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Multilingual NLP

4508 directly classified papers

Papers per year

Papers

Clustering Monolingual Vocabularies to Improve Cross-Lingual Generalization EMNLP 2021
Do not neglect related languages: The case of low-resource Occitan cross-lingual word embeddings EMNLP 2021
Specializing Multilingual Language Models: An Empirical Study EMNLP 2021
Learning Cross-lingual Representations for Event Coreference Resolution with Multi-view Alignment and Optimal Transport EMNLP 2021
Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages EMNLP 2021
Cross-Lingual Training of Dense Retrievers for Document Retrieval EMNLP 2021
A New Dataset and Efficient Baselines for Document-level Text Simplification in German EMNLP 2021
MultiLexNorm: A Shared Task on Multilingual Lexical Normalization EMNLP 2021
TransWiC at SemEval-2021 Task 2: Transformer-based Multilingual and Cross-lingual Word-in-Context Disambiguation IJCNLP 2021
Textual Representations for Crosslingual Information Retrieval IJCNLP 2021
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection ACL 2021
nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? ACL 2021
Improving Arabic Diacritization with Regularized Decoding and Adversarial Training ACL 2021
An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers ACL 2021
Discrete Cosine Transform as Universal Sentence Encoder ACL 2021
Multilingual Agreement for Multilingual Neural Machine Translation ACL 2021
Machine Translation into Low-resource Language Varieties ACL 2021
Language Embeddings for Typology and Cross-lingual Transfer Learning ACL 2021
ARBERT & MARBERT: Deep Bidirectional Transformers for Arabic ACL 2021
Multilingual Pre-training with Universal Dependency Learning NIPS 2021
RobertNLP at the IWPT 2021 Shared Task: Simple Enhanced UD Parsing for 17 Languages IJCNLP 2021
Bilingual Lexicon Induction via Unsupervised Bitext Construction and Word Alignment IJCNLP 2021
X-Fact: A New Benchmark Dataset for Multilingual Fact Checking IJCNLP 2021
Uncovering Constraint-Based Behavior in Neural Models via Targeted Fine-Tuning ACL 2021
AdvPicker: Effectively Leveraging Unlabeled Data via Adversarial Discriminator for Cross-Lingual NER ACL 2021