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domain adaptation

4595 papers

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DA

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transfer learning (5449) unsupervised learning (3264) large language model (13587) semantic segmentation (3186) domain generalization (1522) representation learning (6206) neural machine translation (2310) adversarial learning (1595) text classification (6793) knowledge distillation (3725)

Papers

Boosting Large Language Models with Continual Learning for Aspect-based Sentiment Analysis EMNLP 2024
Towards Difficulty-Agnostic Efficient Transfer Learning for Vision-Language Models EMNLP 2024
Enhancing Voice Wake-Up for Dysarthria: Mandarin Dysarthria Speech Corpus Release and Customized System Design INTERSPEECH 2024
Multi-Energy Guided Image Translation with Stochastic Differential Equations for Near-Infrared Facial Expression Recognition AAAI 2024
Weakly Supervised Open-Vocabulary Object Detection AAAI 2024
SA²VP: Spatially Aligned-and-Adapted Visual Prompt AAAI 2024
Chamain: Harmonizing Character Persona Integrity with Domain-Adaptive Knowledge in Dialogue Generation ACL 2024
Knowlab’s Submission to L+M Shared Task: All you need is continued pretraining of chemistry texts even for molecule captioning ACL 2024
Chinese MentalBERT: Domain-Adaptive Pre-training on Social Media for Chinese Mental Health Text Analysis ACL 2024
ViHateT5: Enhancing Hate Speech Detection in Vietnamese With a Unified Text-to-Text Transformer Model ACL 2024
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ACL 2024
MediSwift: Efficient Sparse Pre-trained Biomedical Language Models ACL 2024
Fine-Tuned Machine Translation Metrics Struggle in Unseen Domains ACL 2024
How to Handle Different Types of Out-of-Distribution Scenarios in Computational Argumentation? A Comprehensive and Fine-Grained Field Study ACL 2024
Divide and Conquer: Hybrid Pre-training for Person Search AAAI 2024
OTTER: Effortless Label Distribution Adaptation of Zero-shot Models NIPS 2024
Multi-Lingual ESG Impact Duration Inference COLING 2024
M-QALM: A Benchmark to Assess Clinical Reading Comprehension and Knowledge Recall in Large Language Models via Question Answering ACL 2024
IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning ACL 2024
Loneliness Episodes: A Japanese Dataset for Loneliness Detection and Analysis ACL 2024
Depth Anything V2 NIPS 2024
Pre-training data selection for biomedical domain adaptation using journal impact metrics ACL 2024
Amanda: Adaptively Modality-Balanced Domain Adaptation for Multimodal Emotion Recognition ACL 2024
Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning ACL 2024
Stronger, Lighter, Better: Towards Life-Long Attribute Value Extraction for E-Commerce Products ACL 2024