{"id":"https://openalex.org/W7140095027","doi":"https://doi.org/10.18653/v1/2026.eacl-long.166","title":"TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models","display_name":"TRACE: A Framework for Analyzing and Enhancing Stepwise Reasoning in Vision-Language Models","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7140095027","doi":"https://doi.org/10.18653/v1/2026.eacl-long.166"},"language":null,"primary_location":{"id":"doi:10.18653/v1/2026.eacl-long.166","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-long.166","pdf_url":"https://aclanthology.org/2026.eacl-long.166.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":"Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://aclanthology.org/2026.eacl-long.166.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031621915","display_name":"Shima Imani","orcid":"https://orcid.org/0000-0001-9616-3178"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shima Imani","raw_affiliation_strings":["Meta Reality Labs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meta Reality Labs","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130361692","display_name":"Seungwhan Moon","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Seungwhan Moon","raw_affiliation_strings":["Meta Reality Labs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meta Reality Labs","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051519610","display_name":"Lambert Mathias","orcid":"https://orcid.org/0000-0002-2996-8141"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lambert Mathias","raw_affiliation_strings":["Meta Reality Labs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meta Reality Labs","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130370465","display_name":"Lu Zhang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lu Zhang","raw_affiliation_strings":["Meta Reality Labs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meta Reality Labs","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020194007","display_name":"Babak Damavandi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Babak Damavandi","raw_affiliation_strings":["Meta Reality Labs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Meta Reality Labs","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"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":0.384712,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3611","last_page":"3625"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.7215999960899353,"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"}},"topics":[{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.7215999960899353,"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/T11596","display_name":"Constraint Satisfaction and Optimization","score":0.0502999983727932,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12031","display_name":"Speech and dialogue systems","score":0.026599999517202377,"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/selection","display_name":"Selection (genetic algorithm)","score":0.2921000123023987},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.29089999198913574},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.2662999927997589},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.26269999146461487},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.25999999046325684}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5723000168800354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48539999127388},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.2921000123023987},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.29089999198913574},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.2662999927997589},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2612000107765198},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.25999999046325684},{"id":"https://openalex.org/C20162079","wikidata":"https://www.wikidata.org/wiki/Q1151406","display_name":"Case-based reasoning","level":2,"score":0.2567000091075897},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.24609999358654022}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.18653/v1/2026.eacl-long.166","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-long.166","pdf_url":"https://aclanthology.org/2026.eacl-long.166.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":"Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.18653/v1/2026.eacl-long.166","is_oa":true,"landing_page_url":"https://doi.org/10.18653/v1/2026.eacl-long.166","pdf_url":"https://aclanthology.org/2026.eacl-long.166.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":"Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7140095027.pdf","grobid_xml":"https://content.openalex.org/works/W7140095027.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Shima":[0],"Imani,":[1],"Seungwhan":[2],"Moon,":[3],"Lambert":[4],"Mathias,":[5],"Lu":[6],"Zhang,":[7],"Babak":[8],"Damavandi.":[9],"Proceedings":[10],"of":[11,15,19],"the":[12,16,20],"19th":[13],"Conference":[14],"European":[17],"Chapter":[18],"Association":[21],"for":[22],"Computational":[23],"Linguistics":[24],"(Volume":[25],"1:":[26],"Long":[27],"Papers).":[28],"2026.":[29]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2026-03-24T00:00:00"}