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Transfer Learning

8,078 papers

Papers per year

Papers

Outdated Issue Aware Decoding for Factual Knowledge Editing ACL 2024
Agent-FLAN: Designing Data and Methods of Effective Agent Tuning for Large Language Models ACL 2024
Direct Preference Optimization with an Offset ACL 2024
From Discrimination to Generation: Low-Resource Intent Detection with Language Model Instruction Tuning ACL 2024
Efficient Continual Pre-training for Building Domain Specific Large Language Models ACL 2024
Smaller Language Models are capable of selecting Instruction-Tuning Training Data for Larger Language Models ACL 2024
Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt Tuning ACL 2024
PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs ACL 2024
ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale ACL 2024
Fine-tuning with HED-IT: The impact of human post-editing for dialogical language models ACL 2024
Probing the Emergence of Cross-lingual Alignment during LLM Training ACL 2024
Choose Your Transformer: Improved Transferability Estimation of Transformer Models on Classification Tasks ACL 2024
SMART: Submodular Data Mixture Strategy for Instruction Tuning ACL 2024
Integrating Pre-Trained Speech and Language Models for End-to-End Speech Recognition ACL 2024
Harnessing Large Language Models as Post-hoc Correctors ACL 2024
Multi-Task Transfer Matters During Instruction-Tuning ACL 2024
Set the Clock: Temporal Alignment of Pretrained Language Models ACL 2024
Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning ACL 2024
Fine-tuning Language Models for Joint Rewriting and Completion of Code with Potential Bugs ACL 2024
SCALE: Synergized Collaboration of Asymmetric Language Translation Engines ACL 2024
LMPT: Prompt Tuning with Class-Specific Embedding Loss for Long-Tailed Multi-Label Visual Recognition ACL 2024
Improving Vision-Language Cross-Lingual Transfer with Scheduled Unfreezing ACL 2024
SMASH at AraFinNLP2024: Benchmarking Arabic BERT Models on the Intent Detection ACL 2024
MemeMind at ArAIEval Shared Task: Spotting Persuasive Spans in Arabic Text with Persuasion Techniques Identification ACL 2024
Alson at NADI 2024 shared task: Alson - A fine-tuned model for Arabic Dialect Translation ACL 2024