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
Advancements and Challenges in Bangla Question Answering Models: A Comprehensive Review
Md Iftekhar Islam Tashik, Abdullah Khondoker, Enam Ahmed Taufik, Antara Firoz Parsa, S M Ishtiak Mahmud
QPruner: Probabilistic Decision Quantization for Structured Pruning in Large Language Models
Changhai Zhou, Yuhua Zhou, Shijie Han, Qian Qiao, Hongguang Li
The Role of Natural Language Processing Tasks in Automatic Literary Character Network Construction
Arthur Amalvy (LIA), Vincent Labatut (LIA), Richard Dufour (LS2N - équipe TALN)
Multilabel Classification for Lung Disease Detection: Integrating Deep Learning and Natural Language Processing
Maria Efimovich, Jayden Lim, Vedant Mehta, Ethan Poon
Reliable, Reproducible, and Really Fast Leaderboards with Evalica
Dmitry Ustalov
AD-LLM: Benchmarking Large Language Models for Anomaly Detection
Tiankai Yang, Yi Nian, Shawn Li, Ruiyao Xu, Yuangang Li, Jiaqi Li, Zhuo Xiao, Xiyang Hu, Ryan Rossi, Kaize Ding, Xia Hu, Yue Zhao
Empowering LLMs to Understand and Generate Complex Vector Graphics
Ximing Xing, Juncheng Hu, Guotao Liang, Jing Zhang, Dong Xu, Qian Yu
NER- RoBERTa: Fine-Tuning RoBERTa for Named Entity Recognition (NER) within low-resource languages
Abdulhady Abas Abdullah, Srwa Hasan Abdulla, Dalia Mohammad Toufiq, Halgurd S. Maghdid, Tarik A. Rashid, Pakshan F. Farho, Shadan Sh. Sabr, Akar H. Taher, Darya S. Hamad, Hadi Veisi, Aras T. Asaad
Automated Image Captioning with CNNs and Transformers
Joshua Adrian Cahyono, Jeremy Nathan Jusuf
Unsupervised Named Entity Disambiguation for Low Resource Domains
Debarghya Datta, Soumajit Pramanik
Analyzing Fairness of Computer Vision and Natural Language Processing Models
Ahmed Rashed, Abdelkrim Kallich, Mohamed Eltayeb
Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion
Ben Liu, Jihai Zhang, Fangquan Lin, Cheng Yang, Min Peng
AI Adoption to Combat Financial Crime: Study on Natural Language Processing in Adverse Media Screening of Financial Services in English and Bangla multilingual interpretation
Soumita Roy
Machine Learning Information Retrieval and Summarisation to Support Systematic Review on Outcomes Based Contracting
Iman Munire Bilal, Zheng Fang, Miguel Arana-Catania, Felix-Anselm van Lier, Juliana Outes Velarde, Harry Bregazzi, Eleanor Carter, Mara Airoldi, Rob Procter
GR-NLP-TOOLKIT: An Open-Source NLP Toolkit for Modern Greek
Lefteris Loukas, Nikolaos Smyrnioudis, Chrysa Dikonomaki, Spyros Barbakos, Anastasios Toumazatos, John Koutsikakis, Manolis Kyriakakis, Mary Georgiou, Stavros Vassos, John Pavlopoulos, Ion Androutsopoulos
The Roles of English in Evaluating Multilingual Language Models
Wessel Poelman, Miryam de Lhoneux
Decoding Poultry Vocalizations -- Natural Language Processing and Transformer Models for Semantic and Emotional Analysis
Venkatraman Manikandan, Suresh Neethirajan