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- CUNI at WMT25 General Translation Task — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Calibrating Translation Decoding with Quality Estimation on LLMs — 2025 · arXiv:2504.19044
- Can LLMs Help Create Grammar?: Automating Grammar Creation for Endangered Languages with In-Context Learning — 2025 · Proceedings of the 31st International Conference on Computational Linguistics
- Can LLMs Translate Cultural Nuance in Dialects? A Case Study on Lebanese Arabic — 2025 · Proceedings of the 1st Workshop on NLP for Languages Using Arabic Script
- Can Large Language Models Translate Spoken-Only Languages through International Phonetic Transcription? — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
- Can Uniform Meaning Representation Help GPT-4 Translate from Indigenous Languages? — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Case-Based Decision-Theoretic Decoding with Quality Memories — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
- Challenge Track: JHARNA-MT: A Copy-Augmented Hybrid of LoRA-Tuned NLLB and Lexical SMT with Minimum Bayes Risk Decoding for Low-Resource Indic Languages — 2025 · Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)
- Challenge Track: LoRAs in All Directions: Directional Adapters and Noisy-Channel Reranking for Indic MT — 2025 · Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)
- Character-Aware English-to-Japanese Translation of Fictional Dialogue Using Speaker Embeddings and Back-Translation — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Claim veracity assessment for explainable fake news detection — 2025 · Proceedings of the 31st International Conference on Computational Linguistics
- Comprehensive Evaluation on Lexical Normalization: Boundary-Aware Approaches for Unsegmented Languages — 2025 · Findings of the Association for Computational Linguistics: EMNLP 2025
- Confidence and Stability of Global and Pairwise Scores in NLP Evaluation — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 4: Student Research Workshop)
- Context Is Ubiquitous, but Rarely Changes Judgments: Revisiting Document-Level MT Evaluation — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Context-Aware or Context-Insensitive? Assessing LLMs' Performance in Document-Level Translation — 2025 · Proceedings of Machine Translation Summit XX: Volume 1
- Context-Informed Machine Translation of Manga using Multimodal Large Language Models — 2025 · Proceedings of the 31st International Conference on Computational Linguistics
- Continual Learning in Multilingual Sign Language Translation — 2025 · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
- ContrastScore: Towards Higher Quality, Less Biased, More Efficient Evaluation Metrics with Contrastive Evaluation — 2025 · Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics
- Correcting the Tamazight Portions of FLORES+ and OLDI Seed Datasets — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Cost-Effective E-Commerce Catalog Translation at Scale Ensuring Named Entity Protection — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing: Industry Track
- Cross-Lingual Sentence Compression for Length-Constrained Subtitles in Low-Resource Settings — 2025 · Proceedings of the 31st International Conference on Computational Linguistics
- Crosslingual Optimized Metric for Translation Assessment of Indian Languages — 2025 · arXiv:2509.17667
- CycleDistill: Bootstrapping Machine Translation using LLMs with Cyclical Distillation — 2025 · arXiv:2506.19952
- DELAB-IIITM WMT25: Enhancing Low-Resource Machine Translation for Manipuri and Assamese — 2025 · Proceedings of the Tenth Conference on Machine Translation
- DITING: A Multi-Agent Evaluation Framework for Benchmarking Web Novel Translation — 2025 · arXiv:2510.09116
- D\''ej\`a Vu: Multilingual LLM Evaluation through the Lens of Machine Translation Evaluation — 2025 · arXiv:2504.11829
- DiBiMT: A Gold Evaluation Benchmark for Studying Lexical Ambiguity in Machine Translation — 2025 · Computational Linguistics
- DiPT: Enhancing LLM Reasoning through Diversified Perspective-Taking — 2025 · Findings of the Association for Computational Linguistics: NAACL 2025
- Dialectal and Low Resource Machine Translation for Aromanian — 2025 · Proceedings of the 31st International Conference on Computational Linguistics
- Dialetto, ma Quanto Dialetto? Transcribing and Evaluating Dialects on a Continuum — 2025 · Findings of the Association for Computational Linguistics: NAACL 2025
- Did Translation Models Get More Robust Without Anyone Even Noticing? — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- DiscoX: Benchmarking Discourse-Level Translation task in Expert Domains — 2025 · arXiv:2511.10984
- Diversity Explains Inference Scaling Laws: Through a Case Study of Minimum Bayes Risk Decoding — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Do LLMs Understand Your Translations? Evaluating Paragraph-level MT with Question Answering — 2025 · arXiv:2504.07583
- DoDS-IITPKD:Submissions to the WMT25 Low-Resource Indic Language Translation Task — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Don''t Teach Minerva": Guiding LLMs Through Complex Syntax for Faithful Latin Translation with RAG — 2025 · arXiv:2511.01454
- Dual Debiasing: Remove Stereotypes and Keep Factual Gender for Fair Language Modeling and Translation — 2025 · Proceedings of the 18th International Natural Language Generation Conference
- EdinHelsOW WMT 2025 CreoleMT System Description: Improving Lusophone Creole Translation through Data Augmentation, Model Merging and LLM Post-editing — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Evaluating Evaluation Metrics for Ancient Chinese to English Machine Translation — 2025 · Proceedings of the Second Workshop on Ancient Language Processing
- Evaluating Synthetic Data Generation from User Generated Text — 2025 · Computational Linguistics
- Evaluating WMT 2025 Metrics Shared Task Submissions on the SSA-MTE African Challenge Set — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Evaluating and Improving Graph to Text Generation with Large Language Models — 2025 · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers)
- Evaluating the LLM and NMT Models in Translating Low-Resourced Languages — 2025 · Proceedings of the First Workshop on Comparative Performance Evaluation: From Rules to Language Models
- Expanding the WMT24++ Benchmark with Rumantsch Grischun, Sursilvan, Sutsilvan, Surmiran, Puter, and Vallader — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Exploiting Task Reversibility of DRS Parsing and Generation: Challenges and Insights from a Multi-lingual Perspective — our card · 2025 · Proceedings of the First Workshop on Language Models for Low-Resource Languages
- Extending Automatic Machine Translation Evaluation to Book-Length Documents — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
- Extending CREAMT: Leveraging Large Language Models for Literary Translation Post-Editing — 2025 · Proceedings of Machine Translation Summit XX: Volume 1
- FUSE : A Ridge and Random Forest-Based Metric for Evaluating MT in Indigenous Languages — 2025 · Proceedings of the Fifth Workshop on NLP for Indigenous Languages of the Americas (AmericasNLP)
- Factors Affecting Translation Quality in In-context Learning for Multilingual Medical Domain — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Faster Machine Translation Ensembling with Reinforcement Learning and Competitive Correction — 2025 · Findings of the Association for Computational Linguistics: NAACL 2025
- Feeding Two Birds or Favoring One? Adequacy-Fluency Tradeoffs in Evaluation and Meta-Evaluation of Machine Translation — 2025 · arXiv:2509.20287
- Feeding Two Birds or Favoring One? Adequacy–Fluency Tradeoffs in Evaluation and Meta-Evaluation of Machine Translation — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Findings of WMT 2025 Shared Task on Low-resource Indic Languages Translation — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Findings of the First Shared Task for Creole Language Machine Translation at WMT25 — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Findings of the IWSLT 2025 Evaluation Campaign — 2025 · Proceedings of the 22nd International Conference on Spoken Language Translation (IWSLT 2025)
- Findings of the MMLoSo 2025 Shared Task on Machine Translation into Tribal Languages — 2025 · Proceedings of the 1st Workshop on Multimodal Models for Low-Resource Contexts and Social Impact (MMLoSo 2025)
- Findings of the WMT 2025 Shared Task LLMs with Limited Resources for Slavic Languages: MT and QA — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Findings of the WMT25 Multilingual Instruction Shared Task: Persistent Hurdles in Reasoning, Generation, and Evaluation — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Findings of the WMT25 Shared Task on Automated Translation Evaluation Systems: Linguistic Diversity is Challenging and References Still Help — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Fine-Grained and Multi-Dimensional Metrics for Document-Level Machine Translation — 2025 · Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 4: Student Research Workshop)
- Fine-Tuning vs Prompting Techniques for Gender-Fair Rewriting of Machine Translations — 2025 · Proceedings of the 6th Workshop on Gender Bias in Natural Language Processing (GeBNLP)
- Fine-tuning and evaluation of NMT models for literary texts using RomCro v.2.0 — 2025 · Proceedings of the Second Workshop on Creative-text Translation and Technology (CTT)
- First Steps in Benchmarking Latvian in Large Language Models — 2025 · Proceedings of the Third Workshop on Resources and Representations for Under-Resourced Languages and Domains (RESOURCEFUL-2025)
- From Priest to Doctor: Domain Adaptation for Low-Resource Neural Machine Translation — 2025 · Proceedings of the 31st International Conference on Computational Linguistics
- From Scratch to Fine-Tuned: A Comparative Study of Transformer Training Strategies for Legal Machine Translation — 2025 · Proceedings of the 1st Workshop on NLP for Empowering Justice (JUST-NLP 2025)
- GRAMMAR-LLM: Grammar-Constrained Natural Language Generation — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
- Google Translate's Research Submission to WMT2025 — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Graph-Assisted Culturally Adaptable Idiomatic Translation for Indic languages — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
- Graph-based RAG for Low-Resource Aromanian–Romanian Translation — 2025 · Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing - Natural Language Processing in the Generative AI Era
- Guaranteed Guess: A Language Modeling Approach for CISC-to-RISC Transpilation with Testing Guarantees — 2025 · Findings of the Association for Computational Linguistics: EMNLP 2025
- Has Machine Translation Evaluation Achieved Human Parity? The Human Reference and the Limits of Progress — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- How to Evaluate Speech Translation with Source-Aware Neural MT Metrics — 2025 · arXiv:2511.03295
- How to Select Datapoints for Efficient Human Evaluation of NLG Models? — 2025 · Transactions of the Association for Computational Linguistics
- Human- or machine-translated subtitles: Who can tell them apart? — 2025 · Proceedings of Machine Translation Summit XX: Volume 1
- INDIC QA BENCHMARK: A Multilingual Benchmark to Evaluate Question Answering capability of LLMs for Indic Languages — 2025 · Findings of the Association for Computational Linguistics: NAACL 2025
- Image-Text Relation Prediction for Multilingual Tweets — 2025 · Proceedings of the 1st Workshop on Nordic-Baltic Responsible Evaluation and Alignment of Language Models (NB-REAL 2025)
- Improving Language Transfer Capability of Decoder-only Architecture in Multilingual Neural Machine Translation — 2025 · Proceedings of the 5th Workshop on Multilingual Representation Learning (MRL 2025)
- Improving Low-Resource Japanese Translation with Fine-Tuning and Backtranslation for the WMT 25 General Translation Task — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Improving Zero-shot Sentence Decontextualisation with Content Selection and Planning — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
- Inductive Linguistic Reasoning with Large Language Models — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
- Instruction-Tuned English to Bhojpuri Neural Machine Translation Using Contrastive Preference Optimization — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Instruction-tuned Large Language Models for Machine Translation in the Medical Domain — 2025 · Proceedings of Machine Translation Summit XX: Volume 1
- Interdisciplinary Research in Conversation: A Case Study in Computational Morphology for Language Documentation — 2025 · Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing
- Intrinsic vs. Extrinsic Evaluation of Czech Sentence Embeddings: Semantic Relevance Doesn''t Help with MT Evaluation — 2025 · Proceedings of Machine Translation Summit XX: Volume 1
- Investigating Length Issues in Document-level Machine Translation — 2025 · Proceedings of Machine Translation Summit XX: Volume 1
- Investigating the translation capabilities of Large Language Models trained on parallel data only — 2025 · Proceedings of Machine Translation Summit XX: Volume 1
- It Takes Two: A Dual Stage Approach for Terminology-Aware Translation — 2025 · Proceedings of the Tenth Conference on Machine Translation
- JHU WMT 2025 CreoleMT System Description: Data for Belizean Kriol and French Guianese Creole MT — 2025 · Proceedings of the Tenth Conference on Machine Translation
- JHU's Submission to the AmericasNLP 2025 Shared Task on the Creation of Educational Materials for Indigenous Languages — 2025 · Proceedings of the Fifth Workshop on NLP for Indigenous Languages of the Americas (AmericasNLP)
- JU-CSE-NLP's Cascaded Speech to Text Translation Systems for IWSLT 2025 in Indic Track — 2025 · Proceedings of the 22nd International Conference on Spoken Language Translation (IWSLT 2025)
- JU-NLP: Improving Low-Resource Indic Translation System with Efficient LoRA-Based Adaptation — 2025 · Proceedings of the Tenth Conference on Machine Translation
- KITAB-Bench: A Comprehensive Multi-Domain Benchmark for Arabic OCR and Document Understanding — 2025 · Findings of the Association for Computational Linguistics: ACL 2025
- KozKreolMRU WMT 2025 CreoleMT System Description: Koz Kreol: Multi-Stage Training for English–Mauritian Creole MT — 2025 · Proceedings of the Tenth Conference on Machine Translation
- Krey-All WMT 2025 CreoleMT System Description: Language Agnostic Strategies for Low-Resource Translation — 2025 · Proceedings of the Tenth Conference on Machine Translation
- LLM as a Broken Telephone: Iterative Generation Distorts Information — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- LLMs Are Not Scorers: Rethinking MT Evaluation with Generation-Based Methods — 2025 · arXiv:2505.16129
- LLMs for Low-Resource Dialect Translation Using Context-Aware Prompting: A Case Study on Sylheti — 2025 · Proceedings of the Second Workshop on Bangla Language Processing (BLP-2025)
- LLMs for Translation: Historical, Low-Resourced Languages and Contemporary AI Models — 2025 · Proceedings of the 9th Joint SIGHUM Workshop on Computational Linguistics for Cultural Heritage, Social Sciences, Humanities and Literature (LaTeCH-CLfL 2025)
- LOBSTER: Linguistics Olympiad Benchmark for Structured Evaluation on Reasoning — 2025 · Proceedings of the 37th Conference on Computational Linguistics and Speech Processing (ROCLING 2025)
- LangMark: A Multilingual Dataset for Automatic Post-Editing — 2025 · Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)