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Machine Translation

4518 directly classified papers

Papers per year

Papers

A Prompt Response to the Demand for Automatic Gender-Neutral Translation EACL 2024
Improving Cross-Domain Low-Resource Text Generation through LLM Post-Editing: A Programmer-Interpreter Approach EACL 2024
CharSpan: Utilizing Lexical Similarity to Enable Zero-Shot Machine Translation for Extremely Low-resource Languages EACL 2024
Revisiting Context Choices for Context-aware Machine Translation COLING 2024
Generating Diverse Translation with Perturbed kNN-MT EACL 2024
Disentangling the Roles of Target-side Transfer and Regularization in Multilingual Machine Translation EACL 2024
Measuring Uncertainty in Neural Machine Translation with Similarity-Sensitive Entropy EACL 2024
CroCoAlign: A Cross-Lingual, Context-Aware and Fully-Neural Sentence Alignment System for Long Texts EACL 2024
Contrastive Decoding Reduces Hallucinations in Large Multilingual Machine Translation Models EACL 2024
Revisiting the Markov Property for Machine Translation EACL 2024
Gloss2Text: Sign Language Gloss translation using LLMs and Semantically Aware Label Smoothing EMNLP 2024
Mitigating Hallucinations and Off-target Machine Translation with Source-Contrastive and Language-Contrastive Decoding EACL 2024
LAMBDA: Large Language Model-Based Data Augmentation for Multi-Modal Machine Translation EMNLP 2024
Benchmarking Machine Translation with Cultural Awareness EMNLP 2024
LexMatcher: Dictionary-centric Data Curation for LLM-based Machine Translation EMNLP 2024
Compact Speech Translation Models via Discrete Speech Units Pretraining ACL 2024
How Far can 100 Samples Go? Unlocking Zero-Shot Translation with Tiny Multi-Parallel Data ACL 2024
Decoupled Vocabulary Learning Enables Zero-Shot Translation from Unseen Languages ACL 2024
Sign Language Translation with Sentence Embedding Supervision ACL 2024
Decoder-only Streaming Transformer for Simultaneous Translation ACL 2024
DictDis: Dictionary Constrained Disambiguation for Improved NMT EMNLP 2024
Integrating Multi-scale Contextualized Information for Byte-based Neural Machine Translation ACL 2024
Does Context Help Mitigate Gender Bias in Neural Machine Translation? EMNLP 2024
CTC-based Non-autoregressive Textless Speech-to-Speech Translation ACL 2024
DTS-SQL: Decomposed Text-to-SQL with Small Large Language Models EMNLP 2024