Keyword:large language models

Publications
Building Holistic Situation Awareness through Large Language Models Emma McDaniel and Alicia Ruvinsky In:Proceedings of Conference on Cognitive and Computational Aspects of Situation Management 2023
Automated Theorem Provers Help Improve Large Language Model Reasoning Lachlan McGinness and Peter Baumgartner In:Proceedings of 25th Conference on Logic for Programming, Artificial Intelligence and Reasoning
Transforming Construction Practices with Large Language Models Ehsan Ahmadi and Chao Wang In:Proceedings of 60th Annual Associated Schools of Construction International Conference
Leveraging Large Language Models for Ontology Requirements Engineering Yihang Zhao EasyChair Preprint 15963
Mind the Knowledge Gap: Evaluating AI Tutors' Ability to Detect Mathematical Prior Knowledge and Misconceptions Xinyue Li, Frank Morley and Rachad Zaki EasyChair Preprint 15939
Prefill-Based Jailbreak: a Novel Approach of Bypassing LLM Safety Boundary Yakai Li, Jiekang Hu, Weiduan Sang, Luping Ma, Jing Xie, Weijuan Zhang, Aimin Yu, Shijie Zhao, Qingjia Huang and Qihang Zhou EasyChair Preprint 15933
Prompts De-Biasing Augmentation to Mitigate Gender Stereotypes in Large Language Models Jinyuan Chen, Sebastian Binnewies and Bela Stantic EasyChair Preprint 15854
Advancing AI Incidents Classification: Leveraging LLMs with Strategic Prompting Yian Chen, Lana Do, Liheng Yi, Ricardo Baeza-Yates and John A. Guerra-Gomez EasyChair Preprint 15820
Developing Optimized Large Language Models on Limited Compute Resources S Kasinadhsarma EasyChair Preprint 15800
Predicting Ratings of Indian IPOs from Red Herring Prospectus Sohom Ghosh and Sudip Kumar Naskar EasyChair Preprint 15779
Can Language Models Reason about ICD Codes to Guide the Generation of Clinical Notes? Ivan Makohon, Jian Wu, Bintao Feng and Yaohang Li EasyChair Preprint 15731
Integrating Big Data and Thick Data Analysis for User Experience Evaluation in Cultural Curation: a Case Study of the 2023 Hakka Expo in Taiwan Sheng-Ming Wang and Yuan-Chen Zhang EasyChair Preprint 15669
Enhancing Protein Language Models for Remote Homology Detection: a Study on Parameter Efficient Fine-Tuning Techniques Osasumwen Usen, Yusuf Aleshinloye Abass and Ammar Arbaaeen EasyChair Preprint 15579
Using ChatGPT to Build Healthcare Agents -an Empirical Study Hassan Juma, Ibrahim Mohammed and Sarah Zhao EasyChair Preprint 15562
Summarize and Paste: Enhancing Neural Machine Translation via In-Context Learning with Automatic Text Summarization Jillaphat Jaroenkantasima, Prachya Boonkwan, Hutchatai Chanlekha and Manabu Okumura EasyChair Preprint 15358
Integrating BERTopic and Large Language Models for Thematic Identification of Indonesian Legal Documents Moses Ananta, Rahayu Utari, Amany Akhyar and Gusti Ayu Putri Saptawati EasyChair Preprint 15272
Quantity Affects Quality: Instruction Fine-Tuning on LLM’s Multiple-Choice Question Abilities Hsuan-Lei Shao, Wei-Hsin Wang and Sieh-Chuen Huang EasyChair Preprint 15242
NoRA: Neuro-Evolution of Low-Rank Adaptation of Language Models Iheb Gafsi EasyChair Preprint 15133
Summarizing Video Content with a Single Image Using Large Language Models Shutaro Tamada, Chunzhi Gu and Shigeru Kuriyama EasyChair Preprint 14970
Overview Research on the Use of Large Language Models (LLMs) in the Field of Software Engineering Việt Nguyễn Văn, Khánh Nguyễn Hữu, Duyên Nguyễn Thị, Huế Lương Thị Minh, Vịnh Nguyễn Thế and Công Nguyễn Hữu EasyChair Preprint 14916
Extracting Semantic Entity Triplets by Leveraging LLMs Alexander Sternfeld, Andrei Kucharavy, Dimitri Percia David, Julian Jang-Jaccard and Alain Mermoud EasyChair Preprint 14914
Comparative Analysis of GPT-4 and BERT: Evaluating the Performance and Efficiency of Two Prominent Language Models Himmat Rathore EasyChair Preprint 14798
Physics Assessment Generation Through Pattern Matching and Large Language Models Marchotridyo and Fariska Zakhralativa Ruskanda EasyChair Preprint 14739
Effective Intended Sarcasm Detection Using Fine-Tuned Llama 2 Large Language Models Fachry Dennis Heraldi and Fariska Zakhralativa Ruskanda EasyChair Preprint 14730
The Effectiveness of Large Language Models for Textual Analysis in Air Transportation Gabriel Jarry, Philippe Very and Ramon Dalmau EasyChair Preprint 14614
Effectiveness of Privacy-Preserving Algorithms for Large Language Models: a Benchmark Analysis Jinglin Sun, Basem Suleiman and Imdad Ullah EasyChair Preprint 14540
Leveraging Transfer Learning in LLMs for E-commerce Sentiment Analysis Dylan Stilinki EasyChair Preprint 14526
CourseAssist: Pedagogically Appropriate AI Tutor for Computer Science Education Ty Feng, Sa Liu and Dipak Ghosal EasyChair Preprint 14287
Leveraging Large Language Models to Build a Low-Resource Customer Support Chatbot in a Three-Sided Marketplace Biagio Antonelli and Gonzalo Cordova EasyChair Preprint 13944
GPT-4o: The Cutting-Edge Advancement in Multimodal LLM Raisa Islam and Owana Marzia Moushi EasyChair Preprint 13757
Learning and AI Evaluation of Tutors Responding to Students Engaging in Negative Self-Talk Danielle R Thomas, Jionghao Lin, Shambhavi Bhushan, Ralph Abboud, Erin Gatz, Shivang Gupta and Kenneth Koedinger EasyChair Preprint 13351
Temporal Knowledge Graph Link Prediction Using Synergized Large Language Models and Temporal Knowledge Graphs Yao Chen and Yuming Shen EasyChair Preprint 13243
“Like a Nesting Doll”: Analyzing Recursion Analogies Generated by CS Students Using Large Language Models Seth Bernstein, Paul Denny, Juho Leinonen, Lauren Kan, Arto Hellas, Matt Littlefield, Sami Sarsa and Stephen MacNeil EasyChair Preprint 12664
Large Language Models and Mental Health: a Safety Evaluation in Depression Treatment Usman Hider EasyChair Preprint 12267
Semantic Compression with Large Language Models Henry Gilbert, Michael Sandborn, Doug Schmidt, Jesse Spencer-Smith and Jules White EasyChair Preprint 11339
Does AI Reflect Human Behaviour? Exploring the Presence of Gender Bias in AI Translation Tools Marco Smacchia, Stefano Za and Álvaro Arenas EasyChair Preprint 10954
Federated Learning for Empowering Large Language Models Soumik Deb Niloy, Abdullah Jamil Sifat, Md Asaduzzaman Sarker Anik, Mohammad Jawad Ul Tashick and Mashira Rofi EasyChair Preprint 10828
The Mask One at a Time Framework for Detecting the Relationship Between Financial Entities Sohom Ghosh, Sachin Umrao, Chung-Chi Chen and Sudip Kumar Naskar EasyChair Preprint 10463
Segment Anything Also Detect Anything Rongsheg Wang, Yaofei Duan and Yukun Li EasyChair Preprint 9952
Design and Optimization of an Automatic Mobile Application Generating Learning Platform Jasmine L Shone, Robin Liu, Evan Patton and David Young-Jae Kim EasyChair Preprint 9136