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Transfer Learning

8078 directly classified papers

Papers per year

Papers

Do LLMs Need Inherent Reasoning Before Reinforcement Learning? A Study in Korean Self-Correction AACL 2025
Not Just a Piece of Cake: Cross-Lingual Fine-Tuning for Idiom Identification AACL 2025
QM-AI at SemEval-2025 Task 6: an Ensemble of BERT Models for Promise Identification in ESG Context SEMEVAL 2025
ControlMed: Adding Reasoning Control to Medical Language Model AACL 2025
From Templates to Natural Language: Generalization Challenges in Instruction-Tuned LLMs for Spatial Reasoning AACL 2025
Identifying and Reusing Learnwares Across Different Label Spaces IJCAI 2025
ITALIC: An Italian Culture-Aware Natural Language Benchmark NAACL 2025
Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos AACL 2025
How Aligned Are Unimodal Language and Graph Encodings of Chemical Molecules? AACL 2025
Mechanism Design for Large Language Models (Extended Abstract) IJCAI 2025
Can LLMs Convert Graphs to Text-Attributed Graphs? NAACL 2025
CICL at SemEval-2025 Task 9: A Pilot Study on Different Machine Learning Models for Food Hazard Detection Challenge SEMEVAL 2025
AllGCD: Leveraging All Unlabeled Data for Generalized Category Discovery ICCV 2025
Specializing Large Language Models to Simulate Survey Response Distributions for Global Populations NAACL 2025
Large Language Models Are Cross-Lingual Knowledge-Free Reasoners NAACL 2025
BATCLIP: Bimodal Online Test-Time Adaptation for CLIP ICCV 2025
Pancreatic Cancer Diagnosis System AAAI 2025
MSc-SQL: Multi-Sample Critiquing Small Language Models For Text-To-SQL Translation NAACL 2025
Fully Test-time Adaptation for Tabular Data AAAI 2025
Language Models are Crossword Solvers NAACL 2025
GeoMamba: Towards Multi-granular POI Recommendation with Geographical State Space Model AAAI 2025
Bridging the Sim-to-Real Gap for Athletic Loco-Manipulation RSS 2025
An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025
AutoGUI: Scaling GUI Grounding with Automatic Functionality Annotations from LLMs ACL 2025
KS-Lottery: Finding Certified Lottery Tickets for Multilingual Transfer in Large Language Models NAACL 2025