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Papers
Escaping the Probability Trap: Mitigating Semantic Drift in Cantonese-Mandarin Translation
EACL 2026
Sudanese-Flores: Extending FLORES+ to Sudanese Arabic Dialect
EACL 2026
ViDia2Std: A Parallel Corpus and Methods for Low-Resource Vietnamese Dialect-to-Standard Translation
AAAI 2026
A Comparative Analysis of Retrieval-Augmented Generation Techniques for Bengali Standard-to-Dialect Machine Translation Using LLMs
AACL 2025
ALADAN at IWSLT25 Low-resource Arabic Dialectal Speech Translation Task
ACL 2025
AraSim: Optimizing Arabic Dialect Translation in Children’s Literature with LLMs and Similarity Scores
COLING 2025
Benchmarking Large Language Models on Bangla Dialect Translation and Dialectal Sentiment Analysis
AACL 2025
Can LLMs Translate Cultural Nuance in Dialects? A Case Study on Lebanese Arabic
COLING 2025
DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models
ACL 2025
Findings of the IWSLT 2025 Evaluation Campaign
ACL 2025
Human–LLM Benchmarks for Bangla Dialect Translation: Sylheti and Chittagonian on the BanglaCHQ-Summ Corpus
AACL 2025
LLMs for Low-Resource Dialect Translation Using Context-Aware Prompting: A Case Study on Sylheti
AACL 2025
Make Every Letter Count: Building Dialect Variation Dictionaries from Monolingual Corpora
EMNLP 2025
Speech-to-Speech Machine Translation for Dialectal Variations of Hindi
AACL 2025
Spider 2.0: Evaluating Language Models on Real-World Enterprise Text-to-SQL Workflows
ICLR 2025
Swiss German Speech Translation and the Curse of Multidialectality
ACL 2025
Vuyko Mistral: Adapting LLMs for Low-Resource Dialectal Translation
ACL 2025
Wenzhou Dialect Speech to Mandarin Text Conversion
NAACL 2025
DIALECT-COPA: Extending the Standard Translations of the COPA Causal Commonsense Reasoning Dataset to South Slavic Dialects
NAACL 2024
Machine Translation Of Marathi Dialects: A Case Study Of Kadodi
EMNLP 2024
OSACT6 Dialect to MSA Translation Shared Task Overview
COLING 2024
Character alignment methods for dialect-to-standard normalization
ACL 2023
JHU IWSLT 2023 Dialect Speech Translation System Description
ACL 2023
ON-TRAC Consortium Systems for the IWSLT 2023 Dialectal and Low-resource Speech Translation Tasks
ACL 2023
QUESPA Submission for the IWSLT 2023 Dialect and Low-resource Speech Translation Tasks
ACL 2023