conftrace_

multilingual nlu

9 papers

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Co-occurring keywords · papers mentioning both

multilingual natural language understanding (2) slot filling (2) multilingual model (2) intent classification (2) cross-lingual transfer (2) data augmentation (2) zero-shot learning (2) multilingual alignment (1) virtual assistant (1) layer aggregation (1)

Papers

byteSizedLLM@NLU of Devanagari Script Languages 2025: Hate Speech Detection and Target Identification Using Customized Attention BiLSTM and XLM-RoBERTa Base Embeddings COLING 2025 Cross-Lingual Representation Alignment Through Contrastive Image-Caption Tuning ACL 2025 Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages EMNLP 2024 MASSIVE: A 1M-Example Multilingual Natural Language Understanding Dataset with 51 Typologically-Diverse Languages ACL 2023 PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs EMNLP 2023 C5L7: A Zero-Shot Algorithm for Intent and Slot Detection in Multilingual Task Oriented Languages EMNLP 2022 Data Augmentation and Learned Layer Aggregation for Improved Multilingual Language Understanding in Dialogue ACL 2022 Generalized Quantifiers as a Source of Error in Multilingual NLU Benchmarks NAACL 2022 STIL - Simultaneous Slot Filling, Translation, Intent Classification, and Language Identification: Initial Results using mBART on MultiATIS++ AACL 2020