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Multilingual NLP

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Showing 1–50 of 96 papers

TitleStatusHype
BLOOM: A 176B-Parameter Open-Access Multilingual Language ModelCode4
Trankit: A Light-Weight Transformer-based Toolkit for Multilingual Natural Language ProcessingCode1
WikiNEuRal: Combined Neural and Knowledge-based Silver Data Creation for Multilingual NERCode1
XTREME-UP: A User-Centric Scarce-Data Benchmark for Under-Represented LanguagesCode1
On Bilingual Lexicon Induction with Large Language ModelsCode1
Samanantar: The Largest Publicly Available Parallel Corpora Collection for 11 Indic LanguagesCode1
fugashi, a Tool for Tokenizing Japanese in PythonCode1
HONEST: Measuring Hurtful Sentence Completion in Language ModelsCode1
PMIndia -- A Collection of Parallel Corpora of Languages of IndiaCode1
Unsupervised Cross-lingual Representation Learning at ScaleCode1
DetIE: Multilingual Open Information Extraction Inspired by Object DetectionCode1
Language-agnostic BERT Sentence EmbeddingCode1
Improving Bilingual Lexicon Induction with Cross-Encoder RerankingCode1
Improving Word Translation via Two-Stage Contrastive LearningCode1
Simultaneous Translation and Paraphrase for Language EducationCode1
Improving Word Translation via Two-Stage Contrastive LearningCode1
Discovering Representation Sprachbund For Multilingual Pre-Training—0
Don't Touch My Diacritics—0
Dravidian language family through Universal Dependencies lens—0
Fairness in Representation for Multilingual NLP: Insights from Controlled Experiments on Conditional Language Modeling—0
HausaNLP: Current Status, Challenges and Future Directions for Hausa Natural Language Processing—0
How does a Multilingual LM Handle Multiple Languages?—0
How Do Multilingual Encoders Learn Cross-lingual Representation?—0
How Good is Your Wikipedia? Auditing Data Quality for Low-resource and Multilingual NLP—0
Development of the Multilingual Semantic Annotation System—0
A Multilingual Modeling Method for Span-Extraction Reading Comprehension—0
A Reproducibility Study on Quantifying Language Similarity: The Impact of Missing Values in the URIEL Knowledge Base—0
A Systematic Study of Performance Disparities in Multilingual Task-Oriented Dialogue Systems—0
Automatic Parallel Corpus Creation for Hindi-English News Translation Task—0
Benchmarking the Performance of Pre-trained LLMs across Urdu NLP Tasks—0
Beyond Static Models and Test Sets: Benchmarking the Potential of Pre-trained Models Across Tasks and Languages—0
Bias Beyond English: Evaluating Social Bias and Debiasing Methods in a Low-Resource Setting—0
Challenges and Considerations with Code-Mixed NLP for Multilingual Societies—0
Challenges and Strategies in Cross-Cultural NLP—0
ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning—0
Code-Mixed Telugu-English Hate Speech Detection—0
Coreference Strategies in English-German Translation—0
Cross-Linguistic Transfer in Multilingual NLP: The Role of Language Families and Morphology—0
DBpedia Abstracts: A Large-Scale, Open, Multilingual NLP Training Corpus—0
Adapting LLMs to Hebrew: Unveiling DictaLM 2.0 with Enhanced Vocabulary and Instruction Capabilities—0
I’ve got a construction looks funny – representing and recovering non-standard constructions in UD—0
IXA pipeline: Efficient and Ready to Use Multilingual NLP tools—0
LAGO: Few-shot Crosslingual Embedding Inversion Attacks via Language Similarity-Aware Graph Optimization—0
Leveraging Large Language Models to Measure Gender Representation Bias in Gendered Language Corpora—0
Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Transfer in Sense-Aware Tasks—0
Multilingual Prompt Engineering in Large Language Models: A Survey Across NLP Tasks—0
Multilingual Word Embeddings for Low-Resource Languages using Anchors and a Chain of Related Languages—0
Multi-teacher Distillation for Multilingual Spelling Correction—0
nmT5 -- Is parallel data still relevant for pre-training massively multilingual language models?—0
nmT5 - Is parallel data still relevant for pre-training massively multilingual language models?—0
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