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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

InaGVAD : A Challenging French TV and Radio Corpus Annotated for Speech Activity Detection and Speaker Gender Segmentation COLING 2024
Conjoin after Decompose: Improving Few-Shot Performance of Named Entity Recognition COLING 2024
Fine-Grained Legal Argument-Pair Extraction via Coarse-Grained Pre-training COLING 2024
Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning? ACL 2024
Preparing Lessons for Progressive Training on Language Models AAAI 2024
Habitus: Boosting Mobile Immersive Content Delivery through Full-body Pose Tracking and Multipath Networking NSDI 2024
Pre-trained Online Contrastive Learning for Insurance Fraud Detection AAAI 2024
Transfer Learning for Russian Legal Text Simplification COLING 2024
LitePred: Transferable and Scalable Latency Prediction for Hardware-Aware Neural Architecture Search NSDI 2024
Collaborative Learning across Heterogeneous Systems with Pre-Trained Models AAAI 2024
Zero-shot Learning for Multilingual Discourse Relation Classification COLING 2024
A Novel Instruction Tuning Method for Vietnamese Mathematical Reasoning using Trainable Open-Source Large Language Models CONLL 2024
CM-Off-Meme: Code-Mixed Hindi-English Offensive Meme Detection with Multi-Task Learning by Leveraging Contextual Knowledge COLING 2024
ÚFAL LatinPipe at EvaLatin 2024: Morphosyntactic Analysis of Latin COLING 2024
Structure-aware Fine-tuning for Code Pre-trained Models COLING 2024
TunArTTS: Tunisian Arabic Text-To-Speech Corpus COLING 2024
Adapting image-based RL policies via predicted rewards L4DC 2024
Arabic Speech Recognition of zero-resourced Languages: A case of Shehri (Jibbali) Language COLING 2024
Towards Reliable Learning in the Wild: Generalization and Adaptation AAAI 2024
Linguistic Knowledge Can Enhance Encoder-Decoder Models (If You Let It) COLING 2024
Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives AAAI 2024
A Workflow for HTR-Postprocessing, Labeling and Classifying Diachronic and Regional Variation in Pre-Modern Slavic Texts COLING 2024
Any-point Trajectory Modeling for Policy Learning RSS 2024
Challenges in Pre-Training Graph Neural Networks for Context-Based Fake News Detection: An Evaluation of Current Strategies and Resource Limitations COLING 2024
ToNER: Type-oriented Named Entity Recognition with Generative Language Model COLING 2024