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Multi-Lingual Learning

281 directly classified papers

Papers per year

Papers

Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast ACL 2023
MultiTACRED: A Multilingual Version of the TAC Relation Extraction Dataset ACL 2023
Cross-lingual Science Journalism: Select, Simplify and Rewrite Summaries for Non-expert Readers ACL 2023
On Evaluating Multilingual Compositional Generalization with Translated Datasets ACL 2023
Multilingual Coarse Political Stance Classification of Media. The Editorial Line of a ChatGPT and Bard Newspaper EMNLP 2023
Language-Agnostic Transformers and Assessing ChatGPT-Based Query Rewriting for Multilingual Document-Grounded QA ACL 2023
Enhanced Training Methods for Multiple Languages ACL 2023
Multilingual Clinical NER: Translation or Cross-lingual Transfer? ACL 2023
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs EMNLP 2023
MMNMT: Modularizing Multilingual Neural Machine Translation with Flexibly Assembled MoE and Dense Blocks EMNLP 2023
Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning EMNLP 2023
The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages EMNLP 2023
GATITOS: Using a New Multilingual Lexicon for Low-resource Machine Translation EMNLP 2023
Cross-Lingual Knowledge Distillation for Answer Sentence Selection in Low-Resource Languages ACL 2023
With Prejudice to None: A Few-Shot, Multilingual Transfer Learning Approach to Detect Social Bias in Low Resource Languages ACL 2023
On the Role of Parallel Data in Cross-lingual Transfer Learning ACL 2023
Multi3NLU++: A Multilingual, Multi-Intent, Multi-Domain Dataset for Natural Language Understanding in Task-Oriented Dialogue ACL 2023
NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification ACL 2023
xSIM++: An Improved Proxy to Bitext Mining Performance for Low-Resource Languages ACL 2023
Learning Language-Specific Layers for Multilingual Machine Translation ACL 2023
Extrinsic Evaluation of Machine Translation Metrics ACL 2023
XDailyDialog: A Multilingual Parallel Dialogue Corpus ACL 2023
Improving Neural Cross-Lingual Abstractive Summarization via Employing Optimal Transport Distance for Knowledge Distillation AAAI 2022
Language Model Priming for Cross-Lingual Event Extraction AAAI 2022
SSNCSE_NLP@LT-EDI-ACL2022: Homophobia/Transphobia Detection in Multiple Languages using SVM Classifiers and BERT-based Transformers ACL 2022