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Transfer Learning

8078 directly classified papers

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Papers

Zero-shot prompt-based classification: topic labeling in times of foundation models in German Tweets ACL 2025
Reasoning Under Distress: Mining Claims and Evidence in Mental Health Narratives ACL 2025
MuCAL: Contrastive Alignment for Preference-Driven KG-to-Text Generation EMNLP 2025
Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding ACL 2025
The Noisy Path from Source to Citation: Measuring How Scholars Engage with Past Research ACL 2025
Beyond Text Compression: Evaluating Tokenizers Across Scales ACL 2025
Emergent Abilities of Large Language Models under Continued Pre-training for Language Adaptation ACL 2025
Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation ACL 2025
Similarity = Value? Consultation Value-Assessment and Alignment for Personalized Search EMNLP 2025
Seeking Rational Demonstrations for Large Language Models: A Domain Generalization Approach to Unsupervised Cross-Domain Keyphrase Generation ACL 2025
Acoustic Individual Identification of White-Faced Capuchin Monkeys Using Joint Multi-Species Embeddings ACL 2025
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following ACL 2025
Structure-aware Domain Knowledge Injection for Large Language Models ACL 2025
USDC: A Dataset of  ̲User  ̲Stance and  ̲Dogmatism in Long  ̲Conversations ACL 2025
IMOL: Incomplete-Modality-Tolerant Learning for Multi-Domain Fake News Video Detection ACL 2025
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025
Re3Syn: A Dependency-Based Data Synthesis Framework for Long-Context Post-training ACL 2025
RuCCoD: Towards Automated ICD Coding in Russian EMNLP 2025
WordWiz at SemEval-2025 Task 10: Optimizing Narrative Extraction in Multilingual News via Fine-Tuned Language Models ACL 2025
ERU-KG: Efficient Reference-aligned Unsupervised Keyphrase Generation ACL 2025
Generative Reward Modeling via Synthetic Criteria Preference Learning ACL 2025
Typology-Guided Adaptation in Multilingual Models ACL 2025
Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval ACL 2025
ProMALex: Progressive Modular Adapters for Multi-Jurisdictional Legal Language Modeling ACL 2025
DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics ACL 2025