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Transfer Learning

8,078 papers

Papers per year

Papers

Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment EMNLP 2024
A New Pipeline for Knowledge Graph Reasoning Enhanced by Large Language Models Without Fine-Tuning EMNLP 2024
Cross-domain NER with Generated Task-Oriented Knowledge: An Empirical Study from Information Density Perspective EMNLP 2024
Retrieved Sequence Augmentation for Protein Representation Learning EMNLP 2024
Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment EMNLP 2024
KB-Plugin: A Plug-and-play Framework for Large Language Models to Induce Programs over Low-resourced Knowledge Bases EMNLP 2024
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection EMNLP 2024
On Training Data Influence of GPT Models EMNLP 2024
Cross-lingual Transfer for Automatic Question Generation by Learning Interrogative Structures in Target Languages EMNLP 2024
ScalingFilter: Assessing Data Quality through Inverse Utilization of Scaling Laws EMNLP 2024
From Bottom to Top: Extending the Potential of Parameter Efficient Fine-Tuning EMNLP 2024
Incubating Text Classifiers Following User Instruction with Nothing but LLM EMNLP 2024
Consistent Autoformalization for Constructing Mathematical Libraries EMNLP 2024
Semantic Training Signals Promote Hierarchical Syntactic Generalization in Transformers EMNLP 2024
ARES: Alternating Reinforcement Learning and Supervised Fine-Tuning for Enhanced Multi-Modal Chain-of-Thought Reasoning Through Diverse AI Feedback EMNLP 2024
Retrieve-Plan-Generation: An Iterative Planning and Answering Framework for Knowledge-Intensive LLM Generation EMNLP 2024
MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 2024
Crafting Personalized Agents through Retrieval-Augmented Generation on Editable Memory Graphs EMNLP 2024
Modeling Nonnative Sentence Processing with L2 Language Models EMNLP 2024
MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension EMNLP 2024
Context-Aware Assistant Selection for Improved Inference Acceleration with Large Language Models EMNLP 2024
Teaching Small Language Models Reasoning through Counterfactual Distillation EMNLP 2024
Pretraining Language Models Using Translationese EMNLP 2024
Boosting Scientific Concepts Understanding: Can Analogy from Teacher Models Empower Student Models? EMNLP 2024
Learning from Natural Language Explanations for Generalizable Entity Matching EMNLP 2024