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Submissions from 2023

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THINK: Temporal Hypergraph Hyperbolic Network, Shivam Agarwal, Ramit Sawhney, Megh Thakkar, Preslav Nakov, Jiawei Han, and Tyler Derr

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Handling Realistic Label Noise in BERT Text Classification, Maha Tufail Agro and Hanan Al Darmaki

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Diacritic Recognition Performance in Arabic ASR, Hanan Aldarmaki and Ahmad Ghannam

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The CLEF-2023 CheckThat! Lab: Checkworthiness, Subjectivity, Political Bias, Factuality, and Authority, Alberto Barrón-Cedeño, Firoj Alam, Tommaso Caselli, Giovanni Da San Martino, Tamer Elsayed, Andrea Galassi, Fatima Haouari, Federico Ruggeri, Julia Maria Struß, Rabindra Nath Nandi, Gullal S. Cheema, Dilshod Azizov, and Preslav Nakov

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Overview of the CLEF–2023 CheckThat! Lab on Checkworthiness, Subjectivity, Political Bias, Factuality, and Authority of News Articles and Their Source, Alberto Barrón-Cedeño, Firoj Alam, Andrea Galassi, Giovanni Da San Martino, Preslav Nakov, Tamer Elsayed, Dilshod Azizov, Tommaso Caselli, Gullal S. Cheema, Fatima Haouari, Maram Hasanain, Mucahid Kutlu, Chengkai Li, Federico Ruggeri, Julia Maria Struß, and Wajdi Zaghouani

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Ten years after ImageNet: a 360° perspective on artificial intelligence, Sanjay Chawla, Preslav Nakov, Ahmed Ali, Wendy Hall, Issa Khalil, Xiaosong Ma, Husrev Taha Sencar, Ingmar Weber, Michael Wooldridge, and Ting Yu

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How Useful Are Educational Questions Generated by Large Language Models?, Sabina Elkins, Ekaterina Kochmar, Iulian Serban, and Jackie C.K. Cheung

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Fair Enough: Standardizing Evaluation and Model Selection for Fairness Research in NLP, Xudong Han, Timothy Baldwin, and Trevor Cohn

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Yet Another Model for Arabic Dialect Identification, Ajinkya Kulkarni and Hanan Al Darmaki

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Adapting the adapters for code-switching in multilingual ASR, Atharva Kulkarni, Ajinkya Kulkarni, Miguel Couceiro, and Hanan Al Darmaki

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NEREL: a Russian information extraction dataset with rich annotation for nested entities, relations, and wikidata entity links, Natalia Loukachevitch, Ekaterina Artemova, Tatiana Batura, Pavel Braslavski, Vladimir Ivanov, Suresh Manandhar, Alexander Pugachev, Igor Rozhkov, Artem Shelmanov, Elena Tutubalina, and Alexey Yandutov

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On the Effectiveness of Images in Multi-modal Text Classification: An Annotation Study, Chunpeng Ma, Aili Shen, Hiyori Yoshikawa, Tomoya Iwakura, Daniel Beck, and Timothy Baldwin

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The Hidden Dance of Phonemes and Visage: Unveiling the Enigmatic Link between Phonemes and Facial Features, Liao Qu, Xianwei Zou, Xiang Li, Yandong Wen, Rita Singh, and Bhiksha Raj

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Disease progression modelling of Alzheimer's disease using probabilistic principal components analysis, Martin Saint-Jalmes, Victor Fedyashov, Daniel Beck, Timothy Baldwin, Noel G. Faux, Pierrick Bourgeat, Jurgen Fripp, Colin L. Masters, and Benjamin Goudey

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On the effect of dropping layers of pre-trained transformer models, Hassan Sajjad, Fahim Dalvi, Nadir Durrani, and Preslav Nakov

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Can You Answer This? - Exploring Zero-Shot QA Generalization Capabilities in Large Language Models, Saptarshi Sengupta, Shreya Ghosh, Preslav Nakov, and Prasenjit Mitra

What Do You MEME? Generating Explanations for Visual Semantic Role Labelling in Memes, Shivam Sharma, Siddhant Agarwal, Tharun Suresh, Preslav Nakov, Md Shad Akhtar, and Tanmoy Chakraborty

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On the Robustness of Arabic Speech Dialect Identification, Peter Sullivan, Abdel Rahim Elmadany, and Muhammad Abdul-Mageed

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Automating Quality Assessment of Medical Evidence in Systematic Reviews: Model Development and Validation Study, Simon Šuster, Timothy Baldwin, Jey Han Lau, Antonio Jimeno Yepes, David Martinez Iraola, Yulia Otmakhova, and Karin Verspoor

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Analysis of predictive performance and reliability of classifiers for quality assessment of medical evidence revealed important variation by medical area, Simon Šuster, Timothy Baldwin, and Karin Verspoor

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N-Shot Benchmarking of Whisper on Diverse Arabic Speech Recognition, Bashar Talafha, Abdul Waheed, and Muhammad Abdul-Mageed

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ArTST: Arabic Text and Speech Transformer, Hawau Olamide Toyin, Amirbek Djanibekov, Ajinkya Kulkarni, and Hanan Al Darmaki

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Target-Based Offensive Language Identification, Marcos Zampieri, Skye Morgan, Kai North, Tharindu Ranasinghe, Austin Simmons, Paridhi Khandelwal, Sara Rosenthal, and Preslav Nakov

Submissions from 2022

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Advances in Preference-based Reinforcement Learning: A Review, Youssef Abdelkareem, Shady Shehata, and Fakhri Karray

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One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia, Alham Fikri Aji, Genta Indra Winata, Fajri Koto, Samuel Cahyawijaya, Ade Romadhony, Rahmad Mahendra, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Timothy Baldwin, Jey Han Lau, and Sebastian Ruder

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A Survey on Multimodal Disinformation Detection, Firoj Alam, Stefano Cresci, Tanmoy Chakraborty, Fabrizio Silvestri, Dimitar Dimitrov, Giovanni Da San Martino, Shaden Shaar, Hamed Firooz, and Preslav Nakov

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Overview of the WANLP 2022 Shared Task on Propaganda Detection in Arabic, Firoj Alam, Hamdy Mubarak, Wajdi Zaghouani, Giovanni Da San Martino, and Preslav Nakov

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Unsupervised Automatic Speech Recognition: A review, Hanan Aldarmaki, Asad Ullah, Sreepratha Ram, and Nazar Zaki

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What does it take to bake a cake? The RecipeRef corpus and anaphora resolution in procedural text, Biaoyan Fang, Timothy Baldwin, and Karin Verspoor

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The Battlefront of Combating Misinformation and Coping with Media Bias, Yi R. Fung, Kung-Hsiang Huang, Preslav Nakov, and Ji Heng

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PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training, Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, and Xiaoyong Du

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Towards Equal Opportunity Fairness through Adversarial Learning, Xudong Han, Timothy Baldwin, and Trevor Cohn

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fairlib: A Unified Framework for Assessing and Improving Classification Fairness, Xudong Han, Aili Shen, Yitong Li, Lea Frermann, Timothy Baldwin, and Trevor Cohn

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Nonparametric Uncertainty Quantification for Single Deterministic Neural Network, Nikita Kotelevskii, Aleksandr Artemenkov, Kirill Fedyanin, Fedor Noskov, Alexander Fishkov, Artem Shelmanov, Artem Vazhentsev, Aleksandr Petiushko, and Maxim Panov

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Cloze Evaluation for Deeper Understanding of Commonsense Stories in Indonesian, Fajri Koto, Timothy Baldwin, and Jey Han Lau

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Can Pretrained Language Models Generate Persuasive, Faithful, and Informative Ad Text for Product Descriptions?, Fajri Koto, Jey Han Lau, and Timothy Baldwin

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ClArTTS: An Open-Source Classical Arabic Text-to-Speech Corpus, Ajinkya Kulkarni, Atharva Kulkarni, Sara Abedalmon em Mohammad Shatnawi, and Hanan Aldarmaki

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CULG: Commercial Universal Language Generation, Haonan Li, Yameng Huang, Yeyun Gong, Jian Jiao, Ruofei Zhang, Timothy Baldwin, and Nan Duan

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MultiSpanQA: A Dataset for Multi-Span Question Answering, Haonan Li, Maria Vasardani, Martin Tomko, and Timothy Baldwin

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IITD at the WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda Detection, Shubham Mittal and Preslav Nakov

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Overview of the CLEF-2022 CheckThat! Lab Task 1 on Identifying Relevant Claims in Tweets, Preslav Nakov, Alberto Barrón-Cedeño, Giovanni Da San Martino, Firoj Alam, Mucahid Kutlu, Wajdi Zaghouani, Mucahid Kutlu, Wajdi Zaghouani, Chengkai Li, Shaden Shaar, Hamdy Mubarak, and Alex Nikolov

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Overview of the CLEF–2022 CheckThat! Lab on Fighting the COVID-19 Infodemic and Fake News Detection, Preslav Nakov, Alberto Barrón-Cedeño, Giovanni da San Martino, Firoj Alam, Julia Maria Struß, Thomas Mandl, Rubén Míguez, Tommaso Caselli, Mucahid Kutlu, Wajdi Zaghouani, Chengkai Li, Shaden Shaar, Gautam Kishore Shahi, Hamdy Mubarak, Alex Nikolov, Nikolay Babulkov, Yavuz Selim Kartal, Michael Wiegand, Melanie Siegel, and Juliane Köhler

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Overview of the CLEF-2022 CheckThat! Lab Task 2 on Detecting Previously Fact-Checked Claims, Preslav Nakov, Giovanni Da San Martino, Firoj Alam, Shaden Shaar, Hamdy Mubarak, and Nikolay Babulkov

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LED down the rabbit hole: Exploring the potential of global attention for biomedical multi-document summarisation, Yulia Otmakhova, Hung Thinh Truong, Timothy Baldwin, Trevor Cohn, Karin Verspoor, and Jey Han Lau

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GREENER: Graph Neural Networks for News Media Profiling, Panayot Panayotov, Utsav Shukla, Husrev T. Sencar, Mohamed Nabeel, and Preslav Nakov

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Supervised Acoustic Embeddings And Their Transferability Across Languages, Sreepratha Ram and Hanan Aldarmaki

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Assisting the Human Fact-Checkers: Detecting All Previously Fact-Checked Claims in a Document, Shaden Shaar, Nikola Georgiev, Firoj Alam, Giovanni Da San Martino, Aisha Mohamed, and Preslav Nakov

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Detecting and Understanding Harmful Memes: A Survey, Shivam Sharma, Firoj Alam, Md Shad Akhtar, Dimitar Dimitrov, Giovanni Da San Martino, Hamed Firooz, Alon Halevy, Fabrizio Silvestri, Preslav Nakov, and Tanmoy Chakraborty

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Optimising Equal Opportunity Fairness in Model Training, Aili Shen, Xudong Han, Trevor Cohn, Timothy Baldwin, and Lea Frermann

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Improving negation detection with negation-focused pre-training, Hung Thinh Truong, Timothy Baldwin, Trevor Cohn, and Karin Verspoor

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Unsupervised Lexical Substitution with Decontextualised Embeddings, Takashi Wada, Timothy Baldwin, Yuji Matsumoto, and Jey Han Lau

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Predicting Publication of Clinical Trials Using Structured and Unstructured Data: Model Development and Validation Study, Siyang Wang, Simon Šuster, Timothy Baldwin, and Karin Verspoor

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Noisy Label Regularisation for Textual Regression, Yuxia Wang, Timothy Baldwin, and Karin Verspoor

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NusaX: Multilingual Parallel Sentiment Dataset for 10 Indonesian Local Languages, Genta Indra Winata, Alham Fikri Aji, Samuel Cahyawijaya, Rahmad Mahendra, Fajri Koto, Ade Romadhony, Kemal Kurniawan, David Moeljadi, Radityo Eko Prasojo, Pascale Fung, Timothy Baldwin, and Jey Han Lau

Submissions from 2021

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Balancing out Bias: Achieving Fairness Through Balanced Training, Xudong Han, Timothy Baldwin, and Trevor Cohn