🧑‍🔬 Who cites Daniele Mazzotta

367 citations of their works from 366 papers of our library (of the 149,439 whose bibliographies we read) · 87 with a page here, the most cited first · ← Daniele Mazzotta

1. The Llama 3 Herd of ModelsarXiv:2407.21783Aaron Grattafiori, Abhimanyu Dubey, Abhinav Jauhri, et al.2024 · 7,682 citations
2. LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Yaowei Zheng, Richong Zhang, Junhao Zhang, et al.2024 · 1,048 citations
3. BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical DomainsFindings of the Association for Computational LinguisticsYanis Labrak, Adrien Bazoge, Emmanuel Morin, et al.2024 · 409 citations
4. The Power of Noise: Redefining Retrieval for RAG SystemsInternational ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)Florin Cuconasu, Giovanni Trappolini, Federico Siciliano, et al.2024 · 312 citations
5. InternLM2 Technical ReportarXiv:2403.17297Zheng Cai, Maosong Cao, Haojiong Chen, et al.2024 · 301 citations
6. MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training StrategiesarXiv:2404.06395Shengding Hu, Yuge Tu, Xu Han, et al.2024 · 269 citations
7. RedPajama: an Open Dataset for Training Large Language ModelsConference on Neural Information Processing Systems (NeurIPS)Maurice Weber, Daniel Fu, Quentin Anthony, et al.2024 · 260 citations
8. Measuring Multimodal Mathematical Reasoning with MATH-Vision DatasetConference on Neural Information Processing Systems (NeurIPS)Ke Wang, Junting Pan, Weikang Shi, et al.2024 · 203 citations
9. DataComp-LM: In search of the next generation of training sets for language modelsConference on Neural Information Processing Systems (NeurIPS)Jeffrey Li, Alex Fang, Georgios Smyrnis, et al.2024 · 191 citations
10. SmolLM2: When Smol Goes Big — Data-Centric Training of a Small Language ModelarXiv:2502.02737Loubna Ben Allal, Anton Lozhkov, Elie Bakouch, et al.2025 · 181 citations
11. Moshi: a speech-text foundation model for real-time dialoguearXiv:2410.00037Alexandre Defossez, Laurent Mazare, Manu Orsini, et al.2024 · 157 citations
12. QuIP#: Even Better LLM Quantization with Hadamard Incoherence and Lattice CodebooksarXiv:2402.04396Albert Tseng, Jerry Chee, Qingyao Sun, et al.2024 · 117 citations
13. DistiLLM: Towards Streamlined Distillation for Large Language ModelsarXiv:2402.03898Jongwoo Ko, Sungnyun Kim, Tianyi Chen, et al.2024 · 112 citations
14. RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text DetectorsAnnual Meeting of the Association for Computational Linguistics (ACL)Liam Dugan, Alyssa Hwang, Filip Trhlík, et al.2024 · 110 citations
15. A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and RecommendationsConference on Empirical Methods in Natural Language Processing (EMNLP)Md Tahmid Rahman Laskar, Sawsan Alqahtani, M Saiful Bari, et al.2024 · 105 citations
16. FineWeb2: One Pipeline to Scale Them All — Adapting Pre-Training Data Processing to Every LanguagearXiv:2506.20920Guilherme Penedo, Hynek Kydliček, Vinko Sabolčec, et al.2025 · 99 citations
17. Benchmarking Large Language Models on Answering and Explaining Challenging Medical QuestionsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Hanjie Chen, Zhouxiang Fang, Yash Singla, et al.2025 · 75 citations
18. Instruction Pre-Training: Language Models are Supervised Multitask LearnersConference on Empirical Methods in Natural Language Processing (EMNLP)Daixuan Cheng, Yuxian Gu, Shaohan Huang, et al.2024 · 59 citations
19. IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Mohammed Safi Ur Rahman Khan, Priyam Mehta, Ananth Sankar, et al.2024 · 48 citations
20. Getting the most out of your tokenizer for pre-training and domain adaptationarXiv:2402.01035Gautier Dagan, Gabriel Synnaeve, Baptiste Roziere2024 · 47 citations
21. Scaling Laws with Vocabulary: Larger Models Deserve Larger VocabulariesarXiv:2407.13623Chaofan Tao, Qian Liu, Longxu Dou, et al.2024 · 46 citations
22. HyperCLOVA X Technical ReportarXiv:2404.01954Kang Min Yoo, Jaegeun Han, Sookyo In, et al.2024 · 44 citations
23. Observational Scaling Laws and the Predictability of Language Model PerformancearXiv:2405.10938Yangjun Ruan, Chris J. Maddison, Tatsunori Hashimoto2024 · 40 citations
24. Towards Cross-Tokenizer Distillation: the Universal Logit Distillation Loss for LLMsarXiv:2402.12030 · Transactions on Machine Learning Research, January 2025Nicolas Boizard, Kevin El Haddad, Celine Hudelot, et al.2024 · 35 citations
25. Benchmarking Linguistic Diversity of Large Language ModelsTransactions of the Association for Computational Linguistics (TACL)Yanzhu Guo, Guokan Shang, Chloé Clavel2025 · 32 citations
26. QIAS 2025: Overview of the Shared Task on Islamic Inheritance Reasoning and Knowledge AssessmentArabic Natural Language Processing Conference (ArabicNLP)Abdessalam Bouchekif, Samer Rashwani, Emad Soliman Ali Mohamed, et al.2025 · 32 citations
27. Assessing Large Language Models on Islamic Legal Reasoning: Evidence from Inheritance Law EvaluationArabic Natural Language Processing Conference (ArabicNLP)Abdessalam Bouchekif, Samer Rashwani, Heba Sbahi, et al.2025 · 31 citations
28. CIDAR: Culturally Relevant Instruction Dataset For ArabicFindings of the Association for Computational LinguisticsZaid Alyafeai, Khalid Almubarak, Ahmed Ashraf, et al.2024 · 30 citations
29. Efficient and Effective Vocabulary Expansion Towards Multilingual Large Language ModelsarXiv:2402.14714Seungduk Kim, Seungtaek Choi, Myeongho Jeong2024 · 29 citations
30. Log Probabilities Are a Reliable Estimate of Semantic Plausibility in Base and Instruction-Tuned Language ModelsarXiv:2403.14859Carina Kauf, Emmanuele Chersoni, Alessandro Lenci, et al.2024 · 29 citations
31. Investigating Hallucinations in Pruned Large Language Models for Abstractive SummarizationTransactions of the Association for Computational Linguistics (TACL)George Chrysostomou, Zhixue Zhao, Miles Williams, et al.2024 · 27 citations
32. IberoBench: A Benchmark for LLM Evaluation in Iberian LanguagesInternational Conference on Computational Linguistics (COLING)Irene Baucells, Javier Aula-Blasco, Iria de-Dios-Flores, et al.2025 · 24 citations
33. Arabic Dataset for LLM Safeguard EvaluationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Yasser Ashraf, Yuxia Wang, Bin Gu, et al.2025 · 22 citations
34. HALoGEN: Fantastic LLM Hallucinations and Where to Find ThemAnnual Meeting of the Association for Computational Linguistics (ACL)Abhilasha Ravichander, Shrusti Ghela, David Wadden, et al.2025 · 22 citations
35. Personality Alignment of Large Language ModelsarXiv:2408.11779Minjun Zhu, Yixuan Weng, Linyi Yang, et al.2024 · 21 citations
36. Command R7B Arabic: a small, enterprise-focused, multilingual, and culturally aware Arabic LLMWorkshop on African Natural Language ProcessingYazeed Alnumay, Alexandre Barbet, Anna Bialas, et al.2025 · 18 citations
37. CamelEval: Advancing Culturally Aligned Arabic Language Models and BenchmarksarXiv:2409.12623Zhaozhi Qian, Faroq Altam, Muhammad Alqurishi, et al.2024 · 18 citations
38. VinaLLaMA: LLaMA-based Vietnamese Foundation ModelarXiv:2312.11011Quan Nguyen, Huy Pham, Dung Dao2023 · 16 citations
39. Jais 2: A Family of Arabic-Centric Open Large Language ModelsarXiv:2608.13580Mohamed Anwar, Abed Alhakim Freihat, George Ibrahim, et al.2026 · 14 citations
40. BALSAM: A Platform for Benchmarking Arabic Large Language ModelsArabic Natural Language Processing Conference (ArabicNLP)Rawan Al-Matham, Kareem Darwish, Raghad Al-Rasheed, et al.2025 · 14 citations
41. Skywork-Math: Data Scaling Laws for Mathematical Reasoning in Large Language Models — The Story Goes OnarXiv:2407.08348Liang Zeng, Liangjun Zhong, Liang Zhao, et al.2024 · 14 citations
42. QU-NLP at QIAS 2025 Shared Task: A Two-Phase LLM Fine-Tuning and Retrieval-Augmented Generation Approach for Islamic Inheritance ReasoningArabic Natural Language Processing Conference (ArabicNLP)Mohammad AL-Smadi2025 · 10 citations
43. Why do small language models underperform? Studying Language Model Saturation via the Softmax BottleneckarXiv:2404.07647Nathan Godey, Eric de la Clergerie, Benoit Sagot2024 · 9 citations
44. Culturally-Nuanced Story Generation for Reasoning in Low-Resource Languages: The Case of Javanese and SundaneseWorkshop on Multilingual Representation LearningSalsabila Zahirah Pranida, Rifo Ahmad Genadi, Fajri Koto2025 · 8 citations
45. Evaluating Arabic Large Language Models: A Survey of Benchmarks, Methods, and GapsarXiv:2510.13430Ahmed Alzubaidi, Shaikha Alsuwaidi, Basma El Amel Boussaha, et al.2025 · 8 citations
46. From Guidelines to Practice: A New Paradigm for Arabic Language Model EvaluationarXiv:2506.01920Serry Sibaee, Omer Nacar, Adel Ammar, et al.2025 · 8 citations
47. NYUAD at QIAS Shared Task: Benchmarking the Legal Reasoning of LLMs in Arabic Islamic Inheritance CasesArabic Natural Language Processing Conference (ArabicNLP)Nouar AlDahoul, Yasir Zaki2025 · 7 citations
48. Arabic Stable LM: Adapting Stable LM 2 1.6B to ArabicarXiv:2412.04277Zaid Alyafeai, Michael Pieler, Hannah Teufel, et al.2024 · 6 citations
49. Give me a hint: Can LLMs take a hint to solve math problems?arXiv:2410.05915Vansh Agrawal, Pratham Singla, Amitoj Singh Miglani, et al.2024 · 6 citations
50. Hala Technical Report Building Arabic-Centric Instruction & Translation Models at ScaleWorkshop on NLP for Languages Using Arabic ScriptHasan Abed Al Kader Hammoud, Mohamad Bilal Zbib, Bernard Ghanem2026 · 5 citations
51. Paramanu: Compact and Competitive Monolingual Language Models for Low-Resource Morphologically Rich Indian LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Mitodru Niyogi, Eric Gaussier, Arnab Bhattacharya2026 · 5 citations
52. Mechanisms vs. Outcomes: Probing for Syntax Fails to Explain Performance on Targeted Syntactic EvaluationsConference on Empirical Methods in Natural Language Processing (EMNLP)Ananth Agarwal, Jasper Jian, Christopher D Manning, et al.2025 · 4 citations
53. The Landscape of Arabic Large Language Models (ALLMs): A New Era for Arabic Language TechnologyarXiv:2506.01340Shahad Al-Khalifa; Nadir Durrani; Hend Al-Khalifa;, Firoj Alam2025 · 4 citations
54. GemmAr: Enhancing LLMs Through Arabic Instruction-TuningarXiv:2407.02147Hasna Chouikhi, Manel Aloui, Cyrine Ben Hammou, et al.2024 · 4 citations
55. HAMiSoN-Generative at ClimateActivism 2024: Stance Detection using generative large language modelsWorkshop on Challenges and Applications of Automated Extraction of Socio-political Events from TextJesus M. Fraile-Hernandez, Anselmo Peñas2024 · 4 citations
56. rematchka at ArabicNLU2024: Evaluating Large Language Models for Arabic Word Sense and Location Sense DisambiguationArabic Natural Language Processing Conference (ArabicNLP)Reem Abdel-Salam2024 · 4 citations
57. AraLingBench: A Human-Annotated Benchmark for Evaluating Arabic Linguistic Capabilities of Large Language ModelsWorkshop on NLP for Languages Using Arabic ScriptMohamad Bilal Zbib, Hasan Abed Al Kader Hammoud, Ammar Mohanna, et al.2026 · 3 citations
58. ALARB: An Arabic Legal Argument Reasoning BenchmarkArabic Natural Language Processing Conference (ArabicNLP)Harethah Abu Shairah, Somayah AlHarbi, Abdulaziz AlHussein, et al.2025 · 3 citations
59. NYUAD at AraHealthQA Shared Task: Benchmarking the Medical Understanding and Reasoning of Large Language Models in Arabic Healthcare TasksArabic Natural Language Processing Conference (ArabicNLP)Nouar AlDahoul, Yasir Zaki2025 · 3 citations
60. No Context Needed: Contextual Quandary In Idiomatic Reasoning With Pre-Trained Language ModelsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Kellen Tan Cheng, Suma Bhat2024 · 3 citations
61. Probing Large Language Models for Scalar Adjective Lexical Semantics and Scalar Diversity PragmaticsLanguage Resources and Evaluation Conference (LREC)Fangru Lin, Daniel Altshuler, Janet B. Pierrehumbert2024 · 3 citations
62. A Sovereign, Open-Source Foundation Model for German and EnglisharXiv:2607.09424Soofi-Team: Benedikt Droste, David Fitzek, Ruben Harle, et al.2026 · 2 citations
63. Adapting Falcon3-7B Language Model for Arabic: Methods, Challenges, and OutcomesArabic Natural Language Processing Conference (ArabicNLP)Basma El Amel Boussaha, Mohammed Alyafeai, Ahmed Alzubaidi, et al.2025 · 2 citations
64. Cultura-Arabica: Probing and Enhancing Arabic Cultural Awareness in Large Language Models via LoRAArabic Natural Language Processing Conference (ArabicNLP)Pulkit Chatwal, Santosh Kumar Mishra2025 · 2 citations
65. SEA-Team at QIAS 2025: Enhancing LLMs for Question Answering in Islamic TextsArabic Natural Language Processing Conference (ArabicNLP)Sanaa Alowaidi2025 · 2 citations
66. Hypothesis-only Biases in Large Language Model-Elicited Natural Language InferencearXiv:2410.08996Grace Proebsting, Adam Poliak2024 · 2 citations
67. Talking the Talk Does Not Entail Walking the Walk: On the Limits of Large Language Models in Lexical Entailment RecognitionFindings of the Association for Computational LinguisticsCandida Maria Greco, Lucio La Cava, Andrea Tagarelli2024 · 2 citations
68. Large Language Models for Citation Function ClassificationLanguage Resources and Evaluation Conference (LREC)Daniel Vodička, Pavel Kral, Christophe Cerisara, et al.2026 · 1 citation
69. Spotlights and Blindspots: Evaluating Machine-Generated Text DetectionLanguage Resources and Evaluation Conference (LREC)Kevin Stowe, Kailash Patil2026 · 1 citation
70. AraEval: An Arabic Multi-Task Evaluation Suite for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Alhanoof Althnian, Norah A. Alzahrani, Shaykhah Z. Alsubaie, et al.2025 · 1 citation
71. Biases in Large Language Model-Elicited Text: A Case Study in Natural Language InferenceInternational Conference on Computational Linguistics (COLING)Grace Proebsting, Adam Poliak2025 · 1 citation
72. Evaluation of Large Language Models on Arabic Punctuation PredictionWorkshop on NLP for Languages Using Arabic ScriptAsma Ali Al Wazrah, Afrah Altamimi, Hawra Aljasim, et al.2025 · 1 citation
73. Towards Inclusive NLP: Assessing Compressed Multilingual Transformers across Diverse Language BenchmarksarXiv:2507.19699Maitha Alshehhi, Ahmed Sharshar, Mohsen Guizani2025 · 1 citation
74. DRU at WojoodNER 2024: ICL LLM for Arabic NERArabic Natural Language Processing Conference (ArabicNLP)Nancy Hamdan, Hadi Hamoud, Chadi Abou Chakra, et al.2024 · 1 citation
75. Investigating Persuasion Techniques in Arabic: An Empirical Study Leveraging Large Language ModelsarXiv:2405.12884Abdurahmman Alzahrani, Eyad Babkier, Faisal Yanbaawi, et al.2024 · 1 citation
76. ALPS: A Diagnostic Challenge Set for Arabic Linguistic & Pragmatic ReasoningarXiv:2602.17054Hussein S. Al-Olimat, Ahmad Alshareef2026
77. Detoxification for LLM: From Dataset ItselfAnnual Meeting of the Association for Computational Linguistics (ACL)Wei Shao, Yihang Wang, Gao yu Zhu, et al.2026
78. GhostWriter: Hidden AI-Generated Texts over Multiple Languages, Domains and GeneratorsLanguage Resources and Evaluation Conference (LREC)Manuel Schaaf, Kevin Bönisch, Alexander Mehler2026
79. Grounding Arabic LLMs in the Doha Historical Dictionary: Retrieval-Augmented Understanding of Quran and HaditharXiv:2603.23972Somaya Eltanbouly, Samer Rashwani2026
80. Interpreto: An Explainability Library for TransformersAnnual Meeting of the Association for Computational Linguistics (ACL)Antonin Poché, Thomas Mullor, Gabriele Sarti, et al.2026
81. Mizan: A National Benchmark for Evaluating Large Language Models on Iraqi Arabic and the Iraqi Civic ContextarXiv:2609.13980Nawar S. Alseelawi, Mustafa S. Aljumaily2026
82. Nanda Family: Open-Weights Generative Large Language Models for HindiConference of the European Chapter of the Association for Computational Linguistics (EACL)Aaryamonvikram Singh, Debopriyo Banerjee, Dhruv Sahnan, et al.2026
83. State-of-the-Art Arabic Language Modeling with Sparse MoE Fine-Tuning and Chain-of-Thought DistillationarXiv:2604.06421Navan Preet Singh, Anurag Garikipati, Ahmed Abulkhair, et al.2026
84. Synthetic Text Detection in the Age of Large Language Models: Watermark vs. Automatic DetectionAnnual Meeting of the Association for Computational Linguistics (ACL)Adaku Uchendu2026
85. YallaMorph: A Benchmark for Evaluating Arabic Morphological Generation in Large Language ModelsMahmoud Reda, Salam Khalifa, Reham Marzouk, et al.2026
86. Zero-Shot Detection of LLM-Generated Text using Temperature SensitivityAnnual Meeting of the Association for Computational Linguistics (ACL)Shixuan Ma, Jiahao Li, Zhendong Mao, et al.2026
87. Evaluating the Effectiveness of the Foundational Models for Q&A Classification in Mental Health carearXiv:2406.15966Hassan Alhuzali, Ashwag Alasmari2024

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