@proceedings{wasp-2026-1,
    title = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.0/",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{alkan-etal-2026-overview,
    title = "Overview of the Fourth Workshop on Artificial Intelligence for Scientific Publications ({WASP} 2026)",
    author = "Alkan, Atilla Kaan  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Accomazzi, Alberto  and
      Ghosal, Tirthankar",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.1/",
    pages = "1--9",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{grezes-etal-2026-astroclimb,
    title = "{A}stro{CLIMB}: Astronomy Citation Linking from Illustrations - a Multimodal Benchmark and Overview of the {WASP} 2026 Shared Task",
    author = "Grezes, Felix  and
      Alkan, Atilla Kaan  and
      Lockhart, Kelly  and
      Accomazzi, Alberto  and
      Seefried, Ethan  and
      Ghosal, Tirthankar",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.2/",
    pages = "10--16",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{schussler-etal-2026-astronomical,
    title = "From Astronomical Circulars to Auditable Follow-up Records: Schema-Constrained {LLM} Extraction with Human Verification",
    author = {Sch{\"u}ssler, Fabian  and
      Bisero, Sofia  and
      Cellier, M.  and
      Cinosi, J.  and
      Ciric, A.  and
      Cornejo, Bernardo  and
      Jaroschewski, Ilja  and
      Alkan, Atilla Kaan  and
      Kiendrebeogo, R. Weizmann  and
      Saint-Paul, A.},
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.3/",
    pages = "17--22",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{recski-etal-2026-acl,
    title = "{ACL}-Verbatim: hallucination-free question answering for research",
    author = "Recski, G{\'a}bor  and
      T{\'o}th, Szilveszter  and
      Verdha, Nadia  and
      Boros, Istv{\'a}n  and
      Kov{\'a}cs, {\'A}d{\'a}m",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.4/",
    pages = "23--33",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{zhu-tan-2026-auditable,
    title = "Auditable Multi-View Hosted Multimodal Judging for {A}stro{CLIMB}",
    author = "Zhu, Kewen  and
      Tan, Junyuan",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.5/",
    pages = "34--37",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{lu-etal-2026-generative,
    title = "Can Generative {AI} Automate Data Extraction for Meta-Analysis? A Case Study on Intercropping Research",
    author = "Lu, Zehao  and
      Xiong, Xingguo  and
      van der Werf, Wopke  and
      van der Plas, Thijs L.  and
      Athanasiadis, Ioannis N.",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.6/",
    pages = "38--51",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{bang-etal-2026-hcmus,
    title = "{HCMUS}{\_}{B}eyonders at {A}stro{CLIMB}: Same Paper or Citing Paper? Linking Astronomy Figures with {OCR}, Citation Graphs, and {LLM}s",
    author = "Bang, My-Linh  and
      Nguyen-Lam, Phu-Quy  and
      Dao-Sy, Duy-Minh  and
      Huynh, Trung-Kiet  and
      Pham, Phu-Hoa  and
      Tran, Chi-Nguyen",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.7/",
    pages = "52--60",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{basseri-etal-2026-local,
    title = "Local Citation Recommendation Without Graph Signals",
    author = "Basseri, Benjamin  and
      Protopapas, Pavlos  and
      Zhang, Kemeng  and
      Accomazzi, Alberto  and
      Jarmak, Stephanie  and
      Kelbert, Anna",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.8/",
    pages = "61--76",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{toney-wails-etal-2026-cards,
    title = "{CARDS}: Citation-Aware Research Diffusion Summarization",
    author = "Toney-Wails, Autumn  and
      Quinn, Katherine N.  and
      Batalis, Steph",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.9/",
    pages = "77--90",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{kumar-etal-2026-bridging,
    title = "Bridging the Data Bottleneck: A Multi-Modal Generative Extraction Pipeline for Legacy Scientific Literature",
    author = "Kumar, Gaurav  and
      Bari, Anasse  and
      Nagel, David J.",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.10/",
    pages = "91--98",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{fedosov-2026-grail,
    title = "{GRAIL}: Compact Multimodal Similarities for Astronomy Citation Linking",
    author = "Fedosov, Egor",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.11/",
    pages = "99--103",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{hoque-2026-parameter,
    title = "Parameter-Efficient Adaptation of {Q}wen3-{VL} for Astronomy Citation Linking at {A}stro{CLIMB} 2026",
    author = "Hoque, Syed Mohaiminul",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.12/",
    pages = "104--111",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{zahid-etal-2026-modality,
    title = "Modality-Conditioned Ensembles and Zero-Shot Cross-Encoder Reranking for Relation Classification Between Astronomy-Paper Objects",
    author = "Zahid, M. Tahsan  and
      Farzana, Most. Atkia  and
      Sourav, Tonmoy Sarker",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.13/",
    pages = "112--121",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{pranjic-etal-2026-fusing,
    title = "Fusing Sentence-Level and Document-Level Representations for Keyphrase Extraction",
    author = "Pranji{\'c}, Marko  and
      Armeni, Kristijan  and
      Pollak, Senja",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.14/",
    pages = "122--132",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{centonze-2026-beyond,
    title = "Beyond Fluency: A Framework for Analyzing Epistemic and Argumentative Shifts in {AI}-Assisted Scientific Text Reformulation",
    author = "Centonze, Laura",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.15/",
    pages = "133--141",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{grezes-etal-2026-tracs,
    title = "{TRACS}: Telescope Reference Astronomy Categorization Dataset and Shared Task",
    author = "Grezes, Felix  and
      Lockhart, Kelly  and
      Accomazzi, Alberto  and
      Bartlett, Jennifer Lynn  and
      Seefried, Ethan  and
      Pandiri, Anjali  and
      Ghosal, Tirthankar",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.16/",
    pages = "142--153",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{ramirez-2026-public,
    title = "Public Scientific-Figure Adaptation for {A}stro{CLIMB} with a 4{B} Vision{--}Language Model",
    author = "Ram{\'i}rez, Irving Ernesto Quezada",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.17/",
    pages = "154--165",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{susemiehl-etal-2026-accelerating,
    title = "Accelerating Literature Data Extraction using {AI} at the {IPAC} Archives",
    author = "Susemiehl, Nicholas  and
      Chartab, Nima  and
      Lynn, Meca  and
      Nilsson, Ricky",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.18/",
    pages = "166--173",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{koblischke-bovy-2026-extracting,
    title = "Extracting Published Discussions of 13,616 Galaxies with Language Models",
    author = "Koblischke, Nolan  and
      Bovy, Jo",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.19/",
    pages = "174--179",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{naiman-2026-star,
    title = "Star Light, Star Bright: Can Multimodal Models Parse an Astronomy Visual Question Answering Dataset Right?",
    author = "Naiman, J. P.",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.20/",
    pages = "180--191",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{ghimire-etal-2026-psgs,
    title = "{PSGS}@2026: From Figures to Citation Graphs: {QL}o{RA} Based Multimodal Linking for {A}stro{CLIMB}",
    author = "Ghimire, Prajwal  and
      Saud, Shiv Ram  and
      Mahato, Aashish  and
      Dawadi, Sundeep  and
      Saud, Ramesh  and
      Regmi, Sunil  and
      Shakya, Manoj",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.21/",
    pages = "192--198",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{goyal-2026-towards,
    title = "Towards Verifiable Answers: Reinforcement Learning with a Verifier Reduces Hallucinated References in Literature-Based Question Answering",
    author = "Goyal, Rushank",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.22/",
    pages = "199--209",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{kumar-etal-2026-beyond,
    title = "Beyond Visual Similarity: Parameter-Efficient Vision{--}Language Models for Scientific Citation Linking on {A}stro{CLIMB}",
    author = "Kumar, Ashmani  and
      Sharma, Shubham  and
      Ramalakshmi, K S  and
      Chopra, Ankush",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.23/",
    pages = "210--215",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{mane-etal-2026-multimodal,
    title = "Multimodal Feature Integration for Pairwise Relationship Classification in Astronomy Literatures",
    author = "Mane, Raj Mahesh  and
      Kalia, Ananya  and
      Shetty, Aashna  and
      Mahajan, Rutal  and
      Pareek, Preksha",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.24/",
    pages = "216--223",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{bolucu-etal-2026-scientific,
    title = "Scientific Table Generation: Structured Information Extraction from Scientific Literature",
    author = {B{\"o}l{\"u}c{\"u}, Necva  and
      Yang, Huichen  and
      Timmer, Roelien C.  and
      Wan, Stephen  and
      Jin, Brian  and
      Lee, Changhyun  and
      Duenser, Andreas  and
      Irons, Jessica},
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.25/",
    pages = "224--246",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{rovai-2026-recovering,
    title = "Recovering Method Parameters from Protocol Prose: Task Definition, Audited Extraction, and the Comparability It Licenses",
    author = "Rovai, Fabio",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.26/",
    pages = "247--261",
    ISBN = "979-8-89176-456-9"
}
@inproceedings{maiti-chowdhury-2026-modality,
    title = "Modality-Specific and Relation-Aware Modeling for Scientific Figure Linking",
    author = "Maiti, Bodhisatta  and
      Chowdhury, Debshree",
    editor = "Accomazzi, Alberto  and
      Ghosal, Tirthankar  and
      Grezes, Felix  and
      Lockhart, Kelly  and
      Alkan, Atilla Kaan",
    booktitle = "Proceedings of the 4th Workshop on Artificial Intelligence for Scientific Publications",
    month = nov,
    year = "2026",
    address = "Hengqin, Zhuhai, China",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2026.wasp-1.27/",
    pages = "262--271",
    ISBN = "979-8-89176-456-9"
}