conftrace_

cross-lingual adaptation

34 papers

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Co-occurring keywords

transfer learning (5449) low-resource language (2273) machine translation (2499) multilingual model (925) multilingual nlp (1426) sentiment analysis (2084) speech emotion recognition (270) transformer model (1996) automatic speech recognition (1774) multi-label classification (1009)

Papers

BIRDTurk: Adaptation of the BIRD Text-to-SQL Dataset to Turkish EACL 2026
Tokenizer-Aware Cross-Lingual Adaptation of Decoder-Only LLMs through Embedding Relearning and Swapping EACL 2026
Prosody as Supervision: Bridging the Non-Verbal–Verbal for Multilingual Speech Emotion Recognition ACL 2026
Cross-Modal Augmentation for Low-Resource Language Understanding and Generation ACL 2025
OSINT at GenAI Detection Task 1: Multilingual MGT Detection: Leveraging Cross-Lingual Adaptation for Robust LLMs Text Identification COLING 2025
CIOL at SemEval-2025 Task 11: Multilingual Pre-trained Model Fusion for Text-based Emotion Recognition ACL 2025
Zero_Shot at SemEval-2025 Task 11: Fine-Tuning Deep Learning and Transformer-based Models for Emotion Detection in Multi-label Classification, Intensity Estimation, and Cross-lingual Adaptation ACL 2025
Leveraging High-Resource English Corpora for Cross-lingual Domain Adaptation in Low-Resource Japanese Medicine via Continued Pre-training EMNLP 2025
Zero_Shot at SemEval-2025 Task 11: Fine-Tuning Deep Learning and Transformer-based Models for Emotion Detection in Multi-label Classification, Intensity Estimation, and Cross-lingual Adaptation SEMEVAL 2025
CIOL at SemEval-2025 Task 11: Multilingual Pre-trained Model Fusion for Text-based Emotion Recognition SEMEVAL 2025
MIGRATE: Cross-Lingual Adaptation of Domain-Specific LLMs through Code-Switching and Embedding Transfer COLING 2025
Do LLMs Understand Wine Descriptors Across Cultures? A Benchmark for Cultural Adaptations of Wine Reviews EMNLP 2025
whatdoyoumeme at SemEval-2024 Task 4: Hierarchical-Label-Aware Persuasion Detection using Translated Texts SEMEVAL 2024
Bridging Emotions Across Languages: Low Rank Adaptation for Multilingual Speech Emotion Recognition INTERSPEECH 2024
AdaCCD: Adaptive Semantic Contrasts Discovery Based Cross Lingual Adaptation for Code Clone Detection AAAI 2024
NollySenti: Leveraging Transfer Learning and Machine Translation for Nigerian Movie Sentiment Classification ACL 2023
Cross-Lingual Cross-Age Adaptation for Low-Resource Elderly Speech Emotion Recognition INTERSPEECH 2023
Low-Resource Cross-Lingual Adaptive Training for Nigerian Pidgin INTERSPEECH 2023
Meta-Learning for Fast Cross-Lingual Adaptation in Dependency Parsing ACL 2022
Effective Fine-Tuning Methods for Cross-lingual Adaptation EMNLP 2021
Multilingual and cross-lingual document classification: A meta-learning approach EACL 2021
Adapting Entities across Languages and Cultures EMNLP 2021
SpanAlign: Efficient Sequence Tagging Annotation Projection into Translated Data applied to Cross-Lingual Opinion Mining EMNLP 2021
Unsupervised Cross-Lingual Adaptation of Dependency Parsers Using CRF Autoencoders EMNLP 2020
Localizing Open-Ontology QA Semantic Parsers in a Day Using Machine Translation EMNLP 2020