Machine Translation

Beyond the Mode: Sequence-Level Distillation of Multilingual Translation Models for Low-Resource Language Pairs NAACL 2025 Beyond Tokens and Into Minds: Future Directions for Human-Centered Evaluation in Machine Translation Post-Editing AACL 2025 BhasaBodh: Bridging Bangla Dialects and Romanized Forms through Machine Translation AACL 2025 BiCap: Bangla Image Captioning Using Attention-based Encoder-Decoder Architecture AACL 2025 Bilingual resources for Moroccan Sign Language Generation and Standard Arabic Skills Improvement of Deaf Children COLING 2025 Boosting LLM Translation Skills without General Ability Loss via Rationale Distillation ACL 2025 BOUQuET : dataset, Benchmark and Open initiative for Universal Quality Evaluation in Translation EMNLP 2025 Break-Ideate-Generate (BrIdGe): Moving beyond Translations for Localization using LLMs NAACL 2025 Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications ACL 2025 Bridging the Semantic Gap Between Text and Table: A Case Study on NL2SQL ICLR 2025 BridG MT: Enhancing LLMs’ Machine Translation Capabilities with Sentence Bridging and Gradual MT ACL 2025 Bringing Ladin to FLORES+ EMNLP 2025 Building a Functional Machine Translation Corpus for Kpelle ACL 2025 BUINUS at IWSLT: Evaluating the Impact of Data Augmentation and QLoRA-based Fine-Tuning for Maltese to English Speech Translation ACL 2025 BVSLP: Machine Translation Using Linguistic Embellishments for IndicMT Shared Task 2025 EMNLP 2025 C3: A Bilingual Benchmark for Spoken Dialogue Models Exploring Challenges in Complex Conversations EMNLP 2025 CA*: Addressing Evaluation Pitfalls in Computation-Aware Latency for Simultaneous Speech Translation NAACL 2025 Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies EMNLP 2025 CaMMT: Benchmarking Culturally Aware Multimodal Machine Translation EMNLP 2025 Can Explicit Gender Information Improve Zero-Shot Machine Translation? ACL 2025 Can Large Language Models Translate Spoken-Only Languages through International Phonetic Transcription? EMNLP 2025 Can Large Language Models Translate Unseen Languages in Underrepresented Scripts? EMNLP 2025 Can LLMs Detect Intrinsic Hallucinations in Paraphrasing and Machine Translation? ACL 2025 Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers ICLR 2025 Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs EMNLP 2025