Natural Language Processing
Natural Language Processing (NLP) focuses on enabling computers to understand, interpret, and generate human language. Current research heavily emphasizes large language models (LLMs), exploring their capabilities in various tasks like question answering, text classification, and translation, while also addressing challenges such as bias, efficiency, and the need for better evaluation metrics. The field's significance lies in its potential to revolutionize numerous applications, from improving healthcare and education to enhancing information access and facilitating more effective human-computer interaction.
Papers
Disjoint Processing Mechanisms of Hierarchical and Linear Grammars in Large Language Models
Aruna Sankaranarayanan, Dylan Hadfield-Menell, Aaron Mueller
Doc-Guided Sent2Sent++: A Sent2Sent++ Agent with Doc-Guided memory for Document-level Machine Translation
Jiaxin Guo, Yuanchang Luo, Daimeng Wei, Ling Zhang, Zongyao Li, Hengchao Shang, Zhiqiang Rao, Shaojun Li, Jinlong Yang, Zhanglin Wu, Hao Yang
Towards Zero-Shot & Explainable Video Description by Reasoning over Graphs of Events in Space and Time
Mihai Masala, Marius Leordeanu
Large Language Models For Text Classification: Case Study And Comprehensive Review
Arina Kostina, Marios D. Dikaiakos, Dimosthenis Stefanidis, George Pallis
Tag&Tab: Pretraining Data Detection in Large Language Models Using Keyword-Based Membership Inference Attack
Sagiv Antebi, Edan Habler, Asaf Shabtai, Yuval Elovici
Investigating Energy Efficiency and Performance Trade-offs in LLM Inference Across Tasks and DVFS Settings
Paul Joe Maliakel, Shashikant Ilager, Ivona Brandic
Deep Learning and Natural Language Processing in the Field of Construction
Rémy Kessler (LIA), Nicolas Béchet (IRISA, EXPRESSION, UBS Vannes)
Large Language Models for Knowledge Graph Embedding Techniques, Methods, and Challenges: A Survey
Bingchen Liu, Xin Li
Natural Language Processing and Deep Learning Models to Classify Phase of Flight in Aviation Safety Occurrences
Aziida Nanyonga, Hassan Wasswa, Oleksandra Molloy, Ugur Turhan, Graham Wild
A Survey on Spoken Italian Datasets and Corpora
Marco Giordano, Claudia Rinaldi
Sequential Classification of Aviation Safety Occurrences with Natural Language Processing
Aziida Nanyonga, Hassan Wasswa, Ugur Turhan, Oleksandra Molloy, Graham Wild
Punctuation's Semantic Role between Brain and Transformers Models
Zenon Lamprou, Frank Polick, Yashar Moshfeghi
IndoNLP 2025: Shared Task on Real-Time Reverse Transliteration for Romanized Indo-Aryan languages
Deshan Sumanathilaka, Isuri Anuradha, Ruvan Weerasinghe, Nicholas Micallef, Julian Hough
Optimize Incompatible Parameters through Compatibility-aware Knowledge Integration
Zheqi Lv, Keming Ye, Zishu Wei, Qi Tian, Shengyu Zhang, Wenqiao Zhang, Wenjie Wang, Kun Kuang, Tat-Seng Chua, Fei Wu
Building Foundations for Natural Language Processing of Historical Turkish: Resources and Models
Şaziye Betül Özateş, Tarık Emre Tıraş, Ece Elif Adak, Berat Doğan, Fatih Burak Karagöz, Efe Eren Genç, Esma F. Bilgin Taşdemir
A partition cover approach to tokenization
Jia Peng Lim, Davin Choo, Hady W. Lauw
S2 Chunking: A Hybrid Framework for Document Segmentation Through Integrated Spatial and Semantic Analysis
Prashant Verma