{"id":"https://openalex.org/W4389519870","doi":"https://doi.org/10.18653/v1/2023.findings-emnlp.208","title":"Can you Summarize my learnings? Towards Perspective-based Educational Dialogue Summarization","display_name":"Can you Summarize my learnings? Towards Perspective-based Educational Dialogue Summarization","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4389519870","doi":"https://doi.org/10.18653/v1/2023.findings-emnlp.208"},"language":"en","primary_location":{"id":"doi:10.18653/v1/2023.findings-emnlp.208","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2023.findings-emnlp.208","pdf_url":"https://aclanthology.org/2023.findings-emnlp.208.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":"Findings of the Association for Computational Linguistics: EMNLP 2023","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2023.findings-emnlp.208.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085682794","display_name":"Raghav Jain","orcid":null},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Raghav Jain","raw_affiliation_strings":["Dept. of CSE, Indian Institute of Technology Patna, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of CSE, Indian Institute of Technology Patna, India","institution_ids":["https://openalex.org/I132153292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052524267","display_name":"Tulika Saha","orcid":"https://orcid.org/0000-0002-3252-0997"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tulika Saha","raw_affiliation_strings":["University of Liverpool, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Liverpool, United Kingdom","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093457208","display_name":"Jhagrut Lalwani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jhagrut Lalwani","raw_affiliation_strings":["Veermata Jijabai Technological Institute, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Veermata Jijabai Technological Institute, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060797340","display_name":"Sriparna Saha","orcid":"https://orcid.org/0000-0001-5458-9381"},"institutions":[{"id":"https://openalex.org/I132153292","display_name":"Indian Institute of Technology Patna","ror":"https://ror.org/01ft5vz71","country_code":"IN","type":"education","lineage":["https://openalex.org/I132153292"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sriparna Saha","raw_affiliation_strings":["Dept. of CSE, Indian Institute of Technology Patna, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of CSE, Indian Institute of Technology Patna, India","institution_ids":["https://openalex.org/I132153292"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8158,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.79012778,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"3158","last_page":"3173"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9969000220298767,"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":0.993399977684021,"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/automatic-summarization","display_name":"Automatic summarization","score":0.9270669221878052},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7820805311203003},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.7005314230918884},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.5061349272727966},{"id":"https://openalex.org/keywords/tutor","display_name":"TUTOR","score":0.43974781036376953},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3803165555000305},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3521276116371155}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9270669221878052},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7820805311203003},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.7005314230918884},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.5061349272727966},{"id":"https://openalex.org/C2778371403","wikidata":"https://www.wikidata.org/wiki/Q7672049","display_name":"TUTOR","level":2,"score":0.43974781036376953},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3803165555000305},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3521276116371155},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2023.findings-emnlp.208","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2023.findings-emnlp.208","pdf_url":"https://aclanthology.org/2023.findings-emnlp.208.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":"Findings of the Association for Computational Linguistics: EMNLP 2023","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2023.findings-emnlp.208","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2023.findings-emnlp.208","pdf_url":"https://aclanthology.org/2023.findings-emnlp.208.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":"Findings of the Association for Computational Linguistics: EMNLP 2023","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7400000095367432,"display_name":"Quality Education"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320325255","display_name":"Ministry of Electronics and Information technology","ror":null},{"id":"https://openalex.org/F4320337380","display_name":"Division of Mathematical Sciences","ror":"https://ror.org/051fftw81"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4389519870.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W1565176583","https://openalex.org/W1686810756","https://openalex.org/W2101105183","https://openalex.org/W2110055256","https://openalex.org/W2154652894","https://openalex.org/W2194775991","https://openalex.org/W2604314403","https://openalex.org/W2903728819","https://openalex.org/W2936695845","https://openalex.org/W2952890017","https://openalex.org/W2964015378","https://openalex.org/W2988937804","https://openalex.org/W3034656488","https://openalex.org/W3034999214","https://openalex.org/W3038061735","https://openalex.org/W3045635560","https://openalex.org/W3094502228","https://openalex.org/W3098562101","https://openalex.org/W3100560913","https://openalex.org/W3116079511","https://openalex.org/W3126325682","https://openalex.org/W3138516171","https://openalex.org/W3166396011","https://openalex.org/W3176770275","https://openalex.org/W3200073155","https://openalex.org/W3204515301","https://openalex.org/W3211495814","https://openalex.org/W4224912036","https://openalex.org/W4225577454","https://openalex.org/W4284704254","https://openalex.org/W4285178525","https://openalex.org/W4285601831","https://openalex.org/W4287753648","https://openalex.org/W4287887983","https://openalex.org/W4288089799","https://openalex.org/W4296068969","https://openalex.org/W4297733535","https://openalex.org/W4304208854","https://openalex.org/W4311121803","https://openalex.org/W4312190308","https://openalex.org/W4312960894","https://openalex.org/W4327498743","https://openalex.org/W4382567310","https://openalex.org/W4383427261","https://openalex.org/W4385267186","https://openalex.org/W4386566723"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W3148229873","https://openalex.org/W2091301346","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W1517524280","https://openalex.org/W4306886878","https://openalex.org/W4323520239","https://openalex.org/W3111372071"],"abstract_inverted_index":{"The":[0],"steady":[1],"increase":[2],"in":[3,28,46,97,113],"the":[4,34,37,40,54,63,67,134,136,177,183,186,189,207],"utilization":[5],"of":[6,105,181,191,202,215],"Virtual":[7],"Tutors":[8],"(VT)":[9],"over":[10],"recent":[11],"years":[12],"has":[13],"allowed":[14],"for":[15,91],"a":[16,102,122,139,156,168,173,192],"more":[17],"efficient,":[18],"personalized,":[19],"and":[20,39,50,76,88,138,148,166,179,185],"interactive":[21],"AI-based":[22],"learning":[23,48,84,163],"experiences.":[24],"A":[25],"vital":[26],"aspect":[27],"these":[29],"educational":[30,115,128],"chatbots":[31],"is":[32,44,155],"summarizing":[33],"conversations":[35],"between":[36],"VT":[38,184],"students,":[41],"as":[42],"it":[43],"critical":[45],"consolidating":[47],"points":[49],"monitoring":[51],"progress.":[52],"However,":[53],"approach":[55],"to":[56,62,212],"summarization":[57,190],"should":[58,70,82],"be":[59],"tailored":[60],"according":[61],"perspective.":[64],"Summarization":[65,110,151],"from":[66,130,164,194],"VTs":[68],"perspective":[69],"emphasize":[71],"on":[72,94],"its":[73],"teaching":[74],"efficiency":[75],"potential":[77],"improvements.":[78,92],"Conversely,":[79],"student-oriented":[80],"summaries":[81],"distill":[83],"points,":[85],"track":[86],"progress,":[87],"suggest":[89],"scope":[90],"Based":[93],"this":[95,98,118],"hypothesis,":[96],"work,":[99],"we":[100,120,144,198],"propose":[101,145],"new":[103],"task":[104],"Multi-modal":[106],"Perspective":[107],"based":[108],"Dialogue":[109,150],"(MM-PerSumm),":[111],"demonstrated":[112],"an":[114,146],"setting.":[116],"Towards":[117],"aim,":[119],"introduce":[121],"novel":[123],"dataset,":[124],"CIMA-Summ":[125],"that":[126,171,209],"summarizes":[127],"dialogues":[129],"three":[131],"unique":[132],"perspectives:":[133],"Student,":[135],"Tutor,":[137],"Generic":[140],"viewpoint.":[141],"In":[142],"addition,":[143],"Image":[147],"Perspective-guided":[149],"(IP-Summ)":[152],"model":[153,159],"which":[154],"Seq2Seq":[157],"language":[158],"incorporating":[160],"(i)":[161],"multi-modal":[162],"images":[165],"(ii)":[167],"perspective-based":[169],"encoder":[170],"constructs":[172],"dialogue":[174,193],"graph":[175],"capturing":[176],"intentions":[178],"actions":[180],"both":[182],"student,":[187],"enabling":[188],"diverse":[195],"perspectives.":[196],"Lastly,":[197],"conduct":[199],"detailed":[200],"analyses":[201],"our":[203],"model's":[204],"performance,":[205],"highlighting":[206],"aspects":[208],"could":[210],"lead":[211],"optimal":[213],"modeling":[214],"IP-Summ.":[216]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}