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Transfer Learning

8078 directly classified papers

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Papers

Tokenizer-Aware Cross-Lingual Adaptation of Decoder-Only LLMs through Embedding Relearning and Swapping EACL 2026

Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models EACL 2026

Annotation-Efficient Vision-Language Model Adaptation to the Polish Language Using the LLaVA Framework EACL 2026

Compact Multimodal Language Models as Robust OCR Alternatives for Noisy Textual Clinical Reports EACL 2026

Do Clinical Question Answering Systems Really Need Specialised Medical Fine Tuning? EACL 2026

Rethinking Data Mixture for Large Language Models: A Comprehensive Survey and New Perspectives EACL 2026

DS2-Instruct: Domain-Specific Data Synthesis for Large Language Models Instruction Tuning EACL 2026

CLICKER: Cross-Lingual Knowledge Editing via In-Context Learning with Adaptive Stepwise Reasoning EACL 2026

Weakly-supervised Argument Mining with Boundary Refinement and Relation Denoising EACL 2026

AIC CTU@AVerImaTeC: dual-retriever RAG for image-text fact checking EACL 2026

StressRoBERTa: Cross-Condition Transfer Learning from Depression, Anxiety, and PTSD to Stress Detection EACL 2026

Too Long, Didn’t Model: Decomposing LLM Long Context Understanding With Novels EACL 2026

"We Are (Language) Family”: Adapting Transformer models to related minority languages with linguistic data EACL 2026

Less is More: Adapting Text Embeddings for Low-Resource Languages with Small Scale Noisy Synthetic Data EACL 2026

KyrText: A Multi-Domain Large-Scale Corpus for Kyrgyz Language EACL 2026

Tokenization and Morphological Fidelity in Uralic NLP: A Cross-Lingual Evaluation EACL 2026

Dialect Matters: Cross-Lingual ASR Transfer for Low-Resource Indic Language Varieties EACL 2026

From FusHa to Folk: Exploring Cross-Lingual Transfer in Arabic Language Models EACL 2026

Improving Dialect Robustness in Large Language Models via LoRA and Mixture-of-Experts EACL 2026

Maastricht University at AMIYA: Adapting LLMs for Dialectal Arabic using Fine-tuning and MBR Decoding EACL 2026

What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects EACL 2026

Improving Language Identification for Code-Switched Speech: The Pivotal Role of Accented English EACL 2026

Harder than Finding the Lost Sheep? Towards Automatically Suggesting Deliberate Metaphor Annotations in German Sermons EACL 2026

VisAffect at MWE-2026 AdMIRe 2: IMMCAN Idiom Multimodal Cross-Attention Network EACL 2026

WorldAgen: Unified State-Action Prediction with Test-Time World Model Training AAAI 2026