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XLM-R

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Showing 101–150 of 221 papers

TitleStatusHype
XSemPLR: Cross-Lingual Semantic Parsing in Multiple Natural Languages and Meaning RepresentationsCode0
Hate Speech and Offensive Content Detection in Indo-Aryan Languages: A Battle of LSTM and Transformers—0
Hitachi at SemEval-2022 Task 2: On the Effectiveness of Span-based Classification Approaches for Multilingual Idiomaticity Detection—0
Tollywood Emotions: Annotation of Valence-Arousal in Telugu Song Lyrics—0
How to Adapt Your Pretrained Multilingual Model to 1600 Languages—0
IBM MNLP IE at CASE 2021 Task 1: Multigranular and Multilingual Event Detection on Protest News—0
A Text-to-Text Model for Multilingual Offensive Language Identification—0
Contributions of Transformer Attention Heads in Multi- and Cross-lingual Tasks—0
AsNER - Annotated Dataset and Baseline for Assamese Named Entity recognition—0
AsNER -- Annotated Dataset and Baseline for Assamese Named Entity recognition—0
Are Pretrained Multilingual Models Equally Fair Across Languages?—0
Compressing Cross-Lingual Multi-Task Models at Qualtrics—0
Comparative Approaches to Sentiment Analysis Using Datasets in Major European and Arabic Languages—0
Combining static and contextualised multilingual embeddings—0
Integrating Semantic Information into Sketchy Reading Module of Retro-Reader for Vietnamese Machine Reading Comprehension—0
Investigating Language Relationships in Multilingual Sentence Encoders Through the Lens of Linguistic Typology—0
CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling—0
Alexa Teacher Model: Pretraining and Distilling Multi-Billion-Parameter Encoders for Natural Language Understanding Systems—0
L3Cube-HindBERT and DevBERT: Pre-Trained BERT Transformer models for Devanagari based Hindi and Marathi Languages—0
Transfer to a Low-Resource Language via Close Relatives: The Case Study on Faroese—0
Languages You Know Influence Those You Learn: Impact of Language Characteristics on Multi-Lingual Text-to-Text Transfer—0
Larger-Scale Transformers for Multilingual Masked Language Modeling—0
Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models—0
Lexicon based Fine-tuning of Multilingual Language Models for Sentiment Analysis of Low-resource Languages—0
Classification of Code-Mixed Text Using Capsule Networks—0
LightMBERT: A Simple Yet Effective Method for Multilingual BERT Distillation—0
LinguAlchemy: Fusing Typological and Geographical Elements for Unseen Language Generalization—0
LIORI at SemEval-2021 Task 2: Span Prediction and Binary Classification approaches to Word-in-Context Disambiguation—0
利用语义关联增强的跨语言预训练模型的译文质量评估(A Cross-language Pre-trained Model with Enhanced Semantic Connection for MT Quality Estimation)—0
LOME: Large Ontology Multilingual Extraction—0
Bootstrapping Multilingual AMR with Contextual Word Alignments—0
Boosting Transformers for Job Expression Extraction and Classification in a Low-Resource Setting—0
Machines Do See Color: A Guideline to Classify Different Forms of Racist Discourse in Large Corpora—0
black[LSCDiscovery shared task] GlossReader at LSCDiscovery: Train to Select a Proper Gloss in English – Discover Lexical Semantic Change in Spanish—0
MaiNLP at SemEval-2024 Task 1: Analyzing Source Language Selection in Cross-Lingual Textual Relatedness—0
BERTifying Sinhala -- A Comprehensive Analysis of Pre-trained Language Models for Sinhala Text Classification—0
Exploring the Maze of Multilingual Modeling—0
MCL@IITK at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation using Augmented Data, Signals, and Transformers—0
MedAI Dialog Corpus (MEDIC): Zero-Shot Classification of Doctor and AI Responses in Health Consultations—0
Transformer-Based Contextualized Language Models Joint with Neural Networks for Natural Language Inference in Vietnamese—0
A Primer on Pretrained Multilingual Language Models—0
mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval—0
USTCCTSU at SemEval-2024 Task 1: Reducing Anisotropy for Cross-lingual Semantic Textual Relatedness Task—0
Mixed-Distil-BERT: Code-mixed Language Modeling for Bangla, English, and Hindi—0
USTC-NELSLIP at SemEval-2023 Task 2: Statistical Construction and Dual Adaptation of Gazetteer for Multilingual Complex NER—0
Multilingual and Zero-Shot is Closing in on Monolingual Web Register Classification—0
Applying Occam’s Razor to Transformer-Based Dependency Parsing: What Works, What Doesn’t, and What is Really Necessary—0
Adapting Mental Health Prediction Tasks for Cross-lingual Learning via Meta-Training and In-context Learning with Large Language Model—0
Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models—0
BabyLMs for isiXhosa: Data-Efficient Language Modelling in a Low-Resource Context—0
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