conftrace_

← Applications

Natural Language Processing › Applications ›

Machine Translation

4,869 papers

Papers per year

1

1

2

3

1

1

1

1

3

1

1

43

133

366

476

574

713

555

540

610

693

150

'10

'15

'20

'25

Papers

Culture-Aware Machine Translation in Large Language Models: Benchmarking and Investigation ACL 2026

Translation with Thought: Difficulty-Adaptive Reasoning via Reinforcement Learning for Multi-Domain Machine Translation ACL 2026

Alexandria: A Multi-Domain Dialectal Arabic Machine Translation Dataset for Culturally Inclusive and Linguistically Diverse LLMs ACL 2026

MQM Re-Annotation: A Technique for Collaborative Evaluation of Machine Translation ACL 2026

Bootstrapping Code Translation with Weighted Multilanguage Exploration ACL 2026

Mitigating Tokenization-Induced Distance Distortion in Long-Context Multilingual Machine Translation ACL 2026

Grammar as Control: Modular Language Generation for the Long Tail ACL 2026

FairQE: Multi-Agent Framework for Mitigating Gender Bias in Translation Quality Estimation ACL 2026

AdaDPI: Document-level Translation Adaptive Agent via Dynamic Parametric Internalization ACL 2026

G-IdiomAlign: A Gloss-Pivoted Benchmark for Cross-Lingual Idiom Alignment ACL 2026

One Pair Suffices: Unlocking Universal Zero-Shot Translation via Cross-Architecture Alignment ACL 2026

Quantifying the Impact of Translation Errors on Multilingual LLM Evaluation ACL 2026

Measuring User’s Mental Models of Speech Translation in Human-AI Collaboration ACL 2026

PEAR: Pairwise Evaluation for Automatic Relative Scoring in Machine Translation ACL 2026

The African Languages Lab: A Collaborative Approach to Advancing Low-Resource African NLP ACL 2026

Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages ACL 2026

Diving into the Decoding Space of Non-Autoregressive Models via Lexically Constrained Search ACL 2026

BabelDOC: Better Layout-Preserving PDF Translation via Intermediate Representation ACL 2026

Presentation Slide Translation and Layout Error Correction by LLMs ACL 2026

BanglaSTEM: A Parallel Corpus and Term-Weighted Evaluation for Technical Bangla-English Translation ACL 2026

Dynamic Meta-Metrics: Source-Sentence Conditioned Weighting for MT Evaluation ACL 2026

Better Literary Translation: A Multi-Aspect Data Generation and LLM Training Approach ACL 2026

Multi-Agent Orchestration for Terminology-Constrained Machine Translation in Industrial Localization ACL 2026

Diagnose, Then Repair: A Two-Stage MQM-Guided Post-Editing Framework for Domain-Specific Machine Translation ACL 2026

RouteLMT: Learned Sample Routing for Hybrid LLM Translation Deployment ACL 2026