Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference Article Swipe

PDF

Ziye Chen , Cheng Ding , Zusheng Zhang , Yanghui Rao , Haoran Xie ·

YOU? · · 2021 · Open Access · · DOI: https://doi.org/10.18653/v1/2021.acl-long.182

Ziye Chen, Cheng Ding, Zusheng Zhang, Yanghui Rao, Haoran Xie. Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers). 2021.

Related Topics

Gretchen Whitmer Kidnapping Plot

Computer Science

Artificial Intelligence

Computational Linguistics

Architectural Engineering

Paleontology

Mathematical Analysis

Concepts

Chen Computer science Zhàng Inference Nonparametric statistics Artificial intelligence Natural language processing Tree (set theory) Artificial neural network Computational linguistics Joint (building) Speech recognition Mathematics Statistics Geography Engineering Archaeology China Biology Architectural engineering Paleontology Mathematical analysis

Metadata

Type: article
Language: en
Landing Page: https://doi.org/10.18653/v1/2021.acl-long.182
PDF: https://aclanthology.org/2021.acl-long.182.pdf
OA Status: gold
Cited By: 19
References: 38
Related Works: 10
OpenAlex ID: https://openalex.org/W3177067286

All OpenAlex metadata

Raw OpenAlex JSON

OpenAlex ID: https://openalex.org/W3177067286

Canonical identifier for this work in OpenAlex
DOI: https://doi.org/10.18653/v1/2021.acl-long.182

Digital Object Identifier
Title: Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference

Work title
Type: article

OpenAlex work type
Language: en

Primary language
Publication year: 2021

Year of publication
Publication date: 2021-01-01

Full publication date if available
Authors: Ziye Chen, Cheng Ding, Zusheng Zhang, Yanghui Rao, Haoran Xie

List of authors in order
Landing page: https://doi.org/10.18653/v1/2021.acl-long.182

Publisher landing page
PDF URL: https://aclanthology.org/2021.acl-long.182.pdf

Direct link to full text PDF
Open access: Yes

Whether a free full text is available
OA status: gold

Open access status per OpenAlex
OA URL: https://aclanthology.org/2021.acl-long.182.pdf

Direct OA link when available
Concepts: Chen, Computer science, Zhàng, Inference, Nonparametric statistics, Artificial intelligence, Natural language processing, Tree (set theory), Artificial neural network, Computational linguistics, Joint (building), Speech recognition, Mathematics, Statistics, Geography, Engineering, Archaeology, China, Biology, Architectural engineering, Paleontology, Mathematical analysis

Top concepts (fields/topics) attached by OpenAlex
Cited by: 19

Total citation count in OpenAlex
Citations by year (recent): 2025: 5, 2024: 9, 2023: 2, 2022: 2, 2021: 1

Per-year citation counts (last 5 years)
References (count): 38

Number of works referenced by this work
Related works (count): 10

Other works algorithmically related by OpenAlex

Full payload

id	https://openalex.org/W3177067286
doi	https://doi.org/10.18653/v1/2021.acl-long.182
ids.doi	https://doi.org/10.18653/v1/2021.acl-long.182
ids.mag	3177067286
ids.openalex	https://openalex.org/W3177067286
fwci	20.08301285
type	article
title	Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference
biblio.issue
biblio.volume
biblio.last_page
biblio.first_page
topics[0].id	https://openalex.org/T13910
topics[0].field.id	https://openalex.org/fields/33
topics[0].field.display_name	Social Sciences
topics[0].score	0.991599977016449
topics[0].domain.id	https://openalex.org/domains/2
topics[0].domain.display_name	Social Sciences
topics[0].subfield.id	https://openalex.org/subfields/3300
topics[0].subfield.display_name	General Social Sciences
topics[0].display_name	Computational and Text Analysis Methods
topics[1].id	https://openalex.org/T11901
topics[1].field.id	https://openalex.org/fields/17
topics[1].field.display_name	Computer Science
topics[1].score	0.9797000288963318
topics[1].domain.id	https://openalex.org/domains/3
topics[1].domain.display_name	Physical Sciences
topics[1].subfield.id	https://openalex.org/subfields/1702
topics[1].subfield.display_name	Artificial Intelligence
topics[1].display_name	Bayesian Methods and Mixture Models
topics[2].id	https://openalex.org/T10028
topics[2].field.id	https://openalex.org/fields/17
topics[2].field.display_name	Computer Science
topics[2].score	0.978600025177002
topics[2].domain.id	https://openalex.org/domains/3
topics[2].domain.display_name	Physical Sciences
topics[2].subfield.id	https://openalex.org/subfields/1702
topics[2].subfield.display_name	Artificial Intelligence
topics[2].display_name	Topic Modeling
is_xpac	False
apc_list
apc_paid
concepts[0].id	https://openalex.org/C2776085556
concepts[0].level	2
concepts[0].score	0.6254787445068359
concepts[0].wikidata	https://www.wikidata.org/wiki/Q183361
concepts[0].display_name	Chen
concepts[1].id	https://openalex.org/C41008148
concepts[1].level	0
concepts[1].score	0.6206128597259521
concepts[1].wikidata	https://www.wikidata.org/wiki/Q21198
concepts[1].display_name	Computer science
concepts[2].id	https://openalex.org/C2777045944
concepts[2].level	3
concepts[2].score	0.6142728924751282
concepts[2].wikidata	https://www.wikidata.org/wiki/Q12170198
concepts[2].display_name	Zhàng
concepts[3].id	https://openalex.org/C2776214188
concepts[3].level	2
concepts[3].score	0.5706379413604736
concepts[3].wikidata	https://www.wikidata.org/wiki/Q408386
concepts[3].display_name	Inference
concepts[4].id	https://openalex.org/C102366305
concepts[4].level	2
concepts[4].score	0.5648550391197205
concepts[4].wikidata	https://www.wikidata.org/wiki/Q1097688
concepts[4].display_name	Nonparametric statistics
concepts[5].id	https://openalex.org/C154945302
concepts[5].level	1
concepts[5].score	0.5515954494476318
concepts[5].wikidata	https://www.wikidata.org/wiki/Q11660
concepts[5].display_name	Artificial intelligence
concepts[6].id	https://openalex.org/C204321447
concepts[6].level	1
concepts[6].score	0.5204872488975525
concepts[6].wikidata	https://www.wikidata.org/wiki/Q30642
concepts[6].display_name	Natural language processing
concepts[7].id	https://openalex.org/C113174947
concepts[7].level	2
concepts[7].score	0.5146540403366089
concepts[7].wikidata	https://www.wikidata.org/wiki/Q2859736
concepts[7].display_name	Tree (set theory)
concepts[8].id	https://openalex.org/C50644808
concepts[8].level	2
concepts[8].score	0.45334574580192566
concepts[8].wikidata	https://www.wikidata.org/wiki/Q192776
concepts[8].display_name	Artificial neural network
concepts[9].id	https://openalex.org/C155092808
concepts[9].level	2
concepts[9].score	0.4463648498058319
concepts[9].wikidata	https://www.wikidata.org/wiki/Q182557
concepts[9].display_name	Computational linguistics
concepts[10].id	https://openalex.org/C18555067
concepts[10].level	2
concepts[10].score	0.42048710584640503
concepts[10].wikidata	https://www.wikidata.org/wiki/Q8375051
concepts[10].display_name	Joint (building)
concepts[11].id	https://openalex.org/C28490314
concepts[11].level	1
concepts[11].score	0.3208343982696533
concepts[11].wikidata	https://www.wikidata.org/wiki/Q189436
concepts[11].display_name	Speech recognition
concepts[12].id	https://openalex.org/C33923547
concepts[12].level	0
concepts[12].score	0.20585128664970398
concepts[12].wikidata	https://www.wikidata.org/wiki/Q395
concepts[12].display_name	Mathematics
concepts[13].id	https://openalex.org/C105795698
concepts[13].level	1
concepts[13].score	0.17037948966026306
concepts[13].wikidata	https://www.wikidata.org/wiki/Q12483
concepts[13].display_name	Statistics
concepts[14].id	https://openalex.org/C205649164
concepts[14].level	0
concepts[14].score	0.12224110960960388
concepts[14].wikidata	https://www.wikidata.org/wiki/Q1071
concepts[14].display_name	Geography
concepts[15].id	https://openalex.org/C127413603
concepts[15].level	0
concepts[15].score	0.12138670682907104
concepts[15].wikidata	https://www.wikidata.org/wiki/Q11023
concepts[15].display_name	Engineering
concepts[16].id	https://openalex.org/C166957645
concepts[16].level	1
concepts[16].score	0.07531648874282837
concepts[16].wikidata	https://www.wikidata.org/wiki/Q23498
concepts[16].display_name	Archaeology
concepts[17].id	https://openalex.org/C191935318
concepts[17].level	2
concepts[17].score	0.07165810465812683
concepts[17].wikidata	https://www.wikidata.org/wiki/Q148
concepts[17].display_name	China
concepts[18].id	https://openalex.org/C86803240
concepts[18].level	0
concepts[18].score	0.0
concepts[18].wikidata	https://www.wikidata.org/wiki/Q420
concepts[18].display_name	Biology
concepts[19].id	https://openalex.org/C170154142
concepts[19].level	1
concepts[19].score	0.0
concepts[19].wikidata	https://www.wikidata.org/wiki/Q150737
concepts[19].display_name	Architectural engineering
concepts[20].id	https://openalex.org/C151730666
concepts[20].level	1
concepts[20].score	0.0
concepts[20].wikidata	https://www.wikidata.org/wiki/Q7205
concepts[20].display_name	Paleontology
concepts[21].id	https://openalex.org/C134306372
concepts[21].level	1
concepts[21].score	0.0
concepts[21].wikidata	https://www.wikidata.org/wiki/Q7754
concepts[21].display_name	Mathematical analysis
keywords[0].id	https://openalex.org/keywords/chen
keywords[0].score	0.6254787445068359
keywords[0].display_name	Chen
keywords[1].id	https://openalex.org/keywords/computer-science
keywords[1].score	0.6206128597259521
keywords[1].display_name	Computer science
keywords[2].id	https://openalex.org/keywords/zhàng
keywords[2].score	0.6142728924751282
keywords[2].display_name	Zhàng
keywords[3].id	https://openalex.org/keywords/inference
keywords[3].score	0.5706379413604736
keywords[3].display_name	Inference
keywords[4].id	https://openalex.org/keywords/nonparametric-statistics
keywords[4].score	0.5648550391197205
keywords[4].display_name	Nonparametric statistics
keywords[5].id	https://openalex.org/keywords/artificial-intelligence
keywords[5].score	0.5515954494476318
keywords[5].display_name	Artificial intelligence
keywords[6].id	https://openalex.org/keywords/natural-language-processing
keywords[6].score	0.5204872488975525
keywords[6].display_name	Natural language processing
keywords[7].id	https://openalex.org/keywords/tree
keywords[7].score	0.5146540403366089
keywords[7].display_name	Tree (set theory)
keywords[8].id	https://openalex.org/keywords/artificial-neural-network
keywords[8].score	0.45334574580192566
keywords[8].display_name	Artificial neural network
keywords[9].id	https://openalex.org/keywords/computational-linguistics
keywords[9].score	0.4463648498058319
keywords[9].display_name	Computational linguistics
keywords[10].id	https://openalex.org/keywords/joint
keywords[10].score	0.42048710584640503
keywords[10].display_name	Joint (building)
keywords[11].id	https://openalex.org/keywords/speech-recognition
keywords[11].score	0.3208343982696533
keywords[11].display_name	Speech recognition
keywords[12].id	https://openalex.org/keywords/mathematics
keywords[12].score	0.20585128664970398
keywords[12].display_name	Mathematics
keywords[13].id	https://openalex.org/keywords/statistics
keywords[13].score	0.17037948966026306
keywords[13].display_name	Statistics
keywords[14].id	https://openalex.org/keywords/geography
keywords[14].score	0.12224110960960388
keywords[14].display_name	Geography
keywords[15].id	https://openalex.org/keywords/engineering
keywords[15].score	0.12138670682907104
keywords[15].display_name	Engineering
keywords[16].id	https://openalex.org/keywords/archaeology
keywords[16].score	0.07531648874282837
keywords[16].display_name	Archaeology
keywords[17].id	https://openalex.org/keywords/china
keywords[17].score	0.07165810465812683
keywords[17].display_name	China
language	en
locations[0].id	doi:10.18653/v1/2021.acl-long.182
locations[0].is_oa	True
locations[0].source
locations[0].license	cc-by
locations[0].pdf_url	https://aclanthology.org/2021.acl-long.182.pdf
locations[0].version	publishedVersion
locations[0].raw_type	proceedings-article
locations[0].license_id	https://openalex.org/licenses/cc-by
locations[0].is_accepted	True
locations[0].is_published	True
locations[0].raw_source_name	Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
locations[0].landing_page_url	https://doi.org/10.18653/v1/2021.acl-long.182
indexed_in	crossref
authorships[0].author.id	https://openalex.org/A5010510572
authorships[0].author.orcid	https://orcid.org/0000-0002-1866-0803
authorships[0].author.display_name	Ziye Chen
authorships[0].countries	CN
authorships[0].affiliations[0].institution_ids	https://openalex.org/I157773358
authorships[0].affiliations[0].raw_affiliation_string	School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China
authorships[0].institutions[0].id	https://openalex.org/I157773358
authorships[0].institutions[0].ror	https://ror.org/0064kty71
authorships[0].institutions[0].type	education
authorships[0].institutions[0].lineage	https://openalex.org/I157773358
authorships[0].institutions[0].country_code	CN
authorships[0].institutions[0].display_name	Sun Yat-sen University
authorships[0].author_position	first
authorships[0].raw_author_name	Ziye Chen
authorships[0].is_corresponding	False
authorships[0].raw_affiliation_strings	School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China
authorships[1].author.id	https://openalex.org/A5087425964
authorships[1].author.orcid	https://orcid.org/0000-0002-7738-8811
authorships[1].author.display_name	Cheng Ding
authorships[1].countries	CN
authorships[1].affiliations[0].institution_ids	https://openalex.org/I157773358
authorships[1].affiliations[0].raw_affiliation_string	School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China
authorships[1].institutions[0].id	https://openalex.org/I157773358
authorships[1].institutions[0].ror	https://ror.org/0064kty71
authorships[1].institutions[0].type	education
authorships[1].institutions[0].lineage	https://openalex.org/I157773358
authorships[1].institutions[0].country_code	CN
authorships[1].institutions[0].display_name	Sun Yat-sen University
authorships[1].author_position	middle
authorships[1].raw_author_name	Cheng Ding
authorships[1].is_corresponding	False
authorships[1].raw_affiliation_strings	School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China
authorships[2].author.id	https://openalex.org/A5101930347
authorships[2].author.orcid
authorships[2].author.display_name	Zusheng Zhang
authorships[2].countries	CN
authorships[2].affiliations[0].institution_ids	https://openalex.org/I157773358
authorships[2].affiliations[0].raw_affiliation_string	School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China
authorships[2].institutions[0].id	https://openalex.org/I157773358
authorships[2].institutions[0].ror	https://ror.org/0064kty71
authorships[2].institutions[0].type	education
authorships[2].institutions[0].lineage	https://openalex.org/I157773358
authorships[2].institutions[0].country_code	CN
authorships[2].institutions[0].display_name	Sun Yat-sen University
authorships[2].author_position	middle
authorships[2].raw_author_name	Zusheng Zhang
authorships[2].is_corresponding	False
authorships[2].raw_affiliation_strings	School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China
authorships[3].author.id	https://openalex.org/A5058291454
authorships[3].author.orcid	https://orcid.org/0000-0003-1610-9599
authorships[3].author.display_name	Yanghui Rao
authorships[3].countries	CN
authorships[3].affiliations[0].institution_ids	https://openalex.org/I157773358
authorships[3].affiliations[0].raw_affiliation_string	School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China
authorships[3].institutions[0].id	https://openalex.org/I157773358
authorships[3].institutions[0].ror	https://ror.org/0064kty71
authorships[3].institutions[0].type	education
authorships[3].institutions[0].lineage	https://openalex.org/I157773358
authorships[3].institutions[0].country_code	CN
authorships[3].institutions[0].display_name	Sun Yat-sen University
authorships[3].author_position	middle
authorships[3].raw_author_name	Yanghui Rao
authorships[3].is_corresponding	False
authorships[3].raw_affiliation_strings	School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China
authorships[4].author.id	https://openalex.org/A5013151488
authorships[4].author.orcid	https://orcid.org/0000-0003-0965-3617
authorships[4].author.display_name	Haoran Xie
authorships[4].affiliations[0].raw_affiliation_string	Department of Computing and Decision Sciences, Lingnan University, Hong Kong
authorships[4].author_position	last
authorships[4].raw_author_name	Haoran Xie
authorships[4].is_corresponding	False
authorships[4].raw_affiliation_strings	Department of Computing and Decision Sciences, Lingnan University, Hong Kong
has_content.pdf	True
has_content.grobid_xml	True
is_paratext	False
open_access.is_oa	True
open_access.oa_url	https://aclanthology.org/2021.acl-long.182.pdf
open_access.oa_status	gold
open_access.any_repository_has_fulltext	False
created_date	2025-10-10T00:00:00
display_name	Tree-Structured Topic Modeling with Nonparametric Neural Variational Inference
has_fulltext	True
is_retracted	False
updated_date	2025-11-06T03:46:38.306776
primary_topic.id	https://openalex.org/T13910
primary_topic.field.id	https://openalex.org/fields/33
primary_topic.field.display_name	Social Sciences
primary_topic.score	0.991599977016449
primary_topic.domain.id	https://openalex.org/domains/2
primary_topic.domain.display_name	Social Sciences
primary_topic.subfield.id	https://openalex.org/subfields/3300
primary_topic.subfield.display_name	General Social Sciences
primary_topic.display_name	Computational and Text Analysis Methods
related_works	https://openalex.org/W3173586048, https://openalex.org/W4225106362, https://openalex.org/W3207546842, https://openalex.org/W4281569374, https://openalex.org/W2607490412, https://openalex.org/W3176693244, https://openalex.org/W2963024368, https://openalex.org/W3175863856, https://openalex.org/W2509700522, https://openalex.org/W3174119180
cited_by_count	19
counts_by_year[0].year	2025
counts_by_year[0].cited_by_count	5
counts_by_year[1].year	2024
counts_by_year[1].cited_by_count	9
counts_by_year[2].year	2023
counts_by_year[2].cited_by_count	2
counts_by_year[3].year	2022
counts_by_year[3].cited_by_count	2
counts_by_year[4].year	2021
counts_by_year[4].cited_by_count	1
locations_count	1
best_oa_location.id	doi:10.18653/v1/2021.acl-long.182
best_oa_location.is_oa	True
best_oa_location.source
best_oa_location.license	cc-by
best_oa_location.pdf_url	https://aclanthology.org/2021.acl-long.182.pdf
best_oa_location.version	publishedVersion
best_oa_location.raw_type	proceedings-article
best_oa_location.license_id	https://openalex.org/licenses/cc-by
best_oa_location.is_accepted	True
best_oa_location.is_published	True
best_oa_location.raw_source_name	Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
best_oa_location.landing_page_url	https://doi.org/10.18653/v1/2021.acl-long.182
primary_location.id	doi:10.18653/v1/2021.acl-long.182
primary_location.is_oa	True
primary_location.source
primary_location.license	cc-by
primary_location.pdf_url	https://aclanthology.org/2021.acl-long.182.pdf
primary_location.version	publishedVersion
primary_location.raw_type	proceedings-article
primary_location.license_id	https://openalex.org/licenses/cc-by
primary_location.is_accepted	True
primary_location.is_published	True
primary_location.raw_source_name	Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
primary_location.landing_page_url	https://doi.org/10.18653/v1/2021.acl-long.182
publication_date	2021-01-01
publication_year	2021
referenced_works	https://openalex.org/W2122678284, https://openalex.org/W2150286230, https://openalex.org/W2106490775, https://openalex.org/W2911250003, https://openalex.org/W2883728069, https://openalex.org/W2003899488, https://openalex.org/W2964121744, https://openalex.org/W2250533720, https://openalex.org/W1909320841, https://openalex.org/W2962897886, https://openalex.org/W1959608418, https://openalex.org/W1821462560, https://openalex.org/W1522301498, https://openalex.org/W2179316363, https://openalex.org/W3034608479, https://openalex.org/W2132827946, https://openalex.org/W3035007341, https://openalex.org/W2952576857, https://openalex.org/W1973137995, https://openalex.org/W2163199865, https://openalex.org/W2100163972, https://openalex.org/W2005564522, https://openalex.org/W2151967501, https://openalex.org/W3034735823, https://openalex.org/W3007359487, https://openalex.org/W4298222718, https://openalex.org/W1551893515, https://openalex.org/W2621133045, https://openalex.org/W582033733, https://openalex.org/W2792517315, https://openalex.org/W1880262756, https://openalex.org/W2123094878, https://openalex.org/W4231510805, https://openalex.org/W2072169887, https://openalex.org/W2144148101, https://openalex.org/W2976420234, https://openalex.org/W2962755817, https://openalex.org/W2751262944
referenced_works_count	38
abstract_inverted_index.1:	33
abstract_inverted_index.of	11, 16
abstract_inverted_index.on	28
abstract_inverted_index.and	22
abstract_inverted_index.for	19
abstract_inverted_index.the	12, 17, 23
abstract_inverted_index.11th	24
abstract_inverted_index.59th	13
abstract_inverted_index.Long	34
abstract_inverted_index.Rao,	7
abstract_inverted_index.Xie.	9
abstract_inverted_index.Ziye	0
abstract_inverted_index.2021.	36
abstract_inverted_index.Chen,	1
abstract_inverted_index.Cheng	2
abstract_inverted_index.Ding,	3
abstract_inverted_index.Joint	26
abstract_inverted_index.Annual	14
abstract_inverted_index.Haoran	8
abstract_inverted_index.Zhang,	5
abstract_inverted_index.(Volume	32
abstract_inverted_index.Meeting	15
abstract_inverted_index.Natural	29
abstract_inverted_index.Yanghui	6
abstract_inverted_index.Zusheng	4
abstract_inverted_index.Language	30
abstract_inverted_index.Papers).	35
abstract_inverted_index.Conference	27
abstract_inverted_index.Processing	31
abstract_inverted_index.Association	18
abstract_inverted_index.Linguistics	21
abstract_inverted_index.Proceedings	10
abstract_inverted_index.Computational	20
abstract_inverted_index.International	25
cited_by_percentile_year.max	99
cited_by_percentile_year.min	89
countries_distinct_count	1
institutions_distinct_count	5
sustainable_development_goals[0].id	https://metadata.un.org/sdg/4
sustainable_development_goals[0].score	0.8199999928474426
sustainable_development_goals[0].display_name	Quality Education
citation_normalized_percentile.value	0.99031477
citation_normalized_percentile.is_in_top_1_percent	True
citation_normalized_percentile.is_in_top_10_percent	True