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XLM-R

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Showing 51–100 of 221 papers

TitleStatusHype
FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual ModelsCode1
Extrapolating Multilingual Understanding Models as Multilingual Generators—0
DUMB: A Benchmark for Smart Evaluation of Dutch ModelsCode1
Glot500: Scaling Multilingual Corpora and Language Models to 500 LanguagesCode1
ESCOXLM-R: Multilingual Taxonomy-driven Pre-training for the Job Market DomainCode1
USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER—0
DN at SemEval-2023 Task 12: Low-Resource Language Text Classification via Multilingual Pretrained Language Model Fine-tuning—0
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese—0
GreekBART: The First Pretrained Greek Sequence-to-Sequence ModelCode0
Tollywood Emotions: Annotation of Valence-Arousal in Telugu Song Lyrics—0
Evaluating the Effectiveness of Pre-trained Language Models in Predicting the Helpfulness of Online Product ReviewsCode0
Modeling Sequential Sentence Relation to Improve Cross-lingual Dense RetrievalCode0
LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal DomainCode1
Multilingual Sentence Transformer as A Multilingual Word AlignerCode1
XLM-V: Overcoming the Vocabulary Bottleneck in Multilingual Masked Language ModelsCode0
ViHOS: Hate Speech Spans Detection for VietnameseCode1
Integrating Semantic Information into Sketchy Reading Module of Retro-Reader for Vietnamese Machine Reading Comprehension—0
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented DialogueCode0
VTCC-NLP at NL4Opt competition subtask 1: An Ensemble Pre-trained language models for Named Entity Recognition—0
Towards Leaving No Indic Language Behind: Building Monolingual Corpora, Benchmark and Models for Indic LanguagesCode1
Punctuation Restoration for Singaporean Spoken Languages: English, Malay, and MandarinCode0
Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer—0
Compressing Cross-Lingual Multi-Task Models at Qualtrics—0
X^2-VLM: All-In-One Pre-trained Model For Vision-Language TasksCode2
L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages—0
AltCLIP: Altering the Language Encoder in CLIP for Extended Language CapabilitiesCode4
Collateral facilitation in humans and language modelsCode0
IITD at the WANLP 2022 Shared Task: Multilingual Multi-Granularity Network for Propaganda DetectionCode0
Improving Bilingual Lexicon Induction with Cross-Encoder RerankingCode1
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models—0
Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared TaskCode0
A Simple and Effective Method to Improve Zero-Shot Cross-Lingual Transfer LearningCode0
Are Pretrained Multilingual Models Equally Fair Across Languages?Code0
Disfluency Detection for VietnameseCode0
How about Time? Probing a Multilingual Language Model for Temporal RelationsCode0
Extending Word-Level Quality Estimation for Post-Editing Assistance—0
SMTCE: A Social Media Text Classification Evaluation Benchmark and BERTology Models for Vietnamese—0
ALEXSIS-PT: A New Resource for Portuguese Lexical Simplification—0
From Disfluency Detection to Intent Detection and Slot FillingCode0
Multi-stage Distillation Framework for Cross-Lingual Semantic Similarity MatchingCode0
Multilingual Bidirectional Unsupervised Translation Through Multilingual Finetuning and Back-TranslationCode0
Neural Approaches to Multilingual Information RetrievalCode0
Investigating Language Relationships in Multilingual Sentence Encoders Through the Lens of Linguistic Typology—0
BERTifying Sinhala -- A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification—0
Massively Multilingual Lexical Specialization of Multilingual Transformers—0
AsNER -- Annotated Dataset and Baseline for Assamese Named Entity recognition—0
Improving Code-Switching Dependency Parsing with Semi-Supervised Auxiliary TasksCode0
Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection—0
Sliced at SemEval-2022 Task 11: Bigger, Better? Massively Multilingual LMs for Multilingual Complex NER on an Academic GPU Budget—0
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems—0
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