"important":[4,48],"area":[5],"of":[6,12,22,29,35,54,65],"text":[7,38],"generation,":[8],"and":[9,26,31,57,68,87],"the":[10,20,27,33,36,52,62],"process":[11],"structured":[13],"table-to-text":[14,66,95],"faces":[16],"problems":[17],"such":[18],"as":[19,78],"\"illusion\"":[21],"over-understanding":[23],"table":[24,40],"data,":[25],"problem":[28],"selecting":[30],"ordering":[32],"content":[34],"generated":[37],"from":[39],"data.":[41],"In":[42],"this":[43],"paper,":[44],"we":[45],"present":[46],"some":[47],"model":[49],"mechanisms":[50],"in":[51],"history":[53],"its":[55,85],"development":[56,64],"a":[58,88],"new":[59,89],"outlook":[60,90],"on":[61,99],"future":[63],"possible":[69],"technical":[70],"routes.":[71],"A":[72],"two-stage":[73],"encoder-decoder":[74],"approach":[75],"analyzed":[77],"to":[79,84],"why":[80],"it":[81],"superior":[83],"predecessors,":[86],"proposed":[92],"for":[93],"implementing":[94],"tasks":[97],"based":[98],"graph":[100],"convolutional":[101],"neural":[102],"networks.":[103]},"counts_by_year":[],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2023-08-17T00:00:00"}