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Transfer Learning

8,078 papers

Papers per year

Papers

Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources ACL 2024
Are Emergent Abilities in Large Language Models just In-Context Learning? ACL 2024
Eliciting Better Multilingual Structured Reasoning from LLMs through Code ACL 2024
The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities ACL 2024
LLaMA Pro: Progressive LLaMA with Block Expansion ACL 2024
Harnessing the Power of Large Language Models for Natural Language to First-Order Logic Translation ACL 2024
The Unreasonable Effectiveness of Easy Training Data for Hard Tasks ACL 2024
PLUG: Leveraging Pivot Language in Cross-Lingual Instruction Tuning ACL 2024
ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs ACL 2024
Advancement in Graph Understanding: A Multimodal Benchmark and Fine-Tuning of Vision-Language Models ACL 2024
LangBridge: Multilingual Reasoning Without Multilingual Supervision ACL 2024
Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs ACL 2024
Order-Agnostic Data Augmentation for Few-Shot Named Entity Recognition ACL 2024
LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024
Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning ACL 2024
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning ACL 2024
Understanding Retrieval Robustness for Retrieval-augmented Image Captioning ACL 2024
Semi-Supervised Spoken Language Glossification ACL 2024
Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models ACL 2024
Bridging the Preference Gap between Retrievers and LLMs ACL 2024
Uncertainty Aware Learning for Language Model Alignment ACL 2024
Self-chats from Large Language Models Make Small Emotional Support Chatbot Better ACL 2024
LoRA-Flow: Dynamic LoRA Fusion for Large Language Models in Generative Tasks ACL 2024
XFT: Unlocking the Power of Code Instruction Tuning by Simply Merging Upcycled Mixture-of-Experts ACL 2024
Representation Learning with Conditional Information Flow Maximization ACL 2024