transfer learning

5442 papers

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Also known as

TANDA HTL TL ULMFIT TRL

Co-occurring keywords

domain adaptation (4578) text classification (6776) representation learning (6174) few-shot learning (3390) multi-task learning (2556) language model (4573) zero-shot learning (3637) low-resource language (2234) knowledge distillation (3680) large language model (12755)

Papers

Unity in Diversity: Collaborative Pre-training Across Multimodal Medical Sources ACL 2024

Event Detection from Social Media for Epidemic Prediction NAACL 2024

EkoHate: Abusive Language and Hate Speech Detection for Code-switched Political Discussions on Nigerian Twitter NAACL 2024

Multilingual Models for ASR in Chibchan Languages NAACL 2024

EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques NAACL 2024

ManWav: The First Manchu ASR Model ACL 2024

Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024

Tübingen-CL at SemEval-2024 Task 1: Ensemble Learning for Semantic Relatedness Estimation NAACL 2024

Learning Cross-Architecture Instruction Embeddings for Binary Code Analysis in Low-Resource Architectures NAACL 2024

AIMA at SemEval-2024 Task 10: History-Based Emotion Recognition in Hindi-English Code-Mixed Conversations NAACL 2024

DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts NAACL 2024

On the Robustness of Neural Models for Full Sentence Transformation NAACL 2024

NRK at SemEval-2024 Task 1: Semantic Textual Relatedness through Domain Adaptation and Ensemble Learning on BERT-based models NAACL 2024

PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs ACL 2024

Any-Way Meta Learning AAAI 2024

Knowledge Fusion By Evolving Weights of Language Models ACL 2024

Harnessing Large Language Models as Post-hoc Correctors ACL 2024

DeMuX: Data-efficient Multilingual Learning NAACL 2024

Offline Multitask Representation Learning for Reinforcement Learning NIPS 2024

XferBench: a Data-Driven Benchmark for Emergent Language NAACL 2024

LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search NSDI 2024

Ranking Entities along Conceptual Space Dimensions with LLMs: An Analysis of Fine-Tuning Strategies ACL 2024

BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies? NAACL 2024

Question Translation Training for Better Multilingual Reasoning ACL 2024

Habitus: Boosting Mobile Immersive Content Delivery through Full-body Pose Tracking and Multipath Networking NSDI 2024