HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations

Name: Work Video:
Duration: 3 min 30 s
Description: Jia-Chen Gu, Chao-Hong Tan, Chongyang Tao, Zhen-Hua Ling, Huang Hu, Xiubo Geng, Daxin Jiang. Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2022.
Jia-Chen Gu; Chao-Hong Tan; Chongyang Tao; Zhen-Hua Ling; Huang Hu; Xiubo Geng; Daxin Jiang
{'id': 'https://openalex.org/W4285290300', 'doi': 'https://doi.org/10.18653/v1/2022.acl-long.349', 'title': 'HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations', 'display_name': 'HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversations', 'publication_year': 2022, 'publication_date': '2022-01-01', 'ids': {'openalex': 'https://openalex.org/W4285290300', 'doi': 'https://doi.org/10.18653/v1/2022.acl-long.349'}, 'language': 'en', 'primary_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.18653/v1/2022.acl-long.349', 'pdf_url': 'https://aclanthology.org/2022.acl-long.349.pdf', 'source': {'id': 'https://openalex.org/S4363608652', 'display_name': 'Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)', 'issn_l': None, 'issn': None, 'is_oa': False, 'is_in_doaj': False, 'is_core': False, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'conference'}, 'license': 'cc-by', 'license_id': 'https://openalex.org/licenses/cc-by', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'type': 'article', 'type_crossref': 'proceedings-article', 'indexed_in': ['crossref'], 'open_access': {'is_oa': True, 'oa_status': 'hybrid', 'oa_url': 'https://aclanthology.org/2022.acl-long.349.pdf', 'any_repository_has_fulltext': True}, 'authorships': [{'author_position': 'first', 'author': {'id': 'https://openalex.org/A5005572782', 'display_name': 'Jia-Chen Gu', 'orcid': 'https://orcid.org/0000-0002-8801-1438'}, 'institutions': [{'id': 'https://openalex.org/I126520041', 'display_name': 'University of Science and Technology of China', 'ror': 'https://ror.org/04c4dkn09', 'country_code': 'CN', 'type': 'education', 'lineage': ['https://openalex.org/I126520041', 'https://openalex.org/I19820366']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'Jia-Chen Gu', 'raw_affiliation_strings': ['National Engineering Research Center for Speech and Language Information Processing, University of Science and Technology of China, Hefei, China'], 'affiliations': [{'raw_affiliation_string': 'National Engineering Research Center for Speech and Language Information Processing, University of Science and Technology of China, Hefei, China', 'institution_ids': ['https://openalex.org/I126520041']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5024515293', 'display_name': 'Chao-Hong Tan', 'orcid': None}, 'institutions': [{'id': 'https://openalex.org/I126520041', 'display_name': 'University of Science and Technology of China', 'ror': 'https://ror.org/04c4dkn09', 'country_code': 'CN', 'type': 'education', 'lineage': ['https://openalex.org/I126520041', 'https://openalex.org/I19820366']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'Chao-Hong Tan', 'raw_affiliation_strings': ['National Engineering Research Center for Speech and Language Information Processing, University of Science and Technology of China, Hefei, China'], 'affiliations': [{'raw_affiliation_string': 'National Engineering Research Center for Speech and Language Information Processing, University of Science and Technology of China, Hefei, China', 'institution_ids': ['https://openalex.org/I126520041']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5073065834', 'display_name': 'Chongyang Tao', 'orcid': 'https://orcid.org/0000-0002-4162-2119'}, 'institutions': [{'id': 'https://openalex.org/I4210113369', 'display_name': 'Microsoft Research Asia (China)', 'ror': 'https://ror.org/0300m5276', 'country_code': 'CN', 'type': 'company', 'lineage': ['https://openalex.org/I1290206253', 'https://openalex.org/I4210113369']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'Chongyang Tao', 'raw_affiliation_strings': ['Microsoft, Beijing, China'], 'affiliations': [{'raw_affiliation_string': 'Microsoft, Beijing, China', 'institution_ids': ['https://openalex.org/I4210113369']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5059767940', 'display_name': 'Zhen-Hua Ling', 'orcid': 'https://orcid.org/0000-0001-7853-5273'}, 'institutions': [{'id': 'https://openalex.org/I126520041', 'display_name': 'University of Science and Technology of China', 'ror': 'https://ror.org/04c4dkn09', 'country_code': 'CN', 'type': 'education', 'lineage': ['https://openalex.org/I126520041', 'https://openalex.org/I19820366']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'Zhen-Hua Ling', 'raw_affiliation_strings': ['National Engineering Research Center for Speech and Language Information Processing, University of Science and Technology of China, Hefei, China'], 'affiliations': [{'raw_affiliation_string': 'National Engineering Research Center for Speech and Language Information Processing, University of Science and Technology of China, Hefei, China', 'institution_ids': ['https://openalex.org/I126520041']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5057025393', 'display_name': 'Huang Hu', 'orcid': 'https://orcid.org/0000-0003-2843-0320'}, 'institutions': [{'id': 'https://openalex.org/I4210113369', 'display_name': 'Microsoft Research Asia (China)', 'ror': 'https://ror.org/0300m5276', 'country_code': 'CN', 'type': 'company', 'lineage': ['https://openalex.org/I1290206253', 'https://openalex.org/I4210113369']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'Huang Hu', 'raw_affiliation_strings': ['Microsoft, Beijing, China'], 'affiliations': [{'raw_affiliation_string': 'Microsoft, Beijing, China', 'institution_ids': ['https://openalex.org/I4210113369']}]}, {'author_position': 'middle', 'author': {'id': 'https://openalex.org/A5084564357', 'display_name': 'Xiubo Geng', 'orcid': 'https://orcid.org/0000-0001-6477-7933'}, 'institutions': [{'id': 'https://openalex.org/I4210113369', 'display_name': 'Microsoft Research Asia (China)', 'ror': 'https://ror.org/0300m5276', 'country_code': 'CN', 'type': 'company', 'lineage': ['https://openalex.org/I1290206253', 'https://openalex.org/I4210113369']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'Xiubo Geng', 'raw_affiliation_strings': ['Microsoft, Beijing, China'], 'affiliations': [{'raw_affiliation_string': 'Microsoft, Beijing, China', 'institution_ids': ['https://openalex.org/I4210113369']}]}, {'author_position': 'last', 'author': {'id': 'https://openalex.org/A5060116992', 'display_name': 'Daxin Jiang', 'orcid': 'https://orcid.org/0000-0002-6657-5806'}, 'institutions': [{'id': 'https://openalex.org/I4210113369', 'display_name': 'Microsoft Research Asia (China)', 'ror': 'https://ror.org/0300m5276', 'country_code': 'CN', 'type': 'company', 'lineage': ['https://openalex.org/I1290206253', 'https://openalex.org/I4210113369']}], 'countries': ['CN'], 'is_corresponding': False, 'raw_author_name': 'Daxin Jiang', 'raw_affiliation_strings': ['Microsoft, Beijing, China'], 'affiliations': [{'raw_affiliation_string': 'Microsoft, Beijing, China', 'institution_ids': ['https://openalex.org/I4210113369']}]}], 'institution_assertions': [], 'countries_distinct_count': 1, 'institutions_distinct_count': 2, 'corresponding_author_ids': [], 'corresponding_institution_ids': [], 'apc_list': None, 'apc_paid': None, 'fwci': 3.212, 'has_fulltext': True, 'fulltext_origin': 'pdf', 'cited_by_count': 20, 'citation_normalized_percentile': {'value': 0.999875, 'is_in_top_1_percent': True, 'is_in_top_10_percent': True}, 'cited_by_percentile_year': {'min': 96, 'max': 97}, 'biblio': {'volume': None, 'issue': None, 'first_page': None, 'last_page': None}, 'is_retracted': False, 'is_paratext': False, 'primary_topic': {'id': 'https://openalex.org/T10028', 'display_name': 'Topic Modeling', 'score': 0.8836, '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': 0.8836, '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/T13083', 'display_name': 'Advanced Text Analysis Techniques', 'score': 0.7597, '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/chen', 'display_name': 'Chen', 'score': 0.7939974}, {'id': 'https://openalex.org/keywords/association', 'display_name': 'Association (psychology)', 'score': 0.4616069}], 'concepts': [{'id': 'https://openalex.org/C2776085556', 'wikidata': 'https://www.wikidata.org/wiki/Q183361', 'display_name': 'Chen', 'level': 2, 'score': 0.7939974}, {'id': 'https://openalex.org/C50644808', 'wikidata': 'https://www.wikidata.org/wiki/Q192776', 'display_name': 'Artificial neural network', 'level': 2, 'score': 0.592245}, {'id': 'https://openalex.org/C41008148', 'wikidata': 'https://www.wikidata.org/wiki/Q21198', 'display_name': 'Computer science', 'level': 0, 'score': 0.54710376}, {'id': 'https://openalex.org/C142853389', 'wikidata': 'https://www.wikidata.org/wiki/Q744778', 'display_name': 'Association (psychology)', 'level': 2, 'score': 0.4616069}, {'id': 'https://openalex.org/C88230418', 'wikidata': 'https://www.wikidata.org/wiki/Q131476', 'display_name': 'Graph theory', 'level': 2, 'score': 0.46085092}, {'id': 'https://openalex.org/C132525143', 'wikidata': 'https://www.wikidata.org/wiki/Q141488', 'display_name': 'Graph', 'level': 2, 'score': 0.45607498}, {'id': 'https://openalex.org/C154945302', 'wikidata': 'https://www.wikidata.org/wiki/Q11660', 'display_name': 'Artificial intelligence', 'level': 1, 'score': 0.43465462}, {'id': 'https://openalex.org/C204321447', 'wikidata': 'https://www.wikidata.org/wiki/Q30642', 'display_name': 'Natural language processing', 'level': 1, 'score': 0.3940263}, {'id': 'https://openalex.org/C41895202', 'wikidata': 'https://www.wikidata.org/wiki/Q8162', 'display_name': 'Linguistics', 'level': 1, 'score': 0.3225389}, {'id': 'https://openalex.org/C80444323', 'wikidata': 'https://www.wikidata.org/wiki/Q2878974', 'display_name': 'Theoretical computer science', 'level': 1, 'score': 0.2074219}, {'id': 'https://openalex.org/C33923547', 'wikidata': 'https://www.wikidata.org/wiki/Q395', 'display_name': 'Mathematics', 'level': 0, 'score': 0.17728627}, {'id': 'https://openalex.org/C138885662', 'wikidata': 'https://www.wikidata.org/wiki/Q5891', 'display_name': 'Philosophy', 'level': 0, 'score': 0.15326676}, {'id': 'https://openalex.org/C114614502', 'wikidata': 'https://www.wikidata.org/wiki/Q76592', 'display_name': 'Combinatorics', 'level': 1, 'score': 0.110987365}, {'id': 'https://openalex.org/C111472728', 'wikidata': 'https://www.wikidata.org/wiki/Q9471', 'display_name': 'Epistemology', 'level': 1, 'score': 0.104614645}, {'id': 'https://openalex.org/C151730666', 'wikidata': 'https://www.wikidata.org/wiki/Q7205', 'display_name': 'Paleontology', 'level': 1, 'score': 0.0}, {'id': 'https://openalex.org/C86803240', 'wikidata': 'https://www.wikidata.org/wiki/Q420', 'display_name': 'Biology', 'level': 0, 'score': 0.0}], 'mesh': [], 'locations_count': 2, 'locations': [{'is_oa': True, 'landing_page_url': 'https://doi.org/10.18653/v1/2022.acl-long.349', 'pdf_url': 'https://aclanthology.org/2022.acl-long.349.pdf', 'source': {'id': 'https://openalex.org/S4363608652', 'display_name': 'Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)', 'issn_l': None, 'issn': None, 'is_oa': False, 'is_in_doaj': False, 'is_core': False, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'conference'}, 'license': 'cc-by', 'license_id': 'https://openalex.org/licenses/cc-by', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, {'is_oa': True, 'landing_page_url': 'https://arxiv.org/abs/2203.08500', 'pdf_url': 'https://arxiv.org/pdf/2203.08500', 'source': {'id': 'https://openalex.org/S4306400194', 'display_name': 'arXiv (Cornell University)', 'issn_l': None, 'issn': None, 'is_oa': True, 'is_in_doaj': False, 'is_core': False, 'host_organization': 'https://openalex.org/I205783295', 'host_organization_name': 'Cornell University', 'host_organization_lineage': ['https://openalex.org/I205783295'], 'host_organization_lineage_names': ['Cornell University'], 'type': 'repository'}, 'license': None, 'license_id': None, 'version': 'submittedVersion', 'is_accepted': False, 'is_published': False}], 'best_oa_location': {'is_oa': True, 'landing_page_url': 'https://doi.org/10.18653/v1/2022.acl-long.349', 'pdf_url': 'https://aclanthology.org/2022.acl-long.349.pdf', 'source': {'id': 'https://openalex.org/S4363608652', 'display_name': 'Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)', 'issn_l': None, 'issn': None, 'is_oa': False, 'is_in_doaj': False, 'is_core': False, 'host_organization': None, 'host_organization_name': None, 'host_organization_lineage': [], 'host_organization_lineage_names': [], 'type': 'conference'}, 'license': 'cc-by', 'license_id': 'https://openalex.org/licenses/cc-by', 'version': 'publishedVersion', 'is_accepted': True, 'is_published': True}, 'sustainable_development_goals': [{'display_name': 'Quality education', 'score': 0.81, 'id': 'https://metadata.un.org/sdg/4'}], 'grants': [], 'datasets': [], 'versions': [], 'referenced_works_count': 44, 'referenced_works': ['https://openalex.org/W1889081078', 'https://openalex.org/W1975563293', 'https://openalex.org/W1975879668', 'https://openalex.org/W2098711168', 'https://openalex.org/W2130942839', 'https://openalex.org/W2133564696', 'https://openalex.org/W2194775991', 'https://openalex.org/W2561158378', 'https://openalex.org/W2604314403', 'https://openalex.org/W2756320212', 'https://openalex.org/W2792106437', 'https://openalex.org/W2798456655', 'https://openalex.org/W2891416139', 'https://openalex.org/W2908331278', 'https://openalex.org/W2908510526', 'https://openalex.org/W2911286998', 'https://openalex.org/W2951682790', 'https://openalex.org/W2952813980', 'https://openalex.org/W2962854379', 'https://openalex.org/W2962883855', 'https://openalex.org/W2963341956', 'https://openalex.org/W2963520511', 'https://openalex.org/W2963797754', 'https://openalex.org/W2963963856', 'https://openalex.org/W2964015378', 'https://openalex.org/W2965857891', 'https://openalex.org/W2966126777', 'https://openalex.org/W2970066309', 'https://openalex.org/W2970185413', 'https://openalex.org/W2970398671', 'https://openalex.org/W2971277071', 'https://openalex.org/W2979826702', 'https://openalex.org/W2988937804', 'https://openalex.org/W2991646573', 'https://openalex.org/W2998563994', 'https://openalex.org/W3012871709', 'https://openalex.org/W3034353423', 'https://openalex.org/W3034999214', 'https://openalex.org/W3035702572', 'https://openalex.org/W3094612274', 'https://openalex.org/W3102606416', 'https://openalex.org/W3177271673', 'https://openalex.org/W4285723986', 'https://openalex.org/W4385245566'], 'related_works': ['https://openalex.org/W2891436901', 'https://openalex.org/W2390434941', 'https://openalex.org/W2388837937', 'https://openalex.org/W2386975637', 'https://openalex.org/W2385344059', 'https://openalex.org/W2385339070', 'https://openalex.org/W2370310922', 'https://openalex.org/W2357840119', 'https://openalex.org/W2351657747', 'https://openalex.org/W2087355708'], 'abstract_inverted_index': {'Jia-Chen': [0], 'Gu,': [1], 'Chao-Hong': [2], 'Tan,': [3], 'Chongyang': [4], 'Tao,': [5], 'Zhen-Hua': [6], 'Ling,': [7], 'Huang': [8], 'Hu,': [9], 'Xiubo': [10], 'Geng,': [11], 'Daxin': [12], 'Jiang.': [13], 'Proceedings': [14], 'of': [15, 20], 'the': [16, 21], '60th': [17], 'Annual': [18], 'Meeting': [19], 'Association': [22], 'for': [23], 'Computational': [24], 'Linguistics': [25], '(Volume': [26], '1:': [27], 'Long': [28], 'Papers).': [29], '2022.': [30]}, 'cited_by_api_url': 'https://api.openalex.org/works?filter=cites:W4285290300', 'counts_by_year': [{'year': 2024, 'cited_by_count': 5}, {'year': 2023, 'cited_by_count': 12}, {'year': 2022, 'cited_by_count': 1}], 'updated_date': '2024-12-10T04:34:36.940731', 'created_date': '2022-07-14'}
Publication Information

Basic Information

Access and Citation

AI Researcher Chatbot

Primary Location

Authors

Topics

Keywords

Related Works
