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

Visual Fourier Prompt Tuning NIPS 2024

Gradient-based Parameter Selection for Efficient Fine-Tuning CVPR 2024

Cross-Problem Learning for Solving Vehicle Routing Problems IJCAI 2024

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

Event Detection from Social Media for Epidemic Prediction NAACL 2024

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

Speedy Gonzales: A Collection of Fast Task-Specific Models for Spanish NAACL 2024

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

ITEC at MLSP 2024: Transferring Predictions of Lexical Difficulty from Non-Native Readers NAACL 2024

Multilingual Models for ASR in Chibchan Languages NAACL 2024

Multi-language Diversity Benefits Autoformalization NIPS 2024

MutaPLM: Protein Language Modeling for Mutation Explanation and Engineering NIPS 2024

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

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

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

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

PEMT: Multi-Task Correlation Guided Mixture-of-Experts Enables Parameter-Efficient Transfer Learning ACL 2024

Detection and Positive Reconstruction of Cognitive Distortion Sentences: Mandarin Dataset and Evaluation ACL 2024

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

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

MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning ACL 2024

Large Language Models Can Learn Temporal Reasoning ACL 2024

Parameter Competition Balancing for Model Merging NIPS 2024

Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages ACL 2024

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