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Machine Translation

4518 directly classified papers

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Papers

Gen-SQL: Efficient Text-to-SQL By Bridging Natural Language Question And Database Schema With Pseudo-Schema COLING 2025
LegoMT2: Selective Asynchronous Sharded Data Parallel Training for Massive Neural Machine Translation ACL 2025
goodmen @ L-MT Shared Task: A Comparative Study of Neural Models for English-Hindi Legal Machine Translation IJCNLP 2025
Pretraining Strategies using Monolingual and Parallel Data for Low-Resource Machine Translation ACL 2025
Detect, Disambiguate, and Translate: On-Demand Visual Reasoning for Multimodal Machine Translation with Large Vision-Language Models NAACL 2025
IIITH-BUT system for IWSLT 2025 low-resource Bhojpuri to Hindi speech translation ACL 2025
NyayaRAG: Realistic Legal Judgment Prediction with RAG under the Indian Common Law System IJCNLP 2025
Has Machine Translation Evaluation Achieved Human Parity? The Human Reference and the Limits of Progress ACL 2025
The Translation Barrier Hypothesis: Multilingual Generation with Large Language Models Suffers from Implicit Translation Failure IJCNLP 2025
NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model ACL 2025
MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling EMNLP 2025
VerbaNexAI at SemEval-2025 Task 2: Enhancing Entity-Aware Translation with Wikidata-Enriched MarianMT ACL 2025
Mitigating Hallucinated Translations in Large Language Models with Hallucination-focused Preference Optimization NAACL 2025
Evaluating Multimodal Language Models as Visual Assistants for Visually Impaired Users ACL 2025
The Impact of Domain-Specific Terminology on Machine Translation for Finance in European Languages NAACL 2025
ConECT Dataset: Overcoming Data Scarcity in Context-Aware E-Commerce MT ACL 2025
Two Step Automatic Post Editing of Patent Machine Translation based on Pre-trained Encoder Models and LLMs IJCNLP 2025
A Self-Distillation Recipe for Neural Machine Translation ACL 2025
Data Augmentation for Low-resource Neural Machine Translation: A Systematic Analysis IJCNLP 2025
LEVOS: Leveraging Vocabulary Overlap with Sanskrit to Generate Technical Lexicons in Indian Languages ACL 2025
Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents IJCNLP 2025
Howard University-AI4PC at SemEval-2025 Task 2: Improving Machine Translation With Context-Aware Entity-Only Pre-translations with GPT4o ACL 2025
An Information-Theoretic Approach to Reducing Fertility in LLMs for Manipuri Machine Translation IJCNLP 2025
Watching the Watchers: Exposing Gender Disparities in Machine Translation Quality Estimation ACL 2025
Human–LLM Benchmarks for Bangla Dialect Translation: Sylheti and Chittagonian on the BanglaCHQ-Summ Corpus AACL 2025