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Transfer Learning

3884 directly classified papers

Papers per year

Papers

ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025
Ibom NLP: A Step Toward Inclusive Natural Language Processing for Nigeria’s Minority Languages IJCNLP 2025
Improving Language and Modality Transfer in Translation by Character-level Modeling ACL 2025
Fine-Tuning on Noisy Instructions: Effects on Generalization and Performance IJCNLP 2025
Acquisition and Application of Novel Knowledge in Large Language Models ACL 2025
Improving Sign Language Understanding with a Multi-Stream Masked Autoencoder Trained on ASL Videos IJCNLP 2025
How do Language Models Reshape Entity Alignment? A Survey of LM-Driven EA Methods: Advances, Benchmarks, and Future EMNLP 2025
Ability Transfer Through Language Mixing IJCNLP 2025
Detecting Legal Citations in United Kingdom Court Judgments EMNLP 2025
Relation Extraction or Pattern Matching? Unravelling the Generalisation Limits of Language Models for Biographical RE IJCNLP 2025
Forecasting Credit Ratings: A Case Study where Traditional Methods Outperform Generative LLMs COLING 2025
CLASSER: Cross-lingual Annotation Projection enhancement through Script Similarity for Fine-grained Named Entity Recognition IJCNLP 2025
You Are What You Train: Effects of Data Composition on Training Context-aware Machine Translation Models EMNLP 2025
Rethinking what matters: Effective and Robust Multilingual Realignment for Low-Resource Languages IJCNLP 2025
Romanized to Native Malayalam Script Transliteration Using an Encoder-Decoder Framework COLING 2025
IndicClaimBuster: A Multilingual Claim Verification Dataset IJCNLP 2025
Mixture of Languages: Improved Multilingual Encoders Through Language Grouping EMNLP 2025
Not Just a Piece of Cake: Cross-Lingual Fine-Tuning for Idiom Identification IJCNLP 2025
A Pipeline to Assess Merging Methods via Behavior and Internals EMNLP 2025
On Memorization of Large Language Models in Logical Reasoning IJCNLP 2025
Finetuning LLMs for Human Behavior Prediction in Social Science Experiments EMNLP 2025
LaMDAgent: An Autonomous Framework for Post-Training Pipeline Optimization via LLM Agents EMNLP 2025
How to age BERT Well: Continuous Training for Historical Language Adaptation COLING 2025
AugRefer: Advancing 3D Visual Grounding via Cross-Modal Augmentation and Spatial Relation-based Referring AAAI 2025
Customizing Domain Adapters for Domain Generalization ICCV 2025