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Transfer Learning

8078 directly classified papers

Papers per year

Papers

Well Begun is Half Done: Low-resource Preference Alignment by Weak-to-Strong Decoding ACL 2025
RL-Guider: Leveraging Historical Decisions and Feedback for Drug Editing with Large Language Models ACL 2025
MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation ACL 2025
UI-E2I-Synth: Advancing GUI Grounding with Large-Scale Instruction Synthesis ACL 2025
EcomMMMU: Strategic Utilization of Visuals for Robust Multimodal E-commerce Models IJCNLP 2025
Exploring Jailbreak Attacks on LLMs through Intent Concealment and Diversion ACL 2025
A Rigorous Evaluation of LLM Data Generation Strategies for Low-Resource Languages EMNLP 2025
DUTir at SemEval-2025 Task 4: Optimized Fine-Tuning of Linear Layers for Balanced Knowledge Forgetting and Retention ACL 2025
SEA-LION: Southeast Asian Languages in One Network IJCNLP 2025
SheffieldGATE at SemEval-2025 Task 2: Multi-Stage Reasoning with Knowledge Fusion for Entity Translation ACL 2025
GIL-IIMAS UNAM at SemEval-2025 Task 4: LA-Min(E): LLM Unlearning Approaches Under Function Minimizing Evaluation Constraints ACL 2025
Empaths at SemEval-2025 Task 11: Retrieval-Augmented Approach to Perceived Emotions Prediction ACL 2025
Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025
Rethinking what matters: Effective and Robust Multilingual Realignment for Low-Resource Languages IJCNLP 2025
Segment Anything Meets Point Tracking WACV 2025
NBF at SemEval-2025 Task 5: Light-Burst Attention Enhanced System for Multilingual Subject Recommendation ACL 2025
QUIDS: Query Intent Description for Exploratory Search via Dual Space Modeling EMNLP 2025
CLASSER: Cross-lingual Annotation Projection enhancement through Script Similarity for Fine-grained Named Entity Recognition IJCNLP 2025
NyayaRAG: Realistic Legal Judgment Prediction with RAG under the Indian Common Law System IJCNLP 2025
Improve Vision Language Model Chain-of-thought Reasoning ACL 2025
Decode Like a Clinician: Enhancing LLM Fine-Tuning with Temporal Structured Data Representation IJCNLP 2025
From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning IJCNLP 2025
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following ACL 2025
ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty ACL 2025
ITALIC: An Italian Culture-Aware Natural Language Benchmark NAACL 2025