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Machine Translation

4518 directly classified papers

Papers per year

Papers

Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation AAAI 2026

Language Drift in Multilingual Retrieval-Augmented Generation: Characterization and Decoding-Time Mitigation AAAI 2026

PLaST: Towards Paralinguistic-aware Speech Translation AAAI 2026

Hearing More with Less: Multi-Modal Retrieval-and-Selection Augmented Conversational LLM-Based ASR AAAI 2026

RESTL: Reinforcement Learning Guided by Multi-Aspect Rewards for Signal Temporal Logic Transformation AAAI 2026

Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture AAAI 2026

The Visual Prism: Refracting Images into Parallel Multilingual Descriptions with Structured Visual Guidance AAAI 2026

LoResMT 2026 Shared Task System Description EACL 2026

NUS-IDS at AMIYA/VarDial 2026: Improving Arabic Dialectness in LLMs with Reinforcement Learning EACL 2026

ViDia2Std: A Parallel Corpus and Methods for Low-Resource Vietnamese Dialect-to-Standard Translation AAAI 2026

Schema on the Inside: A Two-Phase Fine-Tuning Method for High-Efficiency Text-to-SQL at Scale AAAI 2026

Constraint-Augmented Mongolian-Chinese Neural Machine Translation Based on Dynamic Feedback Alignment (Student Abstract) AAAI 2026

LogicCat: A Chain-of-Thought Text-to-SQL Benchmark for Complex Reasoning AAAI 2026

NADIR: Differential Attention Flow for Non-Autoregressive Transliteration in Indic Languages AAAI 2026

Evaluating Native-Speaker Preferences on Machine Translation and Post-Edits for Five African Languages EACL 2026

Sudanese-Flores: Extending FLORES+ to Sudanese Arabic Dialect EACL 2026

Crowd-Based Evaluation of Emotion Intensity Preservation in Spanish–Basque Tweet Machine Translation EACL 2026

Building and Evaluating a High Quality Parallel Corpus for English Urdu Low Resource Machine Translation EACL 2026

Improving Indigenous Language Machine Translation with Synthetic Data and Language-Specific Preprocessing EACL 2026

Can Linguistically Related Languages Guide LLM Translation in Low-Resource Settings? EACL 2026

Navigating Data Scarcity in Low-Resource English-Tatar Translation using LLM Fine-Tuning EACL 2026

No One-Size-Fits-All: Building Systems For Translation to Bashkir, Kazakh, Kyrgyz, Tatar and Chuvash Using Synthetic And Original Data EACL 2026

Multi-modal Neural Machine Translation for Low-Resource Classical Persian Poetry: A Culture-Aware Evaluation EACL 2026

Aladdin-FTI @ AMIYA Three Wishes for Arabic NLP: Fidelity, Diglossia, and Multidialectal Generation EACL 2026

Probabilistic Bilingual Subword Segmentation with Latent Subword Alignment EACL 2026