{"id":"https://openalex.org/W7166862157","doi":"https://doi.org/10.18653/v1/2026.findings-acl.1741","title":"Thinking Like a Botanist: Challenging Multimodal Language Models with Intent Driven Chain-of-Inquiry","display_name":"Thinking Like a Botanist: Challenging Multimodal Language Models with Intent Driven Chain-of-Inquiry","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7166862157","doi":"https://doi.org/10.18653/v1/2026.findings-acl.1741"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2026.findings-acl.1741","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.1741","pdf_url":"https://aclanthology.org/2026.findings-acl.1741.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: ACL 2026","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2026.findings-acl.1741.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074548714","display_name":"Syed Nazmus Sakib","orcid":"https://orcid.org/0000-0001-5371-1517"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Syed Nazmus Sakib","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134559466","display_name":"Nafiul Haque","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nafiul Haque","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134506055","display_name":"Shahrear Bin Amin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shahrear Bin Amin","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012653643","display_name":"Hasan Muhammad Abdullah","orcid":"https://orcid.org/0000-0002-3281-7440"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hasan Muhammad Abdullah","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139802005","display_name":"Md Mehedi Hasan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Md Mehedi Hasan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086376117","display_name":"Md Arif Hossain","orcid":"https://orcid.org/0009-0003-1815-0920"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammad Zabed Hossain","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5006985725","display_name":"Shifat E. Arman","orcid":"https://orcid.org/0000-0002-3636-1444"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shifat E. Arman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.8506756,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"34862","last_page":"34892"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10181","display_name":"Natural Language Processing Techniques","score":0.1251000016927719,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.1251000016927719,"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":0.09610000252723694,"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/T10028","display_name":"Topic Modeling","score":0.09539999812841415,"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/language-model","display_name":"Language model","score":0.3255999982357025},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.3059000074863434},{"id":"https://openalex.org/keywords/chen","display_name":"Chen","score":0.302700012922287},{"id":"https://openalex.org/keywords/bin","display_name":"Bin","score":0.2962999939918518},{"id":"https://openalex.org/keywords/computational-linguistics","display_name":"Computational linguistics","score":0.29319998621940613},{"id":"https://openalex.org/keywords/language-understanding","display_name":"Language understanding","score":0.29319998621940613}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.557699978351593},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.438400000333786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43560001254081726},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4235000014305115},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.37450000643730164},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.3255999982357025},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3174000084400177},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.3059000074863434},{"id":"https://openalex.org/C2776085556","wikidata":"https://www.wikidata.org/wiki/Q183361","display_name":"Chen","level":2,"score":0.302700012922287},{"id":"https://openalex.org/C156273044","wikidata":"https://www.wikidata.org/wiki/Q4913766","display_name":"Bin","level":2,"score":0.2962999939918518},{"id":"https://openalex.org/C155092808","wikidata":"https://www.wikidata.org/wiki/Q182557","display_name":"Computational linguistics","level":2,"score":0.29319998621940613},{"id":"https://openalex.org/C2983448237","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Language understanding","level":2,"score":0.29319998621940613},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.2825999855995178},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.28139999508857727},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.2800000011920929},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.2702000141143799},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.26499998569488525},{"id":"https://openalex.org/C11693617","wikidata":"https://www.wikidata.org/wiki/Q181839","display_name":"Pragmatics","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.findings-acl.1741","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.1741","pdf_url":"https://aclanthology.org/2026.findings-acl.1741.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: ACL 2026","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.findings-acl.1741","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.findings-acl.1741","pdf_url":"https://aclanthology.org/2026.findings-acl.1741.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: ACL 2026","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8268917202949524}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7166862157.pdf","grobid_xml":"https://content.openalex.org/works/W7166862157.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Syed":[0],"Nazmus":[1],"Sakib,":[2],"Nafiul":[3],"Haque,":[4],"Shahrear":[5],"Bin":[6],"Amin,":[7],"Hasan":[8],"Muhammad":[9],"Abdullah,":[10],"Md":[11],"Mehedi":[12],"Hasan,":[13],"Mohammad":[14],"Zabed":[15],"Hossain,":[16],"Shifat":[17],"E.":[18],"Arman.":[19],"Findings":[20],"of":[21],"the":[22],"Association":[23],"for":[24],"Computational":[25],"Linguistics:":[26],"ACL":[27],"2026.":[28,29]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-07-02T00:00:00"}