vix.ing · top · new · best · stats · spec

Preslav Nakov

  1. A Survey of Confidence Estimation and Calibration in Large Language Models
    2023/11/14 by Jiahui Geng, Geng, Jiahui, Fengyu Cai +9 · 54 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  2. Factuality Challenges in the Era of Large Language Models
    2023/10/08 by Isabelle Augenstein, Timothy Baldwin, Augenstein, Isabelle +33 · 35 citations
    Computer Science · Medicine · Social Sciences · #Topic Modeling #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI
  3. Predicting Factuality of Reporting and Bias of News Media Sources
    2018/10/02 by Ramy Baly, Georgi Karadzhov, Baly, Ramy +7 · 1 voice · 5 citations
    Computer Science · Mathematics · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #cs.IR #cs.LG #stat.ML
  4. On the Risk of Misinformation Pollution with Large Language Models
    2023/05/23 by Yikang Pan, Liangming Pan, Pan, Yikang +9 · 24 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Natural Language Processing Techniques #Topic Modeling
  5. Factuality challenges in the era of large language models and opportunities for fact-checking
    2024/08/22 by Isabelle Augenstein, Timothy Baldwin, Meeyoung Cha +19 · 1 voice · 30 citations
    Computer Science · Social Sciences · #Ethics and Social Impacts of AI #Misinformation and Its Impacts #Topic Modeling
  6. Fact-Checking the Output of Large Language Models via Token-Level Uncertainty Quantification
    2024/03/07 by Ekaterina Fadeeva, Aleksandr Rubashevskii, Fadeeva, Ekaterina +21 · 24 citations
    Computer Science · #Topic Modeling
  7. On the effect of dropping layers of pre-trained transformer models
    2022/07/22 by Hassan Sajjad, Fahim Dalvi, Nadir Durrani +1 · 15 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  8. SemEval-2014 Task 9: Sentiment Analysis in Twitter
    2019/12/02 by Sara Rosenthal, Rosenthal, Sara, Saif M Mohammad +6 · 10 citations
    Computer Science · #68T50 #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.7 #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Sentiment Analysis and Opinion Mining #Spam and Phishing Detection
  9. Fact-Checking Complex Claims with Program-Guided Reasoning
    2023/05/22 by Liangming Pan, Xiaobao Wu, Pan, Liangming +11 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  10. EXAMS: A Multi-Subject High School Examinations Dataset for\n Cross-Lingual and Multilingual Question Answering
    2020/11/05 by Momchil Hardalov, Todor Mihaylov, Hardalov, Momchil +9 · 9 citations
    Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Educational Assessment and Pedagogy
  11. ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic
    2024/02/20 by Fajri Koto, Koto, Fajri, Haonan Li +23 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  12. Factcheck-Bench: Fine-Grained Evaluation Benchmark for Automatic Fact-checkers
    2023/11/15 by Yuxia Wang, Wang, Yuxia, Revanth Gangi Reddy +23 · 14 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Data Quality and Management #Advanced Data Storage Technologies
  13. MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their Targets
    2021/09/11 by Shraman Pramanick, Shivam Sharma, Pramanick, Shraman +9 · 8 citations
    Computer Science · Psychology · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Humor Studies and Applications #Misinformation and Its Impacts #Multimedia (cs.MM)
  14. LLM360: Towards Fully Transparent Open-Source LLMs
    2023/12/11 by Zhengzhong Liu, Liu, Zhengzhong, Aurick Qiao +53 · 11 citations
    Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling
  15. SCITAB: A Challenging Benchmark for Compositional Reasoning and Claim Verification on Scientific Tables
    2023/05/22 by Xinyuan Lu, Lu, Xinyuan, Liangming Pan +7 · 9 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  16. A Survey on Multimodal Disinformation Detection
    2021/03/13 by Firoj Alam, Stefano Cresci, Alam, Firoj +15 · 1 voice · 3 citations
    Computer Science · Social Sciences · #68T50 #Advanced Malware Detection Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #I.2.7 #Machine Learning (cs.LG) #Misinformation and Its Impacts #Multimedia (cs.MM) #Social and Information Networks (cs.SI) #cs.AI #cs.CL #cs.CR #cs.CY #cs.LG #cs.MM #cs.SI
  17. Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models
    2023/08/30 by Neha Sengupta, Sunil Kumar Sahu, Sengupta, Neha +51 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Machine Learning in Healthcare
  18. EXAMS-V: A Multi-Discipline Multilingual Multimodal Exam Benchmark for Evaluating Vision Language Models
    2024/03/15 by Rocktim Jyoti Das, Das, Rocktim Jyoti, Simeon Emilov Hristov +9 · 10 citations
    Psychology · #Language, Metaphor, and Cognition
  19. Multimodality Representation Learning: A Survey on Evolution, Pretraining and Its Applications
    2023/02/01 by Muhammad Arslan Manzoor, Sarah Albarri, Manzoor, Muhammad Arslan +9 · 6 citations
    Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Subtitles and Audiovisual Media
  20. PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training
    2022/11/05 by Zihui Gu, Gu, Zihui, Ju Fan +9 · 5 citations
    Computer Science · #68T50 #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.6 #I.2.7 #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
  21. Recent Advances in Hate Speech Moderation: Multimodality and the Role of Large Models
    2024/01/30 by Ming Shan Hee, Shivam Sharma, Hee, Ming Shan +11 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection
  22. Faking Fake News for Real Fake News Detection: Propaganda-loaded Training Data Generation
    2022/03/10 by Kung-Hsiang Huang, Kathleen McKeown, Huang, Kung-Hsiang +7 · 4 citations
    Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts
  23. A Survey on Predicting the Factuality and the Bias of News Media
    2021/03/16 by Preslav Nakov, Nakov, Preslav, Hüsrev Taha Sencar +5 · 3 citations
    Social Sciences · Computer Science · #Misinformation and Its Impacts #Media Influence and Politics #Spam and Phishing Detection
  24. LLM360 K2: Building a 65B 360-Open-Source Large Language Model from Scratch
    2025/01/13 by Zhengzhong Liu, Liu, Zhengzhong, Bowen Tan +47 · 7 citations
    Computer Science · #Natural Language Processing Techniques
  25. Uncertainty Quantification for LLMs through Minimum Bayes Risk: Bridging Confidence and Consistency
    2025/02/07 by Roman Vashurin, Maiya Goloburda, Vashurin, Roman +9 · 9 citations
    Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems
  26. MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation
    2024/11/26 by Harsh Singh, Rocktim Jyoti Das, Singh, Harsh +7 · 7 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Robotics (cs.RO) #Topic Modeling
  27. Fake News Detectors are Biased against Texts Generated by Large Language Models
    2023/09/15 by Jinyan Su, Terry Yue Zhuo, Su, Jinyan +7 · 1 voice · 3 citations
    Computer Science · Social Sciences · #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Topic Modeling #cs.AI #cs.CL
  28. Missci: Reconstructing Fallacies in Misrepresented Science
    2024/06/05 by Max Glockner, Glockner, Max, Yufang Hou +5 · 5 citations
    Arts and Humanities · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Philosophy and History of Science #Scientific Computing and Data Management #scientometrics and bibliometrics research
  29. Community Moderation and the New Epistemology of Fact Checking on Social Media
    2025/05/26 by Isabelle Augenstein, Michiel Bakker, Augenstein, Isabelle +31 · 2 voices · 6 citations
    Computer Science · #Hate Speech and Cyberbullying Detection
  30. Shaping the Safety Boundaries: Understanding and Defending Against Jailbreaks in Large Language Models
    2024/12/22 by Lang Gao, Gao, Lang, Geng, Jiahui +6 · 5 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #Digital and Cyber Forensics #Ethics and Social Impacts of AI #FOS: Computer and information sciences
  31. Corpus Poisoning via Approximate Greedy Gradient Descent
    2024/06/07 by Jinyan Su, Preslav Nakov, Su, Jinyan +3 · 3 citations
    Computer Science · Neuroscience · #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Information Retrieval (cs.IR) #Text and Document Classification Technologies
  32. Multimodal Large Language Models to Support Real-World Fact-Checking
    2024/03/06 by Jiahui Geng, Yova Kementchedjhieva, Geng, Jiahui +5 · 4 citations
    Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering Research #Topic Modeling
  33. DISARM: Detecting the Victims Targeted by Harmful Memes
    2022/05/11 by Shivam Sharma, Sharma, Shivam, Md Shad Akhtar +5 · 2 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Misinformation and Its Impacts #Multimedia (cs.MM)
  34. Exploring the Limitations of Detecting Machine-Generated Text
    2024/06/16 by Jad Doughman, Doughman, Jad, Osama Mohammed Afzal +9 · 3 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Digital and Cyber Forensics #FOS: Computer and information sciences #Law, AI, and Intellectual Property
  35. Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect
    2024/09/26 by Guokan Shang, Hadi Abdine, Shang, Guokan +21 · 3 citations
    Arts and Humanities · Computer Science · #Language, Linguistics, Cultural Analysis #Natural Language Processing Techniques #Linguistic Studies and Language Acquisition
  36. Characterizing the Entities in Harmful Memes: Who is the Hero, the Villain, the Victim?
    2023/01/26 by Shivam Sharma, Sharma, Shivam, Atharva Kulkarni +11 · 2 citations
    Psychology · Social Sciences · Computer Science · #Humor Studies and Applications #Misinformation and Its Impacts #Sentiment Analysis and Opinion Mining
  37. Grounding Fallacies Misrepresenting Scientific Publications in Evidence
    2024/08/23 by Max Glockner, Glockner, Max, Yufang Hou +5 · 1 voice · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
  38. Aristotle: Mastering Logical Reasoning with A Logic-Complete Decompose-Search-Resolve Framework
    2024/12/22 by Jundong Xu, Xu, Jundong, Fei, Hao +13 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Logic, Reasoning, and Knowledge #Semantic Web and Ontologies
  39. A Template Is All You Meme
    2023/11/11 by Luke Bates, Peter Ebert Christensen, Bates, Luke +5 · 1 voice · 1 citation
    #cs.CL
  40. Con Instruction: Universal Jailbreaking of Multimodal Large Language Models via Non-Textual Modalities
    2025/05/31 by Jiahui Geng, Thy Thy Tran, Geng, Jiahui +5 · 2 citations
    Computer Science · Social Sciences · #Natural Language Processing Techniques #Topic Modeling #Artificial Intelligence in Law
  41. Towards More Robust Retrieval-Augmented Generation: Evaluating RAG Under Adversarial Poisoning Attacks
    2024/12/21 by Jinyan Su, Jin Zhou, Su, Jinyan +7 · 2 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Geophysical Methods and Applications #Anomaly Detection Techniques and Applications
  42. TOP-Training: Target-Oriented Pretraining for Medical Extractive Question Answering
    2023/10/25 by Saptarshi Sengupta, Sengupta, Saptarshi, Connor Heaton +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  43. Adapting Fake News Detection to the Era of Large Language Models
    2023/11/02 by Jinyan Su, Claire Cardie, Su, Jinyan +3 · 1 citation
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Misinformation and Its Impacts #Multimodal Machine Learning Applications #Topic Modeling
  44. Semantic Ranking for Automated Adversarial Technique Annotation in Security Text
    2024/03/25 by Udesh Kumarasinghe, Ahmed Lekssays, Kumarasinghe, Udesh +9 · 1 citation
    Computer Science · #Topic Modeling #Adversarial Robustness in Machine Learning #Natural Language Processing Techniques
  45. Efficient Hallucination Detection for LLMs Using Uncertainty-Aware Attention Heads
    2025/05/26 by Artem Vazhentsev, Vazhentsev, Artem, Lyudmila Rvanova +19 · 3 citations
    Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning and Data Classification
  46. MemeMQA: Multimodal Question Answering for Memes via Rationale-Based Inferencing
    2024/05/18 by Siddhant Agarwal, Agarwal, Siddhant, Shivam Sharma +5 · 1 citation
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Misinformation and Its Impacts #Sentiment Analysis and Opinion Mining
  47. Llama-3-Nanda-10B-Chat: An Open Generative Large Language Model for Hindi
    2025/04/08 by Monojit Choudhury, Choudhury, Monojit, Shivam Chauhan +54 · 2 citations
    Computer Science · Medicine · #Natural Language Processing Techniques #Topic Modeling #Artificial Intelligence in Healthcare and Education
  48. A Fano-Style Accuracy Upper Bound for LLM Single-Pass Reasoning in Multi-Hop QA
    2025/09/25 by Kaiyang Wan, Wan, Kaiyang, Lang Gao +9 · 2 citations
    Computer Science · Engineering · #VLSI and Analog Circuit Testing #Advanced Control Systems Design
  49. DocEdit-v2: Document Structure Editing Via Multimodal LLM Grounding
    2024/10/21 by Manan Suri, Puneet Mathur, Suri, Manan +13 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
  50. Sherkala-Chat: Building a State-of-the-Art LLM for Kazakh in a Moderately Resourced Setting
    2025/03/03 by Fajri Koto, Rituraj Joshi, Koto, Fajri +62 · 1 citation
    Computer Science · #Hate Speech and Cyberbullying Detection
  51. Qorgau: Evaluating LLM Safety in Kazakh-Russian Bilingual Contexts
    2025/02/19 by Maiya Goloburda, Nurkhan Laiyk, Goloburda, Maiya +25 · 1 citation
    Social Sciences · Business, Management and Accounting · #European and International Law Studies #Legal Language and Interpretation #Taxation and Legal Issues
  52. One More Turn, Less Regret: A Regret-Based Multi-Turn Benchmark for LLMs' Clarification Policies
    2026/07/23 by Minh Ngoc Ta, My Anh Tran Nguyen, Duong D. Nguyen +2
    #cs.CL #cs.AI
  53. Overview of FinMMEval 2026 Task 2: Multilingual Financial Short-Answer Question Answering
    2026/07/22 by Zhuohan Xie, Xueqing Peng, Georgi Georgiev +18 · 1 citation
    #cs.CL #cs.AI #cs.CE
  54. Overview of FinMMEval 2026 Task 1: Multilingual Financial Multiple-Choice Question Answering
    2026/07/22 by Zhuohan Xie, Yuyang Dai, Rania Elbadry +18 · 1 citation
    #cs.CL #cs.AI #cs.CE