🧑‍🔬 Who cites Philip H. S. Torr

549 citations of their works from 527 papers of our library (of the 149,439 whose bibliographies we read) · 74 with a page here, the most cited first · ← Philip H. S. Torr

1. Pre-train, Prompt, and Predict: A Systematic Survey of Prompting Methods in Natural Language ProcessingACM Computing SurveysPengfei Liu, Weizhe Yuan, Jinlan Fu, et al.2021 · 5,423 citations
2. GPT-4o System CardarXiv:2410.21276OpenAI, Aaron Hurst, Adam Lerer, et al.2024 · 2,304 citations
3. Flamingo: a Visual Language Model for Few-Shot LearningarXiv:2204.14198Jean-Baptiste Alayrac, Jeff Donahue, Pauline Luc, et al.2022 · 2,246 citations
4. Learning multiple visual domains with residual adaptersarXiv:1705.08045Sylvestre-Alvise Rebuffi, Hakan Bilen, Andrea Vedaldi2017 · 694 citations
5. Challenges and Applications of Large Language ModelsarXiv:2307.10169Jean Kaddour, Joshua Harris, Maximilian Mozes, et al.2023 · 301 citations
6. Perceiver: General Perception with Iterative AttentionarXiv:2103.03206Andrew Jaegle, Felix Gimeno, Andrew Brock, et al.2021 · 269 citations
7. Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language ModelsarXiv:2308.16149Neha Sengupta, Sunil Kumar Sahu, Bokang Jia, et al.2023 · 218 citations
8. Knowledge Conflicts for LLMs: A SurveyConference on Empirical Methods in Natural Language Processing (EMNLP)Rongwu Xu, Zehan Qi, Zhijiang Guo, et al.2024 · 182 citations
9. Do All Languages Cost the Same? Tokenization in the Era of Commercial Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP)Orevaoghene Ahia, Sachin Kumar, Hila Gonen, et al.2023 · 174 citations
10. Weak-to-Strong Generalization: Eliciting Strong Capabilities With Weak SupervisionarXiv:2312.09390Collin Burns, Pavel Izmailov, Jan Hendrik Kirchner, et al.2023 · 172 citations
11. Tokenizer Choice For LLM Training: Negligible or Crucial?Findings of the Association for Computational LinguisticsMehdi Ali, Michael Fromm, Klaudia Thellmann, et al.2024 · 104 citations
12. Culturally Aware and Adapted NLP: A Taxonomy and a Survey of the State of the ArtTransactions of the Association for Computational Linguistics (TACL)Chen Cecilia Liu, Iryna Gurevych, Anna Korhonen2025 · 90 citations
13. Bias in Large Language Models: Origin, Evaluation, and MitigationElectronicsYufei Guo, Muzhe Guo, Juntao Su, et al.2024 · 58 citations
14. Why do language models perform worse for morphologically complex languages?International Conference on Computational Linguistics (COLING)Catherine Arnett, Benjamin Bergen2025 · 53 citations
15. HyperCLOVA X Technical ReportarXiv:2404.01954Kang Min Yoo, Jaegeun Han, Sookyo In, et al.2024 · 44 citations
16. MYTE: Morphology-Driven Byte Encoding for Better and Fairer Multilingual Language ModelingAnnual Meeting of the Association for Computational Linguistics (ACL)Tomasz Limisiewicz, Terra Blevins, Hila Gonen, et al.2024 · 30 citations
17. Efficient and Effective Vocabulary Expansion Towards Multilingual Large Language ModelsarXiv:2402.14714Seungduk Kim, Seungtaek Choi, Myeongho Jeong2024 · 29 citations
18. Middle-Layer Representation Alignment for Cross-Lingual Transfer in Fine-Tuned LLMsAnnual Meeting of the Association for Computational Linguistics (ACL)Danni Liu, Jan Niehues2025 · 23 citations
19. Language Model Alignment in Multilingual Trolley ProblemsarXiv:2407.02273Zhijing Jin, Max Kleiman-Weiner, Giorgio Piatti, et al.2024 · 23 citations
20. MAGNET: Improving the Multilingual Fairness of Language Models with Adaptive Gradient-Based TokenizationConference on Neural Information Processing Systems (NeurIPS)Orevaoghene Ahia, Sachin Kumar, Hila Gonen, et al.2024 · 19 citations
21. AttnPO: Attention-Guided Process Supervision for Efficient ReasoningAnnual Meeting of the Association for Computational Linguistics (ACL)Shuaiyi Nie, Dingsiyu, Wenyuan Zhang, et al.2026 · 18 citations
22. Towards Holistic Evaluation of Large Audio-Language Models: A Comprehensive SurveyConference on Empirical Methods in Natural Language Processing (EMNLP)Chih-Kai Yang, Neo S. Ho, Hung-yi Lee2025 · 17 citations
23. Adapting LLMs to Hebrew: Unveiling DictaLM 2.0 with Enhanced Vocabulary and Instruction CapabilitiesShaltiel Shmidman, Avi Shmidman, Amir DN Cohen, et al.2024 · 15 citations
24. Less, but Better: Efficient Multilingual Expansion for LLMs via Layer-wise Mixture-of-ExpertsAnnual Meeting of the Association for Computational Linguistics (ACL)Xue Zhang, Yunlong Liang, Fandong Meng, et al.2025 · 13 citations
25. Parity-Aware Byte-Pair Encoding: Improving Cross-lingual Fairness in TokenizationAnnual Meeting of the Association for Computational Linguistics (ACL)Negar Foroutan, Clara Meister, Debjit Paul, et al.2026 · 12 citations
26. The Token Tax: Systematic Bias in Multilingual TokenizationWorkshop on African Natural Language ProcessingJessica M. Lundin, Ada Zhang, Nihal Karim, et al.2025 · 12 citations
27. How Can We Effectively Expand the Vocabulary of LLMs with 0.01GB of Target Language Text?Computational LinguisticsAtsuki Yamaguchi, Aline Villavicencio, Nikolaos Aletras2026 · 11 citations
28. Understanding LLM Reasoning for Abstractive SummarizationFindings of the Association for Computational LinguisticsHaohan Yuan, Haopeng Zhang2026 · 11 citations
29. Egalitarian Language Representation in Language Models: It All Begins with TokenizersInternational Conference on Computational Linguistics (COLING)Menan Velayuthan, Kengatharaiyer Sarveswaran2025 · 11 citations
30. How well can LLMs Grade Essays in Arabic?arXiv:2501.16516Rayed Ghazawi, Edwin Simpson2025 · 11 citations
31. EvoScientist: Towards Multi-Agent Evolving AI Scientists for End-to-End Scientific DiscoveryarXiv:2603.08127Yougang Lyu, Xi Zhang, Xinhao Yi, et al.2026 · 10 citations
32. Language Adaptation of Large Language Models: An Empirical Study on LLaMA2International Conference on Computational Linguistics (COLING)Shumin Wang, Yuexiang Xie, Bolin Ding, et al.2025 · 7 citations
33. Minimal Pair-Based Evaluation of Code-SwitchingAnnual Meeting of the Association for Computational Linguistics (ACL)Igor Sterner, Simone Teufel2025 · 6 citations
34. HebDB: a Weakly Supervised Dataset for Hebrew Speech ProcessingArnon Turetzky, Or Tal, Yael Segal-Feldman, et al.2024 · 6 citations
35. BILLY: Steering Large Language Models via Merging Persona Vectors for Creative GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL)Tsung-Min Pai, Jui-I Wang, Li-Chun Lu, et al.2026 · 4 citations
36. Do Diacritics Matter? Evaluating the Impact of Arabic Diacritics on Tokenization and LLM BenchmarksGo Inoue, Bashar Alhafni, Nizar Habash, et al.2026 · 4 citations
37. NovBench: Evaluating Large Language Models on Academic Paper Novelty AssessmentFindings of the Association for Computational LinguisticsWenqing Wu, Yi Zhao, Yuzhuo Wang, et al.2026 · 4 citations
38. Teaching Old Tokenizers New Words: Efficient Tokenizer Adaptation for Pretrained ModelsFindings of the Association for Computational LinguisticsTaido Purason, Pavel Chizhov, Ivan P. Yamshchikov, et al.2026 · 4 citations
39. Tokenisation is NP-CompleteAnnual Meeting of the Association for Computational Linguistics (ACL)Philip Whittington, Gregor Bachmann, Tiago Pimentel2025 · 4 citations
40. FLEXITOKENS: Flexible Tokenization for Evolving Language ModelsFindings of the Association for Computational LinguisticsAbraham Toluwase Owodunni, Orevaoghene Ahia, Sachin Kumar2026 · 3 citations
41. SSSD: Simply-Scalable Speculative DecodingAnnual Meeting of the Association for Computational Linguistics (ACL)Michele Marzollo, Jiawei Zhuang, Niklas Roemer, et al.2026 · 3 citations
42. The Tokenizer Tax Across 25 European Languages: Domain Invariance, Cross-Lingual Few-Shot Effects, and the Ukrainian PenaltyarXiv:2605.24718Volodymyr Ovcharov2026 · 3 citations
43. AraModernBERT: Transtokenized Initialization and Long-Context Encoder Modeling for ArabicWorkshop on NLP for Languages Using Arabic ScriptOmar Elshehy, Omer Nacar, Abdelbasset Djamai, et al.2026 · 2 citations
44. Red-Bandit: Test-Time Adaptation for LLM Red-Teaming via Bandit-Guided LoRA ExpertsAnnual Meeting of the Association for Computational Linguistics (ACL)Christos Ziakas, Nicholas Loo, Nishita Jain, et al.2026 · 2 citations
45. T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and PlaygroundConference of the European Chapter of the Association for Computational Linguistics (EACL)Dmitrii Stoianov, Danil Taranets, Olga Tsymboi, et al.2026 · 2 citations
46. HNK@DravidianLangTech 2026: Investigating Grapheme-Level Normalization for Abusive Tamil Text ClassificationWorkshop on Speech, Vision, and Language Technologies for Dravidian LanguagesHanish Vigneshwar R, Nahul Alaguraj, Karthikeyan Manimaran, et al.2026 · 1 citation
47. Is This Idea Novel? An Automated Benchmark for Judgment of Research IdeasLanguage Resources and Evaluation Conference (LREC)Tim Schopf, Michael Färber2026 · 1 citation
48. Morphemes Without Borders: Evaluating Root-Pattern Morphology in Arabic Tokenizers and LLMsarXiv:2603.15773Yara Alakeel, Chatrine Qwaider, Hanan Aldarmaki, et al.2026 · 1 citation
49. Morphemes without Borders: Evaluating Root–Pattern Morphology in Arabic Tokenizers and LLMsYara Yousif Alakeel, Chatrine Qwaider, Hanan Aldarmaki, et al.2026 · 1 citation
50. On Safety Risks in Experience-Driven Self-Evolving AgentsFindings of the Association for Computational LinguisticsWeixiang Zhao, Yichen Zhang, Yingshuo Wang, et al.2026 · 1 citation
51. Representation-Aware Prompting for Zero-Shot Marathi Text Classification: IPA, Romanization, RepetitionWorkshop on Language Models for Low-Resource LanguagesVan-Hien Tran, Huy Hien Vu, Hideki Tanaka, et al.2026 · 1 citation
52. Vocab Diet: Reshaping the Vocabulary of LLMs via Vector ArithmeticFindings of the Association for Computational LinguisticsYuval Reif, Guy Kaplan, Roy Schwartz2026 · 1 citation
53. When Helpers Become Hazards: A Benchmark for Analyzing Multimodal LLM-Powered Safety in Daily LifeFindings of the Association for Computational LinguisticsXinyue Lou, Xu Jinan, Jingyi Yin, et al.2026 · 1 citation
54. Afrispeech Semantics: Evaluating Audio–Semantic Reasoning in Spoken Language Models Across Domains and AccentsFindings of the Association for Computational LinguisticsChibuzor Okocha, Christan Grant2026
55. AI-TraLow: AI-Driven Translation for Low-Resource Languages and CulturesLANLP: Bridging Ibero and Latin American NLP CommunitiesAntoni Oliver, Maite Melero, Felipe Sanchez-Martinez, et al.2026
56. Bringing Mapudungun into the Modern MT Ecosystem: Morphology-Aware Tokenization for NLLB-200 Fine-TuningWorkshop on NLP for Indigenous Languages of the Americas (AmericasNLP)Isaac Thompson, Brandon Rogers, Eric Ringger2026
57. Expanding the Lexicon of Ge'ez Based African Languages: A Comparative Study of Amharic and TigrinyaHailay Kidu Teklehaymanot, Debela Desalegn Yadeta, Wolfgang Nejdl2026
58. Feedback-Aware Prompt Optimization Framework for Generating Job PostingsConference of the European Chapter of the Association for Computational Linguistics (EACL)Suraj Maharjan, Ainur Yessenalina, Srinivasan H. Sengamedu2026
59. Global vs. Local Sentence Embeddings for Brazilian Portuguese: Revisiting Monolingual Models in the Age of Foundation ModelsInternational Conference on Computational Processing of PortugueseMatheus Peixoto, Guilherme Silva, Giacomo Figueredo, et al.2026
60. How Does "English (US)" Become the Default? Triangulating Structural Bias Towards American English Across the LLM PipelinearXiv:2604.04204Mir Tafseer Nayeem, Davood Rafiei2026
61. LGSE: Lexically Grounded Subword Embedding Initialization for Low-Resource Language AdaptationLanguage Resources and Evaluation Conference (LREC)Hailay Kidu Teklehaymanot, Dren Fazlija, Wolfgang Nejdl2026
62. Mitigating Tokenization-Induced Distance Distortion in Long-Context Multilingual Machine TranslationAnnual Meeting of the Association for Computational Linguistics (ACL)Khotso Selialia, Antoine Nzeyimana, Fatima M. Anwar2026
63. mmPISA-bench: Do LLMs Reason Equally Well Across 43 Languages?Workshop on Multilinguality in the Era of Large Language ModelsYerzhan Sapenov, Jaromir Savelka2026
64. MUTANT: A Recipe for Multilingual Tokenizer DesignAnnual Meeting of the Association for Computational Linguistics (ACL)Souvik Rana, Ashish Kulkarni, Arul Menezes, et al.2026
65. 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
66. Position: Biomedical NLP Demands Specialization, Not GeneralizationWorkshop on Linguistic Analysis for HealthToushik Wasi, Azmine2026
67. Reclaiming African Voices: Surveying Indigenous Writing Systems for Inclusive NLPResources for African Indigenous Languages (RAIL) @ LRECMamady Traore, Ngoc Tan Le, Fatiha Sadat2026
68. TamilTok: Morphologically-Informed Tokenization for TamilWorkshop on Speech, Vision, and Language Technologies for Dravidian LanguagesSurendhar Muthukumar, Aaricia Herygers, Lisa Beinborn2026
69. Teaching Language Models to Forecast Research Success Through Comparative Idea EvaluationFindings of the Association for Computational LinguisticsSrujan P Mule, Aniketh Garikaparthi, Manasi Patwardhan2026
70. The African Language Tax: Quantifying the Cost, Latency, and Context Penalty of Tokenizing African Languages in Frontier LLMsarXiv:2606.24460Olaoye Anthony Somide2026
71. The Algorithmic Unconscious: Structural Mechanisms and Implicit Biases in Large Language ModelsarXiv:2602.18468Philippe Boisnard2026
72. The Limits of Data Scaling: Sub-token Utilization and Acoustic Saturation in Multilingual ASRLanguage Resources and Evaluation Conference (LREC)Siyu Liang, Nicolas Ballier, Gina-Anne Levow, et al.2026
73. TokCollate: A Comprehensive Tool for Tokenizer Evaluation and Visualization across LanguagesAnnual Meeting of the Association for Computational Linguistics (ACL)Dušan Variš, Abishek Stephen, Jindřich Libovický2026
74. Social Perceptions of English Spelling Variation on Twitter: A Comparative Analysis of Human and LLM ResponsesarXiv:2511.23041Dong Nguyen, Laura Rosseel2025

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