Who cites «COMET: A Neural Framework for MT Evaluation» · page 2
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- IIIT-BGP IWSLT 2026 Systems for Low-resource ST — 2026 · Proceedings of the 23rd International Conference on Spoken Language Translation (IWSLT 2026)
- Improving Domain-Specific Translation from English into Ukrainian with Retrieval-Augmented Generation — 2026 · Proceedings of the Fifth Ukrainian Natural Language Processing Conference (UNLP 2026)
- Improving Long-Context Translation via Self-Supervised Dual Learning — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Improving Retrieval-Augmented Neural Machine Translation with Monolingual Data — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
- 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)
- Improving Visual Sensitivity of LLMs on Multimodal Machine Translation with Metric-based Loss Weighting — 2026 · arXiv:2609.31169
- In the Blind: Building Pseudo-References for MT Evaluation — 2026 · arXiv:2609.13611
- IndicQE-APE: A Consolidated Benchmark for Quality Estimation and Automatic Post-Editing for Indic Languages — 2026 · arXiv:2608.16344
- 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
- Is Human Annotation Necessary? Iterative MBR Distillation for Error Span Detection in Machine Translation — 2026 · arXiv:2603.12983
- Is a Picture Worth a Thousand Words? Exploration and Implementation Considerations for Visual Context in Translation Workflows — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 2)
- Iterative Dual-Model Alignment for Story Evaluation — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- JP-TL-Bench: Anchored Pairwise LLM Evaluation for Bidirectional Japanese-English Translation — 2026 · arXiv:2601.00223
- KD4MT: A Survey of Knowledge Distillation for Machine Translation — 2026 · arXiv:2602.15845
- KinyCOMET: Automatic Evaluation of Machine Translation Systems for Kinyarwanda–English — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Kumatigi: Quality-Driven Data Augmentation for Low-Resource Machine Translation — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- LCMA-SRT: Language-Conditional Mixture-of-Experts Adapters for Joint Multilingual Speech Recognition and Translation — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- LLM Evaluation in Practice: A Review of Metrics, Practitioner Insights, and Lessons Learned — 2026 · Proceedings of Shaping Multilingual, Multimodal AI for the Social Sciences and Humanities (LLMs4SSH) @ LREC 2026
- LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)
- LQM: Linguistically Motivated Multidimensional Quality Metrics for Machine Translation — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Linguistic Knowledge-Infused Fine-Tuning for Mitigating Gender Bias in Machine Translation — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- LocQE: Principled Domain Adaptation for Localisation Quality Estimation by Leveraging Post-Edits — 2026 · arXiv:2609.18720
- 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)
- 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)
- 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)
- M-GATE: Multilingual Grammar, Accuracy in Translation, and Efficiency Benchmark for Large Language Models — 2026 · arXiv:2608.03803
- M3Kang: Evaluating Multilingual Multimodal Mathematical Reasoning in Vision-Language Models — 2026 · arXiv:2601.16218
- MAPS: A Multilingual Benchmark for Agent Performance and Security — 2026 · Findings of the Association for Computational Linguistics: EACL 2026
- MATCHA: Matching Text via Contrastive Semantic Alignment — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- MCGA: A Multi-task Classical Chinese Literary Genre Audio Corpus — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- 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)
- 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)
- MaitH 1.0: A Parallel Corpus and Baseline for Low-Resource Maithili-Hindi Translation — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- MeSHClass-ES and AnatEM-ES: Open Resources for Spanish Biomedical NLP — 2026 · BioNLP 2026
- 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
- Mending the Holes: Mitigating Reward Hacking in Reinforcement Learning for Multilingual Translation — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- 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)
- Metaphors in Literary Post-Editing: Opening Pandora''s Box? — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
- Mimicking Neural Machine Translation History for Pedagogic Reasons — 2026 · Proceedings of the 1st International Workshop on Teaching AI-Based Translation and Technologies (TAITT 2026)
- 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)
- 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)
- MuBench: Assessment of Multilingual Capabilities of Large Language Models Across 61 Languages — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- Multilingual Communication in the Asylum Context: Evaluating LLM-Based Machine Translation with Fuzzy Match Augmentation and Adaptive NMT across Resource Conditions under Low-Data Constraints — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
- Multilingual Steering by Design: Multilingual Sparse Autoencoders and Principled Layer Selection — 2026 · Proceedings of the 6th Workshop on Trustworthy NLP (TrustNLP 2026)
- NSL-MT: Linguistically Informed Negative Samples for Efficient Machine Translation in African Low-Resource Languages — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- Neural Machine Translation for Coptic-French: Strategies for Low-Resource Ancient Languages — 2026 · Proceedings of the Fourth Workshop on Language Technologies for Historical and Ancient Languages (LT4HALA 2026) @ LREC 2026
- On Temperature-Constrained Non-Deterministic Machine Translation: Potential and Evaluation — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- PaliBench: A Multi-Reference Blueprint for Classical Language Translation Benchmarks — 2026 · arXiv:2605.16881
- ParaCLEAN: Improving Translation Quality through Systematic Parallel Data Cleaning — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Position: Toward a Metric Typology for Language Model Evaluation — 2026 · Proceedings of the Fifth Workshop on Generation, Evaluation and Metrics (GEM)
- Predict and Fix: A Unified Model for Translation Quality Estimation and Post-Editing — 2026 · Proceedings of the 17th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track)
- Professional Translators Versus Quality Estimation Models: Reliability and Agreement in English-Ukrainian Translation Evaluation — 2026 · Proceedings of the Fifth Ukrainian Natural Language Processing Conference (UNLP 2026)
- Propaganda Signals in LLMs: Perspectival Divergence and Narrative Framing in the Russia-Ukraine War — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- Quantifying the Impact of Translation Errors on Multilingual LLM Evaluation — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- R1-T1: Fully Incentivizing Translation Capability in LLMs via Reasoning Learning — 2026 · Transactions of the Association for Computational Linguistics
- Reasoning Before Translation: Enhancing Legal Machine Translation with Structured Reasoning — 2026 · arXiv:2607.19181
- Recovered in Translation: Efficient Pipeline for Automated Translation of Benchmarks and Datasets — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- Redefining Machine Simultaneous Interpretation: From Incremental Translation to Human-Like Strategies — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- Referenceless Evaluation of Machine Translation Models by Ranking Performance in Romanian to English Translate-train Settings — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Register Sensitivity in Scalar MT Evaluation: Evidence from Spanish–Basque Informal Discourse — 2026 · Proceedings of the SIGUL 2026 Joint Workshop with ELE, EURALI, and DCLRL: Towards Inclusivity and Equality: Language Resources and Technologies for Under-Resourced and Endangered Languages
- Remedy-R: Generative Reasoning for Machine Translation Evaluation without Error Annotations — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- Representation Collapse in Machine Translation Through the Lens of Angular Dispersion — 2026 · Findings of the Association for Computational Linguistics: EACL 2026
- Revisiting Metric Reliability for Fine-grained Evaluation of Machine Translation and Summarization in Indian Languages — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Scaling Data-Constrained Language Models with Synthetic Data — 2026 · Findings of the Association for Computational Linguistics: EACL 2026
- Science Across Languages: Assessing LLM Multilingual Translation of Scientific Papers — 2026 · Findings of the Association for Computational Linguistics: EACL 2026
- Scoring the Translation: On Target Automatic Keyword-Based Evaluation of Machine Translation in the Sports Domain — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Semantic Fidelity Versus Literary Quality: A Construct Validity Study of Neural Machine Translation Metrics — 2026 · Proceedings of the Fifth Ukrainian Natural Language Processing Conference (UNLP 2026)
- SemiAdapt: Semi-Supervised and Efficient LoRA-Based Domain Adaptation for Low-Resource Irish Machine Translation with Transformers — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Simul-COMET: A Quality Metric for Simultaneous Interpretation in Distant Language Pair Considering Word Order Difference — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- Sintomas Linguísticos: Geração Aumentada por Recuperação e Raciocínio em LLMs sob a Variação Português-Inglês em Contextos Médicos — 2026 · Proceedings of the 17th International Conference on Computational Processing of Portuguese (PROPOR 2026) - Vol. 1
- SmartMatch: Real-Time Semantic Retrieval for Translation Memory Systems — 2026 · Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 3: System Demonstrations)
- Source-Free MT Evaluation Is Not MT Evaluation — 2026 · arXiv:2608.20925
- Span-Level Machine Translation Meta-Evaluation — 2026 · arXiv:2603.19921
- Speech Translation and Metrics in 2026: Findings of the IWSLT Campaign — 2026 · Proceedings of the 23rd International Conference on Spoken Language Translation (IWSLT 2026)
- Steering Large Language Models for Machine Translation Personalization — 2026 · Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
- SurreyCTS at BEA 2026 Shared Task 1: Semantic Funnelling and Entropy-based Multilingual Lexical Difficulty Prediction — 2026 · Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026)
- Taming CATS: Controllable Automatic Text Simplification through Instruction Fine-Tuning with Control Tokens — 2026 · Proceedings of the Joint Workshop on Readability and Text Simplification (READIxTSAR) @ LREC 2026
- Teaching Machine Translation Technologies with MTUUOC — 2026 · Proceedings of the 1st International Workshop on Teaching AI-Based Translation and Technologies (TAITT 2026)
- Teaching Old Tokenizers New Words: Efficient Tokenizer Adaptation for Pretrained Models — 2026 · Findings of the Association for Computational Linguistics: EACL 2026
- Terminology-Augmented Generation for Intangible Cultural Heritage: A Controlled LLM-Based Translation Framework — 2026 · Proceedings of the 2nd Workshop on Evaluating Text Difficulty in a Multilingual Context (DeTermIt! 2026)
- Terminology-Aware Retrieval-Augmented Knowledge Distillation for Biomedical Neural Machine Translation — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
- Test-Time Scaling of Reasoning Models for Machine Translation — 2026 · Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
- The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- The Challenge of Finding Robust and Efficient Strategies for Training Machine Translation Models with Noisy Data — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
- The GaoYao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- The MaTOS Pipeline for the Translation of Scientific Abstracts on the HAL Platform — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 2)
- Thesis Proposal: Diagnosing and Mitigating Semantic Interference in Script-Sharing Low-Resource Language Models: A Case Study on Square Bai Script — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)
- TigerCoder: A Novel Suite of LLMs for Code Generation in Bangla — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- To Write or to Automate Linguistic Prompts, That Is the Question — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
- Toward domain-specific machine translation and quality estimation systems — 2026 · arXiv:2603.24955
- Towards End-to-End Multilingual Metaphor Processing: Integrating Detection, Translation, and Evaluation — 2026 · arXiv:2608.04260
- Towards Improving Multimodal Machine Translation with LLMs: A Focus on Indic Languages — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Towards Reliable Machine Translation: Scaling LLMs for Critical Error Detection and Safety — 2026 · arXiv:2602.11444
- Towards Singable Lyrics Translation Using Large Language Models — 2026 · Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 4: Student Research Workshop)
- Towards Visually-Guided Movie Subtitle Translation for Indic Languages — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 2)
- Translation Analytics for Freelancers II: Benchmarking Local LLMs for Confidential Translation Workflows — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
- Translation as a Scalable Proxy for Multilingual Evaluation — 2026 · arXiv:2601.11778