transfer learning

5442 papers

Explore in graph

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

Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations COLING 2024

Part-of-Speech Tagging for Northern Kurdish COLING 2024

Unsupervised Authorship Attribution for Medieval Latin Using Transformer-Based Embeddings COLING 2024

Bulgarian ParlaMint 4.0 corpus as a testset for Part-of-speech tagging and Named Entity Recognition COLING 2024

Transformer-based Swedish Semantic Role Labeling through Transfer Learning COLING 2024

Transferring BERT Capabilities from High-Resource to Low-Resource Languages Using Vocabulary Matching COLING 2024

UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt COLING 2024

Investigating Neural Machine Translation for Low-Resource Languages: Using Bavarian as a Case Study COLING 2024

The Effects of Pretraining in Video-Guided Machine Translation COLING 2024

tasksource: A Large Collection of NLP tasks with a Structured Dataset Preprocessing Framework COLING 2024

The IgboAPI Dataset: Empowering Igbo Language Technologies through Multi-dialectal Enrichment COLING 2024

Learning and Transferring Sparse Contextual Bigrams with Linear Transformers NIPS 2024

TAPASGO: Transfer Learning towards a German-Language Tabular Question Answering Model COLING 2024

Transfer Fine-tuning for Quality Estimation of Text Simplification COLING 2024

Language Models on a Diet: Cost-Efficient Development of Encoders for Closely-Related Languages via Additional Pretraining COLING 2024

Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It) COLING 2024

Fast Adaptation via Prompted Data: An Efficient Cross-Domain Fine-tuning Method for Large Language Models COLING 2024

Exploring the Synergy of Dual-path Encoder and Alignment Module for Better Graph-to-Text Generation COLING 2024

HuLU: Hungarian Language Understanding Benchmark Kit COLING 2024

Paraphrase Identification via Textual Inference NAACL 2024

Improving Viewpoint-Independent Object-Centric Representations through Active Viewpoint Selection NIPS 2024

Humanistic Buddhism Corpus: A Challenging Domain-Specific Dataset of English Translations for Classical and Modern Chinese COLING 2024

Empowering Small-Scale Knowledge Graphs: A Strategy of Leveraging General-Purpose Knowledge Graphs for Enriched Embeddings COLING 2024

Instruction Tuning with Human Curriculum NAACL 2024

JLBert: Japanese Light BERT for Cross-Domain Short Text Classification COLING 2024