Papers
2,781 papers found
How to Contextualize Empirical Data for Risk Analysis with LLMs: A Case Study of Power Outages
Haiyun Huang, Yukun Li, Marco A Pretell et al.
Thinking Beyond the Local: Multi-View Instructed Adaptive Reasoning in KG-Enhanced LLMs
Minghan Zhang, Shu Zhao, Zhen Yang et al.
Turn-PPO: Turn-Level Advantage Estimation with PPO for Improved Multi-Turn RL in Agentic LLMs
Junbo Li, Peng Zhou, Rui Meng et al.
Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation
Minhua Lin, Zhengzhang Chen, Yanchi Liu et al.
Learning to Judge: LLMs Designing and Applying Evaluation Rubrics
Clemencia Siro, Pourya Aliannejadi, Mohammad Aliannejadi
Visual–Linguistic Abductive Reasoning with LLMs for Knowledge-based Visual Question Answering
Jieun Kim, Yujin Jeong, Sung-Bae Cho
Arabic Dialect Translation with Small LLMs: Enhancing through Reasoning-Oriented Reinforcement Learning
Sohaila Abdulsattar, Keith Ross
Enhancing Urdu Sentiment Classification through Instruction-Tuned LLMs and Cross-Lingual Transfer
Hasan Faraz Khan, Noor Fatima, Irfan Ahmad
Current state of LLMs for Arabic dialectal machine translation
Josef Jon, Rawan Bondok, Ondřej Bojar
Building a Conversational AI Assistant for African Travel Services with LLMs and RAG
Grace Kevine Ngoufo, Shamsuddeen Hassan Muhammad, Kevin Jeff Fogang Fokoa
Do Mixed-Vendor Multi-Agent LLMs Improve Clinical Diagnosis?
Grace Chang Yuan, Xiaoman Zhang, Sung Eun Kim et al.
Normalizing Health Concepts with Biomedical Embedding and LLMs
Iram Azam, Keyuan Jiang, Gordon Bernard
Why Are We Lonely? Leveraging LLMs to Measure and Understand Loneliness in Caregivers and Non-caregivers
Michelle Damin Kim, Ellie S. Paek, Yufen Lin et al.
Studying Expert-ese: Profiling and Classification of Domain-Specific Language Variation in Architecture with Traditional Machine Learning and LLMs
Carmen Schacht, Renate Delucchi Danhier
LLMs Got Rhyme? Hybrid Phonological Filtering for Greek Poetry Rhyme Detection and Generation
Stergios Chatzikyriakidis, Anastasia Natsina
Measuring Social Integration Through Participation: Categorizing Organizations and Leisure Activities in the Displaced Karelians Interview Archive using LLMs
Joonatan Laato, Veera Schroderus, Jenna Kanerva et al.
Sense-Based Annotation of Geographical Nouns in Ancient Greek and Latin: A Diachronic Study with LLMs
Andrea Farina, Michele Ciletti, Barbara Mcgillivray et al.
Semantic Change Characterization with LLMs using Rhetorics
Jáder Martins Camboim de Sá, Jooyoung Lee, Marcos Da Silveira et al.
When LLMs Annotate: Reliability Challenges in Low-Resource NLI
Solmaz Panahi, John Kelleher, Vasudevan Nedumpozhimana
Cross-Lingual Emotion Recognition in Balinese Text using Multilingual-LLMs under Peer-Collaborations Settings
Putu Kussa Laksana Utama, Jilles Steeve Dibangoye, Tsegaye Misikir Tashu
"So, How Much Do LLMs Hallucinate on Low-Resource Languages?" A Quantitative and Qualitative Analysis
Kushal Trivedi, Murtuza Shaikh, Sriyansh Sharma
How multilingual are multilingual LLMs? A case study in Northern Sámi-Finnish Translation
Jonne Sälevä, Constantine Lignos
Can LLMs Translate Italy’s Language Varieties?
Edoardo Signoroni, Pavel Rychlý
On the Credibility of Evaluating LLMs using Survey Questions
Jindřich Libovický
Query-Following vs Context-Anchoring: How LLMs Handle Cross-Turn Language Switching
Kyuhee Kim, Chengheng Li Chen, Anna Sotnikova