International Conference on Natural Language and Speech Processing (2024)

Volumes

Proceedings of the 7th International Conference on Natural Language and Speech Processing (ICNLSP 2024) 48 papers

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Proceedings of the 7th International Conference on Natural Language and Speech Processing (ICNLSP 2024)
Mourad Abbas | Abed Alhakim Freihat

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Leveraging Annotator Disagreement for Text Classification
Jin Xu | Mariët Theune | Daniel Braun

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Native language Identification for Arabic Language Learners using Pre-trained Language Models
Mohamed Amine Cheragui | Mourad Abbas | Mohammed Mediani

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Generative Adversarial Network based Neural Vocoder for Myanmar End-to-End Speech Synthesis
Aye Mya Hlaing | Win Pa Pa

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Detecting ChatGPT-Generated Text with GZIP-KNN: A No-Training, Low-Resource Approach
Matthias Berchtold | Sandra Mitrovic | Davide Andreoletti | Daniele Puccinelli | Omran Ayoub

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Improved Spoken Emotion Recognition With Combined Segment-Based Processing And Triplet Loss
Dejan Porjazovski | Tamas Grosz | Mikko Kurimo

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EEG Signal Analysis for Multimodal Simple Concepts Decoding
Sergio Guillén Jiménez | Lorenzo J. Tardón | Ana M Barbancho | Isabel Barbancho

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Modeling Score Estimation for Japanese Essays with Generative Pre-trained Transformers
Boago Okgetheng | Koichi Takeuchi

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CliqueCorex: A Self-supervised Clique-based Anchored Topic Model
Sami Diaf

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Personalised Abusive Language Detection Using LLMs and Retrieval-Augmented Generation
Tsungcheng Yao | Ernest Foo | Sebastian Binnewies

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Large-scale Summarization of Chat Transcripts in the Absence of Annotated Summaries
Pratik K. Biswas

Sawaal: A Framework for Automatic Question Generation in Urdu
Maria Rahim | Shakeel Ahmed Khoja

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Dual-Task Learning for AI-Generated Medical Text Detection and Named Entity Recognition
Saja Al-Dabet | Ban Alomar | Sherzod Turaev | Abdelkader Nasreddine Belkacem

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Comparative Analysis of Modality Fusion Approaches for Audio-Visual Person Identification and Verification
Aref Farhadipour | Masoumeh Chapariniya | Teodora Vukovic | Volker Dellwo

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PoliTun: Tunisian Political Dataset for Detecting Public Opinions and Categories Orientation
Chayma Fourati | Roua Hammami | Chiraz Latiri | Hatem Haddad

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Efficient Few-shot Learning for Multi-label Classification of Scientific Documents with Many Classes
Tim Schopf | Alexander Blatzheim | Nektarios Machner | Florian Matthes

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GemST: Continual Learning for End-to-End Speech-to-Text Translation
Pranav Karande | Balaram Sarkar | Chandresh K Maurya

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CASCA: Leveraging Role-Based Lexical Cues for Robust Multimodal Speaker Diarization via Large Language Models
William K Nehrboss

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Deep Information Maximisation to Mitigate Information Loss in Text Independent Speaker Verification
Nipun Fonseka | Nirmal Sankalana | Buddhika Karunarathne | Uthayasanker Thayasivam

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Context-Aware Question Answering in Urdu
Samreen Kazi | Shakeel Ahmed Khoja

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Human and Machine: Language Processing in Translation Tasks
Hening Wang | Leixin Zhang | Ondrej Bojar

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Asking the Right Questions: Exploiting Hidden Interactions in a Generative Framework for Multilingual, Multitask Classification
Sebastian-Antonio Toma | Camelia Lemnaru | Vlad Andrei Negru | Rodica Potolea

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Resolving Gender Biases in LLMs at Inference Time with Novel Dijkstra’s-based K-Explorers Neural Network Traversal (KeNNT)
Hanav Modasiya

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Semantically Enriched Text Generation for QA through Dense Paraphrasing
Timothy Obiso | Bingyang Ye | Kyeongmin Rim | James Pustejovsky

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Introducing wwm-german-18k - Can LLMs Crack the Million? (Or Win at Least 500 Euros?)
Matthias Aßenmacher | Luis Karrlein | Philipp Schiele | Christian Heumann

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Native Language Identification Improves Authorship Attribution
Ahmet Yavuz Uluslu | Gerold Schneider | Can Yildizli

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Enhancing LLM-based Arabic Negotiation by Fine Tuning on Dialogue Shortcomings
Yasmine A Abu Adla | Hazem Hajj | Shady Elbassuoni | Khaled Shaban | Wassim El Hajj

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The Qiyas Benchmark: Measuring ChatGPT Mathematical and Language Understanding in Arabic
Shahad Al-Khalifa | Hend Al-Khalifa

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Analyzing Politeness in Arabic Tweets: A Preliminary Study
Hend Al-Khalifa | Nadia Ghezaiel | Maria Bounnit

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FeruzaSpeech: A 60 Hour Uzbek Read Speech Corpus with Punctuation, Casing, and Context
Anna Povey | Katherine Povey

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Bulgarian Grammar Error Correction with Data Augmentation and Machine Translation Techniques
Bozhidar Klouchek | Riza Batista-Navarro

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On Barriers to Archival Audio Processing
Peter R Sullivan | Muhammad Abdul-Mageed

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Conversational Exploratory Search of Scholarly Publications Using Knowledge Graphs
Phillip Schneider | Florian Matthes

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A Hybrid Retrieval Approach for Advancing Retrieval-Augmented Generation Systems
Nguyen Nam Doan | Aki Härmä | Remzi Celebi | Valeria Gottardo

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Investigating Gender Bias in Large Language Models Through Text Generation
Shweta Soundararajan | Sarah Jane Delany

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Improving Long-term F0 representation using post-processing techniques
Crisron Rudolf Lucas | Diptasree Debnath | Andrew Hines

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Text-to-Speech in Azerbaijani Language via Transfer Learning in a Low Resource Environment
Dzhavidan Zeinalov | Bugra Sen | Firangiz Aslanova

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SG-RAG: Multi-Hop Question Answering With Large Language Models Through Knowledge Graphs
Ahmmad O. M. Saleh | Gokhan Tur | Yucel Saygin

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Linking Quran and Hadith Topics in an Ontology using Word Embeddings and Cellfie Plugin
Ibtisam Khalaf Alshammari | Eric Atwell | Mohammad Ammar Alsalka

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Medical Information Extraction with Large Language Models
Raffaello Fornasiere | Nicolò Brunello | Vincenzo Scotti | Mark Carman