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

The Echoes of Multilinguality: Tracing Cultural Value Shifts during Language Model Fine-tuning ACL 2024

Event Detection from Social Media for Epidemic Prediction NAACL 2024

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

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

Knowledge Fusion By Evolving Weights of Language Models ACL 2024

MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning ACL 2024

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

Disambiguate Words like Composing Them: A Morphology-Informed Approach to Enhance Chinese Word Sense Disambiguation ACL 2024

Multilingual Models for ASR in Chibchan Languages NAACL 2024

How does Architecture Influence the Base Capabilities of Pre-trained Language Models? A Case Study Based on FFN-Wider and MoE Transformers NIPS 2024

ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale ACL 2024

Rethinking Correlation Learning via Label Prior for Open Set Domain Adaptation IJCAI 2024

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

Deep Exploration of Cross-Lingual Zero-Shot Generalization in Instruction Tuning ACL 2024

A Hybrid Approach to Aspect Based Sentiment Analysis Using Transfer Learning COLING 2024

The Unreasonable Effectiveness of Easy Training Data for Hard Tasks ACL 2024

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

Symbol-LLM: Towards Foundational Symbol-centric Interface For Large Language Models ACL 2024

Cross-transfer Knowledge between Speech and Text Encoders to Evaluate Customer Satisfaction INTERSPEECH 2024

TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding CVPR 2024

Language Complexity and Speech Recognition Accuracy: Orthographic Complexity Hurts, Phonological Complexity Doesn’t ACL 2024

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

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