Proceedings of the 1st Workshop on NLP for Science (NLP4Science)

Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor 2024-11 Association for Computational Linguistics Miami, FL, USA text conference publication nlp4science-2024-1 10.18653/v1/2024.nlp4science-1.0 https://aclanthology.org/2024.nlp4science-1.0/ TokenSHAP: Interpreting Large Language Models with Monte Carlo Shapley Value Estimation Miriam Horovicz author Roni Goldshmidt author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication horovicz-goldshmidt-2024-tokenshap 10.18653/v1/2024.nlp4science-1.1 https://aclanthology.org/2024.nlp4science-1.1/ 2024-11 1 8 Prediction of CRISPR On-Target Effects via Deep Learning Condy Bao author Fuxiao Liu author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication bao-liu-2024-prediction 10.18653/v1/2024.nlp4science-1.2 https://aclanthology.org/2024.nlp4science-1.2/ 2024-11 9 15 What an Elegant Bridge: Multilingual LLMs are Biased Similarly in Different Languages Viktor Mihaylov author Aleksandar Shtedritski author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication mihaylov-shtedritski-2024-elegant 10.18653/v1/2024.nlp4science-1.3 https://aclanthology.org/2024.nlp4science-1.3/ 2024-11 16 23 PsychoLex: Unveiling the Psychological Mind of Large Language Models Mohammad Amin Abbasi author Farnaz Sadat Mirnezami author Hassan Naderi author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication abbasi-etal-2024-psycholex 10.18653/v1/2024.nlp4science-1.4 https://aclanthology.org/2024.nlp4science-1.4/ 2024-11 24 35 Two-Stage Graph-Augmented Summarization of Scientific Documents Rezvaneh Rezapour author Yubin Ge author Kanyao Han author Ray Jeong author Jana Diesner author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication rezapour-etal-2024-two 10.18653/v1/2024.nlp4science-1.5 https://aclanthology.org/2024.nlp4science-1.5/ 2024-11 36 46 GCD-TM: Graph-Driven Community Detection for Topic Modelling in Psychiatry Texts Anusuya Krishnan author Isaias Mehari Ghebrehiwet author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication krishnan-ghebrehiwet-2024-gcd 10.18653/v1/2024.nlp4science-1.6 https://aclanthology.org/2024.nlp4science-1.6/ 2024-11 47 57 SCITUNE: Aligning Large Language Models with Human-Curated Scientific Multimodal Instructions Sameera Horawalavithana author Sai Munikoti author Ian Stewart author Henry Kvinge author Karl Pazdernik author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication horawalavithana-etal-2024-scitune 10.18653/v1/2024.nlp4science-1.7 https://aclanthology.org/2024.nlp4science-1.7/ 2024-11 58 72 RACER: An LLM-powered Methodology for Scalable Analysis of Semi-structured Mental Health Interviews Satpreet Harcharan Singh author Kevin Jiang author Kanchan Bhasin author Ashutosh Sabharwal author Nidal Moukaddam author Ankit Patel author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication singh-etal-2024-racer 10.18653/v1/2024.nlp4science-1.8 https://aclanthology.org/2024.nlp4science-1.8/ 2024-11 73 98 Soft Measures for Extracting Causal Collective Intelligence Maryam Berijanian author Spencer Dork author Kuldeep Singh author Michael Riley Millikan author Ashlin Riggs author Aadarsh Swaminathan author Sarah L Gibbs author Scott E Friedman author Nathan Brugnone author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication berijanian-etal-2024-soft 10.18653/v1/2024.nlp4science-1.9 https://aclanthology.org/2024.nlp4science-1.9/ 2024-11 99 116 Hypothesis Generation with Large Language Models Yangqiaoyu Zhou author Haokun Liu author Tejes Srivastava author Hongyuan Mei author Chenhao Tan author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication zhou-etal-2024-hypothesis 10.18653/v1/2024.nlp4science-1.10 https://aclanthology.org/2024.nlp4science-1.10/ 2024-11 117 139 Dreaming with ChatGPT: Unraveling the Challenges of LLMs Dream Generation Harel Berger author Hadar King author Omer David author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication berger-etal-2024-dreaming 10.18653/v1/2024.nlp4science-1.11 https://aclanthology.org/2024.nlp4science-1.11/ 2024-11 140 147 LLMs and NLP for Generalized Learning in AI-Enhanced Educational Videos and Powering Curated Videos with Generative Intelligence Naina Chaturvedi author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication chaturvedi-2024-llms 10.18653/v1/2024.nlp4science-1.12 https://aclanthology.org/2024.nlp4science-1.12/ 2024-11 148 154 The Moral Foundations Weibo Corpus Renjie Cao author Miaoyan Hu author Jiahan Wei author Baha Ihnaini author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication cao-etal-2024-moral 10.18653/v1/2024.nlp4science-1.13 https://aclanthology.org/2024.nlp4science-1.13/ 2024-11 155 165 Why So Serious: Humor and its Association with Treatment Measurements Process and Outcome Matan Kenigsbuch author Natalie Shapira author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication kenigsbuch-shapira-2024-serious 10.18653/v1/2024.nlp4science-1.14 https://aclanthology.org/2024.nlp4science-1.14/ 2024-11 166 174 Learning the Bitter Lesson: Empirical Evidence from 20 Years of CVPR Proceedings Mojtaba Yousefi author Jack Collins author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication yousefi-collins-2024-learning 10.18653/v1/2024.nlp4science-1.15 https://aclanthology.org/2024.nlp4science-1.15/ 2024-11 175 187 Personalized-ABA: Personalized Treatment Plan Generation for Applied Behavior Analysis using Natural Language Processing Aman Kumar author Mareiko Au author Raj Semlawat author Malavica Sridhar author Hitesh Gurnani author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication kumar-etal-2024-personalized 10.18653/v1/2024.nlp4science-1.16 https://aclanthology.org/2024.nlp4science-1.16/ 2024-11 188 196 Exploring Scientific Hypothesis Generation with Mamba Miaosen Chai author Emily Herron author Erick Cervantes author Tirthankar Ghosal author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication chai-etal-2024-exploring 10.18653/v1/2024.nlp4science-1.17 https://aclanthology.org/2024.nlp4science-1.17/ 2024-11 197 207 Benchmarking Automated Theorem Proving with Large Language Models Vanessa Lama author Catherine Ma author Tirthankar Ghosal author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication lama-etal-2024-benchmarking 10.18653/v1/2024.nlp4science-1.18 https://aclanthology.org/2024.nlp4science-1.18/ 2024-11 208 218 The Grid: A semi-automated tool to support expert-driven modeling Allegra A. Beal Cohen author Maria Alexeeva author Keith Alcock author Mihai Surdeanu author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication a-beal-cohen-etal-2024-grid 10.18653/v1/2024.nlp4science-1.19 https://aclanthology.org/2024.nlp4science-1.19/ 2024-11 219 229 Categorical Syllogisms Revisited: A Review of the Logical Reasoning Abilities of LLMs for Analyzing Categorical Syllogisms Shi Zong author Jimmy Lin author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication zong-lin-2024-categorical 10.18653/v1/2024.nlp4science-1.20 https://aclanthology.org/2024.nlp4science-1.20/ 2024-11 230 239 Individuation in Neural Models with and without Visual Grounding Alexey Tikhonov author Lisa Bylinina author Ivan P Yamshchikov author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication tikhonov-etal-2024-individuation 10.18653/v1/2024.nlp4science-1.21 https://aclanthology.org/2024.nlp4science-1.21/ 2024-11 240 248 CogErgLLM: Exploring Large Language Model Systems Design Perspective Using Cognitive Ergonomics Azmine Toushik Wasi author Mst Rafia Islam author 2024-11 text Proceedings of the 1st Workshop on NLP for Science (NLP4Science) Lotem Peled-Cohen editor Nitay Calderon editor Shir Lissak editor Roi Reichart editor Association for Computational Linguistics Miami, FL, USA conference publication wasi-islam-2024-cogergllm 10.18653/v1/2024.nlp4science-1.22 https://aclanthology.org/2024.nlp4science-1.22/ 2024-11 249 258