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Who cites «COMET: A Neural Framework for MT Evaluation»

1167 papers of our library cite it, newest first: found in their bibliographies, which we read ourselves. ← the card

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  1. A Dialectal Corpus for Ukrainian: Collection, Classification, and Standardization — 2026 · Proceedings of the First Workshop on Dialects in NLP –- A Resource Perspective
  2. A Practical Evaluation Method for Long-Form Simultaneous Speech-to-Speech Translation — 2026 · Proceedings of the 23rd International Conference on Spoken Language Translation (IWSLT 2026)
  3. A Rising Tide Lifts All Boats: MTQE Rewards for Idioms Improve General Translation Quality — 2026 · arXiv:2601.06307
  4. AMR Parsing beyond English: An Experiment on Bulgarian, French, Hungarian and Ukrainian — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  5. Adam''s Law: Textual Frequency Law on Large Language Models — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  6. Advancing interdisciplinarity in empirical translation research — 2026 · edited-volume
  7. AfriMTEB and AfriE5: Benchmarking and Adapting Text Embedding Models for African Languages — 2026 · Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
  8. AfriNLLB: Efficient Translation Models for African Languages — 2026 · Proceedings of the 7th Workshop on African Natural Language Processing (AfricaNLP 2026)
  9. Alexandria: A Multi-Domain Dialectal Arabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse LLMs — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  10. An Empirical Study of LLM-as-a-Judge: How Design Choices Impact Evaluation Reliability — 2026 · Proceedings of the Fifth Workshop on Generation, Evaluation and Metrics (GEM)
  11. Ancient Greek to Modern Greek Machine Translation: A Novel Benchmark and Fine-Tuning Experiments on LLMs and NMT Models — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  12. Anton Shpigunov. Improving Domain-Specific Translation from English into Ukrainian with Retrieval-Augmented Generation // UNLP 2026 — 2026 · UNLP 2026
  13. Ara-HOPE: Human-Centric Post-Editing Evaluation for Dialectal Arabic to Modern Standard Arabic Translation — 2026 · Proceedings of the 13th Workshop on NLP for Similar Languages, Varieties and Dialects
  14. Assessing Quality of Experience in Natural Language Generation of German Text — 2026 · arXiv:2608.18888
  15. Assessing and Improving Punctuation Robustness in English-Marathi Machine Translation — 2026 · Proceedings for the Ninth Workshop on Technologies for Machine Translation of Low Resource Languages (LoResMT 2026)
  16. Assessing the Impact of Typological Features on Multilingual Machine Translation in the Age of Large Language Models — 2026 · Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
  17. Attribute-Controlled Translation with Preference Optimization — 2026 · Findings of the Association for Computational Linguistics: EACL 2026
  18. Automated evaluation of LLMs for effective machine translation of Mandarin Chinese to English — 2026 · arXiv:2603.09998
  19. BRIDGE-MT: A Benchmark for Role Interactions and Dependencies in Machine Translation Gender Evaluation — 2026 · Proceedings of the 17th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track)
  20. Benchmarking Arabic--Russian Machine Translation: A Comparison of Fine-tuned NMT and Few-shot LLMs under Rich Morphology and Low Lexical Overlap — 2026 · arXiv:2609.29559
  21. Benchmarking Bengali Dialectal Bias: A Multi-Stage Framework Integrating RAG-Based Translation and Human-Augmented RLAIF — 2026 · arXiv:2603.21359
  22. Benchmarking Large Language Models for Game Localization Quality Assurance: A Cross-Model, Cross-Lingual Analysis — 2026 · Proceedings of the 17th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track)
  23. Benchmarking Machine Translation on Chinese Social Media Texts — 2026 · arXiv:2601.22931
  24. Benchmarking Speech-to-Speech Translation Models — 2026 · arXiv:2606.03241
  25. Beyond Accuracy: A Structured Error Analysis of Multilingual LLMs on Marathi Script Variation and Syntax — 2026 · Proceedings of the 1st Workshop on Multilinguality in the Era of Large Language Models (MeLLM 2026)
  26. Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  27. Beyond Simple Term Injection: Reasoning Models for Legal Translation in a Non-Dominant Language Variety — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
  28. Biases in Translation: Assessing Opinion Distortion in Machine Translated Texts — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  29. Bridging Scientific Heritage: An Arabic--Russian Parallel Corpus and LLM Benchmark for Sustainable Knowledge Transfer — 2026 · arXiv:2606.30943
  30. COILD: An Indic-Centric Parallel Corpus and Benchmark for Machine Translation Across Indian Languages — 2026 · arXiv:2609.28826
  31. CUS-QA: Local-Knowledge-Oriented Open-Ended Question Answering Dataset — 2026 · Transactions of the Association for Computational Linguistics
  32. Can LLMs Translate Italy's Language Varieties? — 2026 · Proceedings for the Ninth Workshop on Technologies for Machine Translation of Low Resource Languages (LoResMT 2026)
  33. Can Multi-agent Help Disambiguation in Multi-domain Translation? — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
  34. Can We Triage LLM Translation Errors in Classical Texts Without Human References? Source Novelty, GEMBA Scoring, and Budgeted Review through Pali-to-English Translation — 2026 · arXiv:2609.14963
  35. Cascaded Modular or End-to-End? : An Investigation on Speech-to-Speech Translation Task for Dravidian Languages — 2026 · Proceedings of the Sixth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages
  36. CoTERM: A Consistency-Oriented Term Metric for MT System Evaluation — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  37. ComplexityMT: Benchmarking the Interaction Between Text Complexity and Machine Translation — 2026 · arXiv:2606.05421
  38. Context-8: A Data Set for Evaluating Context Sensitivity in Machine Translation — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  39. Controlling What You Share: Assessing Language Model Adherence to Privacy Preferences — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
  40. Creativity Bias: How Machine Evaluation Struggles with Creativity in Literary Translations — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
  41. Cultural and Knowledge Biases in LLMs through the Lens of Entity-Aware Machine Translation — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  42. DeepTrans: Deep Reasoning Translation via Reinforcement Learning — 2026 · Transactions of the Association for Computational Linguistics
  43. Degree Zero of Translation: Using Interlinear Baselines to Quantify Translator Intervention — 2026 · Proceedings of the 10th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature 2026
  44. Desarrollo de modelos de TAN para las lenguas románicas de la península ibérica — 2026 · Procesamiento del Lenguaje Natural, Vol. 76 (2026)
  45. Diagnose, Then Repair: A Two-Stage MQM-Guided Post-Editing Framework for Domain-Specific Machine Translation — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 6: Industry Track)
  46. Diagnosing Translated Benchmarks: An Automated Quality Assurance Study of the EU20 Benchmark Suite — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  47. Diversity and Homogenisation in Generative AI Translation: A Comparative Study of English-Dutch Translation Across Domains — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
  48. Do Evaluation Metrics Detect Errors in Classical Chinese to English Translations? — 2026 · arXiv:2608.08283
  49. Dynamic Meta-Metrics: Source-Sentence Conditioned Weighting for MT Evaluation — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)
  50. Early-Exit and Instant Confidence Translation Quality Estimation — 2026 · Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
  51. Embedding Similarity Is Not Quality Estimation: Lessons from Replacing a Dedicated QE Model — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 2)
  52. Evaluating Communicative Success in Machine-Translated Conversation — 2026 · arXiv:2609.19885
  53. Evaluating Extremely Low-Resource Machine Translation: A Comparative Study of ChrF++ and BLEU Metrics — 2026 · arXiv:2602.17425
  54. Evaluating LLM-Based Translation of a Low-Resource Technical Language: The Medical and Philosophical Greek of Galen — 2026 · arXiv:2602.24119
  55. Evaluating Large Language Models for Hausa and Fongbe Machine Translation: Benchmarks, Failures, and Metric Reliability — 2026 · arXiv:2606.22269
  56. Evaluating Machine Translation and Automatic Metrics in Subtitling: A Case Study on Spanish Multiword Expressions — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
  57. Evaluating Multilingual Sentence Embeddings for Translation Error Detection:An English--Greek Contrastive Study — 2026 · arXiv:2608.28776
  58. Evaluating Native-Speaker Preferences on Machine Translation and Post-Edits for Five African Languages — 2026 · Proceedings of the 7th Workshop on African Natural Language Processing (AfricaNLP 2026)
  59. Evaluating Prompt Scope and Demonstration Similarity in Local LLM Machine Translation — 2026 · arXiv:2607.26286
  60. Evaluating Text Style Transfer: A Nine-language Benchmark for Text Detoxification — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  61. Evaluative Judgement in Teaching AI-based Translation: A Class-room Case Study of AI-Mediated Translation and Post-Editing — 2026 · Proceedings of the 1st International Workshop on Teaching AI-Based Translation and Technologies (TAITT 2026)
  62. FairQE: Multi-Agent Framework for Mitigating Gender Bias in Translation Quality Estimation — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  63. FeedTrans: Enhance Machine Translation via Feedback — 2026 · Transactions of the Association for Computational Linguistics
  64. Findings of the BEA 2026 Shared Task on Vocabulary Difficulty Prediction for English Learners — 2026 · Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026)
  65. Fluency and Faithfulness in Human and Machine Literary Translation — 2026 · Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities
  66. From Insight to Action: A Novel Framework for Interpretability-Guided Data Selection in Large Language Models — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  67. From Outliers to Errors: Auditing Pali-to-English LLM Translations with Multi-Reference Adjudication — 2026 · arXiv:2606.01136
  68. From Shijing to English and German: Resources and Evaluation for LLM Translation of Early Chinese Poetry — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
  69. Generation of Instruction and Preference Dataset for Improving Japanese Instruction Following in LLMs — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  70. Hindsight Quality Prediction Experiments in Multi-Candidate Human-Post-Edited Machine Translation — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  71. How close are LLMs to human judgment in assessing machine translation quality? — 2026 · MonTI. Monografías de Traducción e Interpretación
  72. Hurdles of Automatic Metric for Speech Translation Evaluation — 2026 · Proceedings of the 23rd International Conference on Spoken Language Translation (IWSLT 2026)
  73. HydraQE: OSU''s Submission for the IWSLT 2026 Speech Translation Metrics Shared Task — 2026 · Proceedings of the 23rd International Conference on Spoken Language Translation (IWSLT 2026)
  74. IFMTBench: A Comprehensive Benchmark for Multilingual Translation Instruction Following — 2026 · arXiv:2605.28218
  75. IIIT-BGP IWSLT 2026 Systems for Low-resource ST — 2026 · Proceedings of the 23rd International Conference on Spoken Language Translation (IWSLT 2026)
  76. Improving Domain-Specific Translation from English into Ukrainian with Retrieval-Augmented Generation — 2026 · Proceedings of the Fifth Ukrainian Natural Language Processing Conference (UNLP 2026)
  77. Improving Term Evaluation in Machine Translation: Variation Matters — 2026 · Proceedings of the 17th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track)
  78. Improving Visual Sensitivity of LLMs on Multimodal Machine Translation with Metric-based Loss Weighting — 2026 · arXiv:2609.31169
  79. In the Blind: Building Pseudo-References for MT Evaluation — 2026 · arXiv:2609.13611
  80. IndicQE-APE: A Consolidated Benchmark for Quality Estimation and Automatic Post-Editing for Indic Languages — 2026 · arXiv:2608.16344
  81. Irish-BLiMP: A Linguistic Benchmark for Evaluating Human and Language Model Performance in a Low-Resource Setting — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  82. Is Human Annotation Necessary? Iterative MBR Distillation for Error Span Detection in Machine Translation — 2026 · arXiv:2603.12983
  83. Iterative Dual-Model Alignment for Story Evaluation — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  84. JP-TL-Bench: Anchored Pairwise LLM Evaluation for Bidirectional Japanese-English Translation — 2026 · arXiv:2601.00223
  85. KinyCOMET: Automatic Evaluation of Machine Translation Systems for Kinyarwanda–English — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
  86. LQM: Linguistically Motivated Multidimensional Quality Metrics for Machine Translation — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
  87. LocQE: Principled Domain Adaptation for Localisation Quality Estimation by Leveraging Post-Edits — 2026 · arXiv:2609.18720
  88. Losing our Tail, Again: (Un)Natural Selection & Multilingual LLMs — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  89. Lost in Translation: Repurposing semantic similarity benchmarks for evaluating lexical-semantic consistency in LLM-based machine translation — 2026 · Proceedings of the Fourth Workshop on the Role of Resources in the Age of Large Language Models (RESOURCEFUL 2026)
  90. M$^2$PO: Multi-Perspective Multi-Pair Preference Optimization for Machine Translation — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  91. M-GATE: Multilingual Grammar, Accuracy in Translation, and Efficiency Benchmark for Large Language Models — 2026 · arXiv:2608.03803
  92. MQM Re-Annotation: A Technique for Collaborative Evaluation of Machine Translation — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
  93. Machine translation Evaluation Eng-Thai MQM Ranking dataset — 2026 · Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers)
  94. MeSHClass-ES and AnatEM-ES: Open Resources for Spanish Biomedical NLP — 2026 · BioNLP 2026
  95. Meaning Over Morphology: A Multi-Metric Benchmark of LLMs for Bangla Dialect Translation — 2026 · Proceedings of the First Workshop on Dialects in NLP –- A Resource Perspective
  96. Mending the Holes: Mitigating Reward Hacking in Reinforcement Learning for Multilingual Translation — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
  97. MetaDocEval: A Contrastive Framework for Evaluating Machine Translation Metrics at the Document-Level — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
  98. Mimicking Neural Machine Translation History for Pedagogic Reasons — 2026 · Proceedings of the 1st International Workshop on Teaching AI-Based Translation and Technologies (TAITT 2026)
  99. Mitigating Gender Bias in English-Ukrainian Machine Translation Models — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
  100. Modular Neural Machine Translation with a Semantic Pivot - Pilot Study Using AMR — our card · 2026 · Proceedings of the Workshop on Structured Linguistic Data and Evaluation (SLiDE)

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