@proceedings{nlp4science-2024-1,
    title = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.0/",
    doi = "10.18653/v1/2024.nlp4science-1.0"
}
@inproceedings{horovicz-goldshmidt-2024-tokenshap,
    title = "{T}oken{SHAP}: Interpreting Large Language Models with {M}onte {C}arlo Shapley Value Estimation",
    author = "Horovicz, Miriam  and
      Goldshmidt, Roni",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.1/",
    doi = "10.18653/v1/2024.nlp4science-1.1",
    pages = "1--8"
}
@inproceedings{bao-liu-2024-prediction,
    title = "Prediction of {CRISPR} On-Target Effects via Deep Learning",
    author = "Bao, Condy  and
      Liu, Fuxiao",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.2/",
    doi = "10.18653/v1/2024.nlp4science-1.2",
    pages = "9--15"
}
@inproceedings{mihaylov-shtedritski-2024-elegant,
    title = "What an Elegant Bridge: Multilingual {LLM}s are Biased Similarly in Different Languages",
    author = "Mihaylov, Viktor  and
      Shtedritski, Aleksandar",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.3/",
    doi = "10.18653/v1/2024.nlp4science-1.3",
    pages = "16--23"
}
@inproceedings{abbasi-etal-2024-psycholex,
    title = "{P}sycho{L}ex: Unveiling the Psychological Mind of Large Language Models",
    author = "Abbasi, Mohammad Amin  and
      Mirnezami, Farnaz Sadat  and
      Naderi, Hassan",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.4/",
    doi = "10.18653/v1/2024.nlp4science-1.4",
    pages = "24--35"
}
@inproceedings{rezapour-etal-2024-two,
    title = "Two-Stage Graph-Augmented Summarization of Scientific Documents",
    author = "Rezapour, Rezvaneh  and
      Ge, Yubin  and
      Han, Kanyao  and
      Jeong, Ray  and
      Diesner, Jana",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.5/",
    doi = "10.18653/v1/2024.nlp4science-1.5",
    pages = "36--46"
}
@inproceedings{krishnan-ghebrehiwet-2024-gcd,
    title = "{GCD}-{TM}: Graph-Driven Community Detection for Topic Modelling in Psychiatry Texts",
    author = "Krishnan, Anusuya  and
      Ghebrehiwet, Isaias Mehari",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.6/",
    doi = "10.18653/v1/2024.nlp4science-1.6",
    pages = "47--57"
}
@inproceedings{horawalavithana-etal-2024-scitune,
    title = "{SCITUNE}: Aligning Large Language Models with Human-Curated Scientific Multimodal Instructions",
    author = "Horawalavithana, Sameera  and
      Munikoti, Sai  and
      Stewart, Ian  and
      Kvinge, Henry  and
      Pazdernik, Karl",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.7/",
    doi = "10.18653/v1/2024.nlp4science-1.7",
    pages = "58--72"
}
@inproceedings{singh-etal-2024-racer,
    title = "{RACER}: An {LLM}-powered Methodology for Scalable Analysis of Semi-structured Mental Health Interviews",
    author = "Singh, Satpreet Harcharan  and
      Jiang, Kevin  and
      Bhasin, Kanchan  and
      Sabharwal, Ashutosh  and
      Moukaddam, Nidal  and
      Patel, Ankit",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.8/",
    doi = "10.18653/v1/2024.nlp4science-1.8",
    pages = "73--98"
}
@inproceedings{berijanian-etal-2024-soft,
    title = "Soft Measures for Extracting Causal Collective Intelligence",
    author = "Berijanian, Maryam  and
      Dork, Spencer  and
      Singh, Kuldeep  and
      Millikan, Michael Riley  and
      Riggs, Ashlin  and
      Swaminathan, Aadarsh  and
      Gibbs, Sarah L.  and
      Friedman, Scott E.  and
      Brugnone, Nathan",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.9/",
    doi = "10.18653/v1/2024.nlp4science-1.9",
    pages = "99--116"
}
@inproceedings{zhou-etal-2024-hypothesis,
    title = "Hypothesis Generation with Large Language Models",
    author = "Zhou, Yangqiaoyu  and
      Liu, Haokun  and
      Srivastava, Tejes  and
      Mei, Hongyuan  and
      Tan, Chenhao",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.10/",
    doi = "10.18653/v1/2024.nlp4science-1.10",
    pages = "117--139"
}
@inproceedings{berger-etal-2024-dreaming,
    title = "Dreaming with {C}hat{GPT}: Unraveling the Challenges of {LLM}s Dream Generation",
    author = "Berger, Harel  and
      King, Hadar  and
      David, Omer",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.11/",
    doi = "10.18653/v1/2024.nlp4science-1.11",
    pages = "140--147"
}
@inproceedings{chaturvedi-2024-llms,
    title = "{LLM}s and {NLP} for Generalized Learning in {AI}-Enhanced Educational Videos and Powering Curated Videos with Generative Intelligence",
    author = "Chaturvedi, Naina",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.12/",
    doi = "10.18653/v1/2024.nlp4science-1.12",
    pages = "148--154"
}
@inproceedings{cao-etal-2024-moral,
    title = "The Moral Foundations {W}eibo Corpus",
    author = "Cao, Renjie  and
      Hu, Miaoyan  and
      Wei, Jiahan  and
      Ihnaini, Baha",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.13/",
    doi = "10.18653/v1/2024.nlp4science-1.13",
    pages = "155--165"
}
@inproceedings{kenigsbuch-shapira-2024-serious,
    title = "Why So Serious: Humor and its Association with Treatment Measurements Process and Outcome",
    author = "Kenigsbuch, Matan  and
      Shapira, Natalie",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.14/",
    doi = "10.18653/v1/2024.nlp4science-1.14",
    pages = "166--174"
}
@inproceedings{yousefi-collins-2024-learning,
    title = "Learning the Bitter Lesson: Empirical Evidence from 20 Years of {CVPR} Proceedings",
    author = "Yousefi, Mojtaba  and
      Collins, Jack",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.15/",
    doi = "10.18653/v1/2024.nlp4science-1.15",
    pages = "175--187"
}
@inproceedings{kumar-etal-2024-personalized,
    title = "Personalized-{ABA}: Personalized Treatment Plan Generation for Applied Behavior Analysis using Natural Language Processing",
    author = "Kumar, Aman  and
      Au, Mareiko  and
      Semlawat, Raj  and
      Sridhar, Malavica  and
      Gurnani, Hitesh",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.16/",
    doi = "10.18653/v1/2024.nlp4science-1.16",
    pages = "188--196"
}
@inproceedings{chai-etal-2024-exploring,
    title = "Exploring Scientific Hypothesis Generation with Mamba",
    author = "Chai, Miaosen  and
      Herron, Emily  and
      Cervantes, Erick  and
      Ghosal, Tirthankar",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.17/",
    doi = "10.18653/v1/2024.nlp4science-1.17",
    pages = "197--207"
}
@inproceedings{lama-etal-2024-benchmarking,
    title = "Benchmarking Automated Theorem Proving with Large Language Models",
    author = "Lama, Vanessa  and
      Ma, Catherine  and
      Ghosal, Tirthankar",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.18/",
    doi = "10.18653/v1/2024.nlp4science-1.18",
    pages = "208--218"
}
@inproceedings{a-beal-cohen-etal-2024-grid,
    title = "The Grid: A semi-automated tool to support expert-driven modeling",
    author = "A. Beal Cohen, Allegra  and
      Alexeeva, Maria  and
      Alcock, Keith  and
      Surdeanu, Mihai",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.19/",
    doi = "10.18653/v1/2024.nlp4science-1.19",
    pages = "219--229"
}
@inproceedings{zong-lin-2024-categorical,
    title = "Categorical Syllogisms Revisited: A Review of the Logical Reasoning Abilities of {LLM}s for Analyzing Categorical Syllogisms",
    author = "Zong, Shi  and
      Lin, Jimmy",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.20/",
    doi = "10.18653/v1/2024.nlp4science-1.20",
    pages = "230--239"
}
@inproceedings{tikhonov-etal-2024-individuation,
    title = "Individuation in Neural Models with and without Visual Grounding",
    author = "Tikhonov, Alexey  and
      Bylinina, Lisa  and
      Yamshchikov, Ivan P.",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.21/",
    doi = "10.18653/v1/2024.nlp4science-1.21",
    pages = "240--248"
}
@inproceedings{wasi-islam-2024-cogergllm,
    title = "{C}og{E}rg{LLM}: Exploring Large Language Model Systems Design Perspective Using Cognitive Ergonomics",
    author = "Wasi, Azmine Toushik  and
      Islam, Mst Rafia",
    editor = "Peled-Cohen, Lotem  and
      Calderon, Nitay  and
      Lissak, Shir  and
      Reichart, Roi",
    booktitle = "Proceedings of the 1st Workshop on NLP for Science (NLP4Science)",
    month = nov,
    year = "2024",
    address = "Miami, FL, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2024.nlp4science-1.22/",
    doi = "10.18653/v1/2024.nlp4science-1.22",
    pages = "249--258"
}