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Multi-Lingual Learning

281 directly classified papers

Papers per year

Papers

Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport EMNLP 2022
Language Contamination Helps Explains the Cross-lingual Capabilities of English Pretrained Models EMNLP 2022
Analyzing the Mono- and Cross-Lingual Pretraining Dynamics of Multilingual Language Models EMNLP 2022
Synergy with Translation Artifacts for Training and Inference in Multilingual Tasks EMNLP 2022
Subword Evenness (SuE) as a Predictor of Cross-lingual Transfer to Low-resource Languages EMNLP 2022
ASQA: Factoid Questions Meet Long-Form Answers EMNLP 2022
Intriguing Properties of Compression on Multilingual Models EMNLP 2022
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings EMNLP 2022
IndicXNLI: Evaluating Multilingual Inference for Indian Languages EMNLP 2022
Joint Completion and Alignment of Multilingual Knowledge Graphs EMNLP 2022
Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mapping EMNLP 2022
Adapting Multilingual Models for Code-Mixed Translation EMNLP 2022
Multilingual Social Media Text Generation and Evaluation with Few-Shot Prompting EMNLP 2022
Entity Retrieval from Multilingual Knowledge Graphs EMNLP 2022
AfroLM: A Self-Active Learning-based Multilingual Pretrained Language Model for 23 African Languages EMNLP 2022
A Benchmark Study of Contrastive Learning for Arabic Social Meaning EMNLP 2022
NADI 2022: The Third Nuanced Arabic Dialect Identification Shared Task EMNLP 2022
Expanding Pretrained Models to Thousands More Languages via Lexicon-based Adaptation ACL 2022
BiRdQA: A Bilingual Dataset for Question Answering on Tricky Riddles AAAI 2022
Small Data? No Problem! Exploring the Viability of Pretrained Multilingual Language Models for Low-resourced Languages EMNLP 2021
Zero-Shot Cross-Lingual Phonetic Recognition with External Language Embedding INTERSPEECH 2021
SpeakerStew: Scaling to Many Languages with a Triaged Multilingual Text-Dependent and Text-Independent Speaker Verification System INTERSPEECH 2021
Robust Optimization for Multilingual Translation with Imbalanced Data NIPS 2021
Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces ACL 2021
Larger-Scale Transformers for Multilingual Masked Language Modeling ACL 2021