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Transfer Learning

2362 directly classified papers

Papers per year

Papers

Language Models are Universal Embedders ACL 2025
Improving Continual Pre-training Through Seamless Data Packing ACL 2025
Understand the Implication: Learning to Think for Pragmatic Understanding ACL 2025
Large Language Models Still Exhibit Bias in Long Text ACL 2025
Decouple-Then-Merge: Finetune Diffusion Models as Multi-Task Learning CVPR 2025
Intent Matters: Enhancing AI Tutoring with Fine-Grained Pedagogical Intent Annotation ACL 2025
Investigating self-supervised speech models' ability to classify animal vocalizations: The case of gibbon's vocal signatures INTERSPEECH 2024
AlignNet: Learning dataset score alignment functions to enable better training of speech quality estimators INTERSPEECH 2024
Universal Test-Time Adaptation Through Weight Ensembling, Diversity Weighting, and Prior Correction WACV 2024
SPIN: Sparsifying and Integrating Internal Neurons in Large Language Models for Text Classification ACL 2024
Fast Randomized Low-Rank Adaptation of Pre-trained Language Models with PAC Regularization ACL 2024
Dictionary-Aided Translation for Handling Multi-Word Expressions in Low-Resource Languages ACL 2024
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets EACL 2024
Your Vision-Language Model Itself Is a Strong Filter: Towards High-Quality Instruction Tuning with Data Selection ACL 2024
Designing a Hybrid Neural System To Learn Real-World Crack Segmentation From Fractal-Based Simulation WACV 2024
LM-Cocktail: Resilient Tuning of Language Models via Model Merging ACL 2024
LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild ACL 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains ACL 2024
Knowledge Editing of Large Language Models Unconstrained by Word Order ACL 2024
SeaLLMs - Large Language Models for Southeast Asia ACL 2024
Implanting LLM’s Knowledge via Reading Comprehension Tree for Toxicity Detection ACL 2024
On the Fly Neural Style Smoothing for Risk-Averse Domain Generalization WACV 2024
RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization ACL 2024
SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning ACL 2024
NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms ACL 2024