@proceedings{rag4reports-2026-1,
    title = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.0/",
    ISBN = "979-8-89176-417-0"
}
@inproceedings{cuconasu-etal-2026-tale,
    title = "A Tale of Trust and Accuracy: Base vs. Instruct {LLM}s in {RAG} Systems",
    author = "Cuconasu, Florin  and
      Trappolini, Giovanni  and
      Tonellotto, Nicola  and
      Silvestri, Fabrizio",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.3/",
    pages = "1--23",
    ISBN = "979-8-89176-417-0"
}
@inproceedings{dhurve-etal-2026-decompose,
    title = "Decompose, Retrieve, Cite: A {RAG} Pipeline for Structured Report Generation from Technical Documentation",
    author = "Dhurve, Himanshu  and
      Panat, Sreedath  and
      Dandekar, Rajat  and
      Dandekar, Raj",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.4/",
    pages = "24--35",
    ISBN = "979-8-89176-417-0"
}
@inproceedings{strich-etal-2026-encourage,
    title = "{E}ncou{RAG}e: Evaluating {RAG} Local, Reliable, and Efficient",
    author = "Strich, Jan  and
      Semmann, Martin  and
      Biemann, Chris",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.5/",
    pages = "36--46",
    ISBN = "979-8-89176-417-0"
}
@inproceedings{das-etal-2026-refsafe,
    title = "{REFS}af{E}: A {RAG}-Enabled Framework for Predictive Risk Analysis and Automated Safety Report Generation in Mission-Critical Environments",
    author = "Das, Sanjay  and
      Elgedawy, Ran  and
      Seefried, Ethan  and
      Burchfield, Ryan A.  and
      Wiggins, Gavin  and
      Hewit, Dana  and
      Srinivasan, Sudarshan  and
      Balaprakash, Prasanna  and
      Patton, Robert M.  and
      Thomas, Todd  and
      Ghosal, Tirthankar",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.6/",
    pages = "47--56",
    ISBN = "979-8-89176-417-0"
}
@inproceedings{das-etal-2026-orchid,
    title = "{ORCHID}: Orchestrated Retrieval-Augmented Classification of High-Risk Property with Intelligent Decision-Making",
    author = "Das, Sanjay  and
      Mahbub, Maria  and
      Lama, Vanessa  and
      Starks, Brian  and
      Polchek, Christopher  and
      Silvers, Saffell  and
      Deck, Lauren  and
      Balaprakash, Prasanna  and
      Patton, Robert M.  and
      Ghosal, Tirthankar",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.7/",
    pages = "57--64",
    ISBN = "979-8-89176-417-0"
}
@inproceedings{achkar-etal-2026-pipeline,
    title = "A Pipeline to Bootstrap the Evaluation of Retrieval-Augmented Generation for the Automation of Systematic Reviews in Computer Science",
    author = {Achkar, Pierre  and
      Gollub, Tim  and
      Simons, Arno  and
      Scells, Harrisen  and
      Fr{\"o}be, Maik  and
      Potthast, Martin},
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.8/",
    pages = "65--70",
    ISBN = "979-8-89176-417-0"
}
@inproceedings{tran-etal-2026-unh,
    title = "{UNH} @ {R}ag4{R}eports: A Broad Exploration of {LLM}-Judges for {RAG}",
    author = "Tran, Minna  and
      McCarthy, Ryan  and
      Parsons, Aiden  and
      Unzen, Jaren  and
      Dietz, Laura",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.9/",
    pages = "71--76",
    ISBN = "979-8-89176-417-0"
}
@inproceedings{dietz-yang-2026-crucible,
    title = "Crucible @ {R}ag4{R}eports: Generating Nuggets for Report Generation and Evaluation",
    author = "Dietz, Laura  and
      Yang, Eugene",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.10/",
    pages = "77--82",
    ISBN = "979-8-89176-417-0"
}
@inproceedings{yeniterzi-yeniterzi-2026-genaius,
    title = "{G}en{AI}us at {RAG}4{R}eports 2026: Citation-Aware Compression for Multilingual Report Generation",
    author = "Yeniterzi, Reyyan  and
      Yeniterzi, Suveyda",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.11/",
    pages = "83--88",
    ISBN = "979-8-89176-417-0"
}
@inproceedings{czajka-etal-2026-amu,
    title = "{AMU} at {RAG}4{R}eports 2026 Task {B}: A Practical Multilingual {RAG} Pipeline for Citation-Grounded Reports",
    author = "Czajka, Maciej  and
      Jab{\l}o{\'n}ski, Piotr  and
      Czajka, Mateusz  and
      Pierzy{\'n}ski, Konrad  and
      Jassem, Krzysztof",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.12/",
    pages = "89--93",
    ISBN = "979-8-89176-417-0"
}
@inproceedings{bajpai-etal-2026-exploring,
    title = "Exploring Capability Thresholds in Ultra-Lightweight {LLM} Judges for Nugget-Based Report Evaluation",
    author = "Bajpai, Mann  and
      Chatwal, Pulkit  and
      Deswal, Priyanshu  and
      Singh, Harish Pratap  and
      Mishra, Santosh Kumar",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.13/",
    pages = "94--98",
    ISBN = "979-8-89176-417-0"
}
@inproceedings{gupta-bedi-2026-efsg,
    title = "{EFSG}: Evidence-First Structured Generation for Multilingual {RAG} Report Generation",
    author = "Gupta, Shaurya  and
      Bedi, Jatin",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.14/",
    pages = "99--102",
    ISBN = "979-8-89176-417-0"
}
@inproceedings{kaur-etal-2026-adapting,
    title = "Adapting {A}uto{ARGUE} for Automatic Report Evaluation under Missing Citation Annotations",
    author = "Kaur, Divrose  and
      Bedi, Jatin  and
      Singh, Jasmeet",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.15/",
    pages = "103--107",
    ISBN = "979-8-89176-417-0"
}
@inproceedings{chatterjee-das-2026-ju,
    title = "{JU}-{NLP}-{PG} at {RAG}4{R}eports 2026: Memory-Efficient Multilingual Report Generation with 4-bit Quantized {LLM}s",
    author = "Chatterjee, Swayam  and
      Das, Dipankar",
    editor = "Yang, Eugene  and
      Lawrie, Dawn  and
      MacAvaney, Sean  and
      Mayfield, James  and
      Soldaini, Luca  and
      Yates, Andrew",
    booktitle = "Proceedings of the 1st Workshop on Multilingual Report Generation via Retrieval Augmented Generation ({RAG}4{R}eports 2026)",
    month = jul,
    year = "2026",
    address = "San Diego, CA, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/ingest-acl-workshops/2026.rag4reports-1.16/",
    pages = "108--112",
    ISBN = "979-8-89176-417-0"
}