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Domain Adaptation

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Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions EACL 2026
Detecting Primary Progressive Aphasia (PPA) from Text: A Benchmarking Study EACL 2026
Nuanced Toxicity Detection in Spanish: A New Corpus and Benchmark Study EACL 2026
Which Works Best for Vietnamese? A Practical Study of Information Retrieval Methods across Domains EACL 2026
TextMineX: Data, Evaluation Framework and Ontology-guided LLM Pipeline for Humanitarian Mine Action EACL 2026
DRIVINGVQA: A Dataset for Interleaved Visual Chain-of-Thought in Real-World Driving Scenarios EACL 2026
Seeing Words Differently: Visual Embeddings for Robust English-Arabic Machine Translation EACL 2026
Selective Multimodal Retrieval for Automated Verification of Image–Text Claims EACL 2026
Weakly Supervised Named Entity Recognition for Historical Texts EACL 2026
Anchoring the Judge: Curriculum-Based Adaptation and Reference-Anchored MQM for LLM-Based Machine Translation of an Unseen Low-Resource Language - A Case of Nupe EACL 2026
Out-Of-Tune rather than Fine-Tuned: How Pre-training, Fine-tuning and Tokenization Affect Semantic Similarity in a Historical, Non-Standardized Domain EACL 2026
Cross-Lingual and Cross-Domain Transfer Learning for POS Tagging in Historical Germanic Low-Resource Languages EACL 2026
Dialect Matters: Cross-Lingual ASR Transfer for Low-Resource Indic Language Varieties EACL 2026
Ara-HOPE: Human-Centric Post-Editing Evaluation for Dialectal Arabic to Modern Standard Arabic Translation EACL 2026
No Label? No Problem: Unsupervised Continual Learning for Adaptive Medical ASR EACL 2026
Enhancing User Safety: Context-Aware Detection of Offensive Query-Ad Pairs in Multimodal Search Advertising EACL 2026
Improving Language Identification for Code-Switched Speech: The Pivotal Role of Accented English EACL 2026
Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation EACL 2026
Sample-Size Scaling of the African Languages NLI Evaluation EACL 2026
Sudanese-Flores: Extending FLORES+ to Sudanese Arabic Dialect EACL 2026
Linguistic Blind Spots in Clinical Decision Extraction EACL 2026
Contributing to Speech-to-Speech Translation for African Low-Resource Languages : Study of French-Mooré Pair EACL 2026
HiKE: Hierarchical Evaluation Framework for Korean-English Code-Switching Speech Recognition EACL 2026
BanglaIPA: Towards Robust Text-to-IPA Transcription with Contextual Rewriting in Bengali EACL 2026
MirrorShield: Towards Dynamic Adaptive Defense Against Jailbreaks via Entropy-Guided Mirror Crafting AAAI 2026