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Multilingual NLP

4,508 papers

Papers per year

Papers

Romanization-based Large-scale Adaptation of Multilingual Language Models EMNLP 2023
Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs EMNLP 2023
Multilingual Lottery Tickets to Pretrain Language Models EMNLP 2023
Breaking the Language Barrier: Improving Cross-Lingual Reasoning with Structured Self-Attention EMNLP 2023
Investigating Multilingual Coreference Resolution by Universal Annotations EMNLP 2023
CCEval: A Representative Evaluation Benchmark for the Chinese-centric Multilingual Machine Translation EMNLP 2023
A Structure-Aware Generative Adversarial Network for Bilingual Lexicon Induction EMNLP 2023
Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding EMNLP 2023
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model EMNLP 2023
Diversifying language models for lesser-studied languages and language-usage contexts: A case of second language Korean EMNLP 2023
PMIndiaSum: Multilingual and Cross-lingual Headline Summarization for Languages in India EMNLP 2023
Multilingual Coarse Political Stance Classification of Media. The Editorial Line of a ChatGPT and Bard Newspaper EMNLP 2023
One For All & All For One: Bypassing Hyperparameter Tuning with Model Averaging for Cross-Lingual Transfer EMNLP 2023
Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting EMNLP 2023
Macedon: Minimizing Representation Coding Rate Reduction for Cross-Lingual Natural Language Understanding EMNLP 2023
The Less the Merrier? Investigating Language Representation in Multilingual Models EMNLP 2023
A Joint Matrix Factorization Analysis of Multilingual Representations EMNLP 2023
DISCO: A Large Scale Human Annotated Corpus for Disfluency Correction in Indo-European Languages EMNLP 2023
X-SNS: Cross-Lingual Transfer Prediction through Sub-Network Similarity EMNLP 2023
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning EMNLP 2023
HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark EMNLP 2023
Multilingual Generation and Answering of Questions from Texts and Knowledge Graphs EMNLP 2023
On the Impact of Cross-Domain Data on German Language Models EMNLP 2023
Dialect-to-Standard Normalization: A Large-Scale Multilingual Evaluation EMNLP 2023