Neural and Statistical Machine Translation: Confronting the State of the Art Full Text
Daniel Rojas Plata and Noe Alejandro Castro Sanchez, Cenidet/TecNM, Mexico

Data-Driven Part-of-Speech Tagging for the Gikuyu Language: Development, Challenges, and ProspectsFull Text
Gabriel Kamau, Dedan Kimathi University of Technology, Kenya

Orchestrating Multi-Agent Systems for Multi-Source Information Retrieval and Question Answering with Large
Language ModelsFull Text
Antony Seabra ^1,2, Claudio Cavalcante ^1,2, Joao Nepomuceno ¹, Lucas Lago ¹, Nicolaas Ruberg ¹, and Sergio Lifschitz ^2
1 BNDES - Area de Tecnologia da Informacao, Brazil, ² PUC-Rio - Departamento de Informatica, Brazil

End-to-End Bangla AI for Solving Math Olympiad Problem Benchmark:Leveraging Large Language Model using
Integrated ApproachFull Text
H.M.Shadman Tabib and Jaber Ahmed Deedar, Bangladesh University of Engineering and Technology, Bangladesh

A Review of Prompt-Free Few-Shot Text Classification Methods Full Text
Rim Messaoudi, Achraf Louiza and Francois Azelart, Akkodis Research, France

Interlingual Syntactic Parsing: An Optimized Head-Driven Parsing for English to Indian Language Machine Translation Full Text
Pavan Kurariya, Prashant Chaudhary, Jahnavi Bodhankar, Lenali Singh and Ajai Kumar, Centre for Development of
Advanced Computing, India

Fine-Tuning of Small/Medium LLMs for Business QA on Structured Data Full Text
Rasha Ragab and Abdulrahman Altahhan, University of Leeds, UK

Human Intention Space - Natural Language Phrase Driven Approach to Place Social Computing Interaction
in a Designed SpaceFull Text
Pronab Pal, KeyByte Systems, Australia

Identifying Key Terms in Prompts for Relevance Evaluation with GPT ModelsFull Text
Jaekeol Choi, Hankuk University of Foreign Studies, South Korea

Evaluation of Medium-Sized Language Models in German and English LanguageFull Text
Rene Peinl and Johannes Wirth, Hof University of Applied Sciences, Germany

Performance, Energy Consumption and Costs: A Comparative Analysis of Automatic Text Classification Approaches
in the Legal DomainFull Text
Leonardo Rigutini¹, Achille Globo¹, Marco Stefanelli², Andrea Zugarini¹, Sinan Gultekin¹, Marco Ernandes¹, ¹expert.ai
spa, Italy, ²University of Siena, Italy

Rag-Fusion: A New Take on Retrieval Augmented GenerationFull Text
Zackary Rackauckas, Infineon Technologies, California

Document Author Classification using Parsed Language Structure Full Text
Todd K. Moon and Jacob H. Gunther, Utah State University, USA

Improving Dialogue Management Through Data Optimization Full Text
Miguel Ángel Medina-Ramírez, Cayetano Guerra-Artal and Mario HernándezTejera, University of Las Palmas de Gran
Canarias, Spain