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Transfer Learning

8078 directly classified papers

Papers per year

Papers

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
PLA-MGRA: Multi-Granularity and Relation-Aware Learning for Efficient and Generalizable Protein-Ligand Binding Affinity Prediction AAAI 2026
MSAnchor: De Novo Molecular Generation from Mass Spectrometry Data with Anchor-Extended Molecular Scaffolds AAAI 2026
MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning AAAI 2026
CrystalDiT: Simple Diffusion Transformers for Crystal Generation AAAI 2026
InterMoE: Individual-Specific 3D Human Interaction Generation via Dynamic Temporal-Selective MoE AAAI 2026
Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape AAAI 2026
Conditional Causal Representation Learning for Heterogeneous Single-cell RNA Data Integration and Prediction IJCAI 2025
Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning IJCAI 2025
Multilinguality Does not Make Sense: Investigating Factors Behind Zero-Shot Cross-Lingual Transfer in Sense-Aware Tasks EMNLP 2025
Cost-Effective On-Device Sequential Recommendation with Spiking Neural Networks IJCAI 2025
University of Indonesia at SemEval-2025 Task 11: Evaluating State-of-the-Art Encoders for Multi-Label Emotion Detection ACL 2025
Personalized Language Models via Privacy-Preserving Evolutionary Model Merging EMNLP 2025
GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery EMNLP 2025
Fine-tuning Whisper Tiny for Swahili ASR: Challenges and Recommendations for Low-Resource Speech Recognition ACL 2025
YodiV3: NLP for Togolese Languages with Eyaa-Tom Dataset and the Lom Metric ACL 2025
GUI-Bee: Align GUI Action Grounding to Novel Environments via Autonomous Exploration EMNLP 2025
UncleLM at SemEval-2025 Task 11: RAG-Based Few-Shot Learning and Fine-Tuned Encoders for Multilingual Emotion Detection ACL 2025
NUST Titans at SemEval-2025 Task 11: AfroEmo: Multilingual Emotion Detection with Adaptive Afro-XLM-R ACL 2025
Breaking the Transcription Bottleneck: Fine-tuning ASR Models for Extremely Low-Resource Fieldwork Languages ACL 2025
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls EMNLP 2025
LEAF: Learning and Evaluation Augmented by Fact-Checking to Improve Factualness in Large Language Models EMNLP 2025
The Impact of Language Mixing on Bilingual LLM Reasoning EMNLP 2025
SEMMA: A Semantic Aware Knowledge Graph Foundation Model EMNLP 2025