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RANLP 2025: all accepted papers

193 papers · page 1 of 2 · the most cited first · ← RANLP 2025

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  1. A Culturally-Rich Romanian NLP Dataset from “Who Wants to Be a Millionaire?” Videos ↗Alexandru Ganea, Antonia-Adelina Popovici, Marius Dumitran
  2. A Deep Dive into Multi-Head Attention and Multi-Aspect Embedding ↗Maryam Teimouri, Jenna Kanerva, Filip Ginter
  3. A Framework for Fine-Tuning LLMs Using Heterogeneous Feedback ↗Ryan Aponte, Ryan A. Rossi, Shunan Guo et al.
  4. A Gemini-Based Model for Arabic Sentiment Analysis of Multi-Dialect Hotel Reviews: Ahasis Shared Task Submission ↗Mohammed A. H. Lubbad
  5. A Hybrid Transformer-Based Model for Sentiment Analysis of Arabic Dialect Hotel Reviews ↗Rawand Alfugaha, Mohammad AL-Smadi
  6. A Linguistically-informed Comparison between Multilingual BERT and Language-specific BERT Models: The Case of Differential Object Marking in Romanian ↗Maria Tepei, Jelke Bloem
  7. A Low-Resource Speech-Driven NLP Pipeline for Sinhala Dyslexia Assistance ↗Peshala Perera, Deshan Sumanathilaka
  8. A Multi-Baseline Framework for Ranking Global Event Significance Using Google Trends and Large Language Models ↗Zenan Chen
  9. A Multimodal Transformer-based Approach for Cross-Domain Detection of Machine-Generated Text ↗Mohammad AL-Smadi
  10. A Proposal for Evaluating the Linguistic Quality of Synthetic Spanish Corpora ↗Lucia Sevilla-Requena
  11. A Question-Answering Based Framework/Metric for Evaluation of Newspaper Article Summarization ↗Vasanth Seemakurthy, Shashank Sundar, Siddharth Arvind et al.
  12. A Survey on Small Language Models ↗Chien Van Nguyen, Xuan Shen, Ryan Aponte et al.
  13. AHaSIS: Shared Task on Sentiment Analysis for Arabic Dialects ↗Maram I. Alharbi, Salmane Chafik, Saad Ezzini et al.
  14. AI-Generated Text Detection Using DeBERTa with Auxiliary Stylometric Features ↗Annepaka Yadagiri, L. D. M. S. Sai Teja, Partha Pakray et al.
  15. AIDEN: Automatic Speaker Notes Creation and Navigation for Enhancing Online Learning Experience ↗Stalin Varanasi, Umer Butt, Guenter Neumann et al.
  16. APIO: Automatic Prompt Induction and Optimization for Grammatical Error Correction and Text Simplification ↗Artem Chernodub, Aman Saini, Yejin Huh et al.
  17. ASQ: Automatically Generating Question-Answer Pairs Using AMRs ↗Geetanjali Rakshit, Jeffrey Flanigan
  18. Advancing Active Learning with Ensemble Strategies ↗Naif Alatrush, Sultan Alsarra, Afraa Alshammari et al.
  19. Advancing Clinical Translation in Nepali through Fine-Tuned Multilingual Models ↗Benyamin Ahmadnia, Sumaiya Shaikh, Bibek Poudel et al.
  20. Ahasis Shared Task: Hybrid Lexicon-Augmented AraBERT Model for Sentiment Detection in Arabic Dialects ↗Shimaa Amer Ibrahim, Mabrouka Bessghaier, Wajdi Zaghouani
  21. Alankaar: A Dataset for Figurativeness Understanding in Bangla ↗Geetanjali Rakshit, Jeffrey Flanigan
  22. Alignment of Historical Manuscript Transcriptions and Translations ↗Maarten Janssen, Piroska Lendvai, Anna Jouravel
  23. Am I Blue or Is My Hobby Counting the Teardrops? Expression Leakage in Large Language Models as a Symptom of Irrelevancy Disruption ↗Berkay Kopru, Mehrzad Mashal, Yigit Gurses et al.
  24. An Annotated Corpus of Arabic Tweets for Hate Speech Analysis ↗Wajdi Zaghouani, Md. Rafiul Biswas
  25. An Annotation Scheme for Factuality and Its Application to Parliamentary Proceedings ↗Gili Goldin, Shira Wigderson, Ella Rabinovich et al.
  26. Analysis of Vocabulary and Subword Tokenization Settings for Optimal Fine-tuning of MT: A Case Study of In-domain Translation ↗Javad Pourmostafa Roshan Sharami, Dimitar Shterionov, Pieter Spronck
  27. Annotating Hate Speech towards Identity Groups ↗Donnie Parent, Nina Georgiades, Charvi Mishra et al.
  28. Anonymise: A Tool for Multilingual Document Pseudonymisation ↗Rinalds Vīksna, Inguna Skadina
  29. AntiSemRO: Studying the Romanian Expression of Antisemitism ↗Anca Dinu, Andreea C. Moldovan, Adina Marincea
  30. Arabic to Romanian Machine Translation: A Case Study on Distant Language Pairs ↗Ioan Alexandru Hirica, Stefana Arina Tabusca, Sergiu Nisioi
  31. Arabic-Centric Large Language Models for Dialectal Arabic Sentiment Analysis Task ↗Salwa Saad Alahmari, Eric Atwell, Hadeel Saadany et al.
  32. Aspect–Sentiment Quad Prediction with Distilled Large Language Models ↗Filippos Ventirozos, Peter Appleby, Matthew Shardlow
  33. Authorship Verification Using Cloze Test with Large Language Models ↗Tomáš Foltýnek, Tomáš Kancko, Pavel Rychly
  34. Automated classification of causal relations. Evaluating different LLM performances. ↗Giacomo Magnifico
  35. Balancing the Scales: Addressing Gender Bias in Social Media Toxicity Detection ↗Beatriz Botella-Gil, Juan Pablo Consuegra-Ayala, Alba Bonet-Jover et al.
  36. Benchmarking Item Difficulty Classification in German Vocational Education and Training ↗Alonso Palomino, Benjamin Paassen
  37. Benchmarking Korean Idiom Understanding: A Comparative Analysis of Local and Global Models ↗Xiaonan Wang, Seoyoon Park, Hansaem Kim
  38. Beyond Methods and Datasets Entities: Introducing SH-NER for Hardware and Software Entity Recognition in Scientific Text ↗Aftab Anjum, Nimra Maqbool, Ralf Krestel
  39. BiGCAT: A Graph-Based Representation Learning Model with LLM Embeddings for Named Entity Recognition ↗Md. Akram Hossain, Abdul Aziz, Muhammad Anwarul Azim et al.
  40. Branching Out: Exploration of Chinese Dependency Parsing with Fine-tuned Large Language Models ↗He Zhou, Emmanuele Chersoni, Yu-Yin Hsu
  41. Building a Clean Bartangi Language Corpus and Training Word Embeddings for Low-Resource Language Modeling ↗Warda Tariq, Victor Popov, Vasilii Gromov
  42. Bulgarian Event Extraction with LLMs ↗Kiril Simov, Nikolay Paev, Petya Osenova et al.
  43. C-SHAP: Collocation-Aware Explanations for Financial NLP ↗Martina Menzio, Elisabetta Fersini, Davide Paris
  44. Can LLMs Disambiguate Grounded Language? The Case of PP Attachment ↗John Blackmore, Matthew Stone
  45. Can We Predict Innovation? Narrow Experts versus Competent Generalists ↗Amir Hazem, Motohashi Kazuyuki
  46. Candidate Profile Summarization: A RAG Approach with Synthetic Data Generation for Tech Jobs ↗Anum Afzal, Ishwor Subedi, Florian Matthes
  47. Chakoshi: A Customizable Guardrail for LLMs with a Focus on Japanese-Language Moderation ↗Kazuhiro Arai, Ryota Matsui, Kenji Miyama et al.
  48. Classifying Emotions in Tweets from the Financial Market: A BERT-based Approach ↗Wesley Pompeu Carvalho, Norton Trevisan Roman
  49. Comparative Analysis of Human and Large Language Model Performance in Pharmacology Multiple-Choice Questions ↗Ricardo Rodriguez, Stéphane Huet, Benoît Favre et al.
  50. Contextual Cues in Machine Translation: Investigating the Potential of Multi-Source Input Strategies in LLMs and NMT Systems ↗Lia Shahnazaryan, Patrick Simianer, Joern Wuebker
  51. Cross-Lingual Fact Verification: Analyzing LLM Performance Patterns across Languages ↗Hanna Shcharbakova, Tatiana Anikina, Natalia Skachkova et al.
  52. Cyberbullying Detection via Aggression-Enhanced Prompting ↗Aisha Saeid, Anu Sabu, Girish Koushik et al.
  53. Decoding Emotion in Ancient Poetry: Leveraging Generative Models for Classical Chinese Sentiment Analysis ↗Quanqi Du, Loic De Langhe, Els Lefever et al.
  54. Deep Language Geometry: Constructing a Metric Space from LLM Weights ↗Maksym Shamrai, Vladyslav Hamolia
  55. Demographic Features for Annotation-Aware Classification ↗Narjes Tahaei, Sabine Bergler
  56. Detecting Changes in Mental Health Status via Reddit Posts in Response to Global Negative Events ↗Zenan Chen, Judita Preiss, Peter A. Bath
  57. Detecting Deception in Disinformation across Languages: The Role of Linguistic Markers ↗Alba Perez-Montero, Silvia Gargova, Elena Lloret et al.
  58. Detecting Fake News in the Era of Language Models ↗Muhammad Irfan Fikri Sabri, Hansi Hettiarachchi, Tharindu Ranasinghe
  59. Detecting Gender Stereotypical Language Using Model-agnostic and Model-specific Explanations ↗Manuela Nayantara Jeyaraj, Sarah Jane Delany
  60. Dialect-Aware Sentiment Analysis for Ahasis Challenge ↗Hasna Chouikhi, Manel Aloui
  61. Differential Robustness in Transformer Language Models: Empirical Evaluation under Adversarial Text Attacks ↗Taniya Gidatkar, Oluwaseun Ajao, Matthew Shardlow
  62. Domain Knowledge Distillation for Multilingual Sentence Encoders in Cross-lingual Sentence Similarity Estimation ↗Risa Kondo, Hiroki Yamauchi, Tomoyuki Kajiwara et al.
  63. Dutch CrowS-Pairs: Adapting a Challenge Dataset for Measuring Social Biases in Language Models for Dutch ↗Elza Strazda, Gerasimos Spanakis
  64. EDAudio: Easy Data Augmentation for Dialectal Audio ↗Lea Fischbach, Akbar Karimi, Alfred Lameli et al.
  65. ESAQueryRank: Ranking Query Interpretations for Document Retrieval Using Explicit Semantic Analysis ↗Avijeet Shil, Wei Jin
  66. Efficient Financial Fraud Detection on Mobile Devices Using Lightweight Large Language Models ↗Lakpriya Senevirathna, Deshan Sumanathilaka
  67. EmoHopeSpeech: An Annotated Dataset of Emotions and Hope Speech in English and Arabic ↗Wajdi Zaghouani, Md. Rafiul Biswas
  68. Enabling On-Premises Large Language Models for Space Traffic Management ↗Enrique De Alba
  69. End-to-End Deep Learning for Named Entity Recognition and Relation Extraction in Gut-Brain Axis PubMed Abstracts ↗Aleksis Ioannis Datseris, Mario Kuzmanov, Ivelina Nikolova-Koleva et al.
  70. Enhancing Arabic Dialectal Sentiment Analysis through Advanced Data Augmentation Techniques ↗Md. Rafiul Biswas, Wajdi Zaghouani
  71. Enhancing Textual Understanding: Automated Claim Span Identification in English, Hindi, Bengali, and CodeMix ↗Rudra Roy, Pritam Pal, Dipankar Das et al.
  72. Enhancing Transformer-Based Rerankers with Synthetic Data and LLM-Based Supervision ↗Dimitar Peshevski, Kiril Blazhevski, Martin Popovski et al.
  73. Evaluating Bilingual Lexicon Induction without Lexical Data ↗Michaela Denisová, Pavel Rychly
  74. Evaluating LLMs on Deceptive Text across Cultures ↗Katerina Papantoniou, Panagiotis Papadakos, Dimitris Plexousakis
  75. Evaluating Large Language Models on Multiword Expressions in Multilingual and Code-Switched Contexts ↗Frances Adriana Laureano De Leon, Asim Abbas, Harish Tayyar Madabushi et al.
  76. Evaluating Large Language Models on Sentiment Analysis in Arabic Dialects ↗Maram I. Alharbi, Saad Ezzini, Hansi Hettiarachchi et al.
  77. Evaluating Transliteration Ambiguity in Adhoc Romanized Sinhala: A Dataset for Transliteration Disambiguation ↗Sandun Sameera Perera, Deshan Sumanathilaka
  78. Evaluation of Pretrained and Instruction-Based Pretrained Models for Emotion Detection in Arabic Social Media Text ↗Md. Rafiul Biswas, Shimaa Ibrahim, Mabrouka Bessghaier et al.
  79. ExPe: Exact Positional Encodings for Generative Transformer Models with Extrapolating Capabilities ↗Aleksis Datseris, Sylvia Vassileva, Ivan Koychev et al.
  80. Exploiting Primacy Effect to Improve Large Language Models ↗Bianca Raimondi, Maurizio Gabbrielli
  81. Exploring the Performance of Large Language Models for Event Detection and Extraction in the Health Domain ↗Hristo Tanev, Nicolas Stefanovitch, Tomáš Harmatha et al.
  82. Exploring the Usage of Knowledge Graphs in Identifying Human and LLM-Generated Fake Reviews ↗Ming Liu, Massimo Poesio
  83. Exposing Pink Slime Journalism: Linguistic Signatures and Robust Detection against LLM-Generated Threats ↗Sadat Shahriar, Navid Ayoobi, Arjun Mukherjee et al.
  84. F-LoRA-QA: Finetuning LLaMA Models with Low-Rank Adaptation for French Botanical Question Generation and Answering ↗Ayoub Nainia, Régine Vignes-Lebbe, Hajar Mousannif et al.
  85. Fast Thinking with Structured Prompts: Enabling LLM Reasoning without Chain-of-Thought Generation ↗Kirill Morozov, Liubov Chubarova, Irina Piontkovskaya
  86. FigCaps-HF: A Figure-to-Caption Generative Framework and Benchmark with Human Feedback ↗Ashish Singh, Ashutosh Singh, Prateek Agarwal et al.
  87. Financial News as a Proxy of European Central Bank Interest Rate Adjustments ↗Davide Paris, Martina Menzio, Elisabetta Fersini
  88. Fine-tuning AraBert model for arabic sentiment detection ↗Mustapha Jaballah, Dhaou Ghoul, Ammar Mars
  89. Forecasting Online Negativity Spikes with Multilingual Transformers for Strategic Decision-Making ↗Rowan Martnishn, Vishal Green, Varun Kadari et al.
  90. FreeTxt: Analyse and Visualise Multilingual Qualitative Survey Data for Cultural Heritage Sites ↗Nouran Khallaf, Ignatius Ezeani, Dawn Knight et al.
  91. From Courtroom to Corpora: Building a Name Entity Corpus for Urdu Legal Texts ↗Adeel Zafar, Sohail Ashraf, Slawomir Nowaczyk
  92. From Posts to Predictions: A User-Aware Framework for Faithful and Transparent Detection of Mental Health Risks on Social Media ↗Hessam Amini, Leila Kosseim
  93. From the Tractatus Logico-Philosophicus to Later Wittgenstein: An NLP-Based Comparative Analysis ↗Andreiana Mihail, Silviu-Florin Gheorghe, Andrei Fotea et al.
  94. Fusion of Object-Centric and Linguistic Features for Domain-Adapted Multimodal Learning ↗Jordan Konstantinov Kralev
  95. GPT-Based Lexical Simplification for Multi-Word Expressions Using Prompt Engineering ↗Sardar Khan Khayamkhani, Matthew Shardlow
  96. GRILE: A Benchmark for Grammar Reasoning and Explanation in Romanian LLMs ↗Marius Dumitran, Angela Dumitran, Alexandra Mihaela Danila
  97. Generating and Analyzing Disfluency in a Code-Mixed Setting ↗Aryan Paul, Tapabrata Mondal, Dipankar Das et al.
  98. Graph-based RAG for Low-Resource Aromanian–Romanian Translation ↗Laurentiu G. Ghetoiu, Sergiu Nisioi
  99. Harnessing Open-Source LLMs for Tender Named Entity Recognition ↗Asim Abbas, Venelin Kovatchev, Mark Lee et al.
  100. HoloBERT: Pre-Trained Transformer Model for Historical Narratives ↗Isuri Anuradha, Le An Ha, Ruslan Mitkov

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