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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

Shared-Adapters: A Novel Transformer-based Parameter Efficient Transfer Learning Approach For Children’s Automatic Speech Recognition INTERSPEECH 2024
Fine-tuning Language Models for Joint Rewriting and Completion of Code with Potential Bugs ACL 2024
Zero-1-to-3: Domain-Level Zero-Shot Cognitive Diagnosis via One Batch of Early-Bird Students towards Three Diagnostic Objectives AAAI 2024
Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning? ACL 2024
Better Representations via Adversarial Training in Pre-Training: A Theoretical Perspective AISTATS 2024
Causal and Temporal Inference in Visual Question Generation by Utilizing Pre-trained Models ACL 2024
DILAB at #SMM4H 2024: Analyzing Social Anxiety Effects through Context-Aware Transfer Learning on Reddit Data ACL 2024
LomonosovMSU at SemEval-2024 Task 4: Comparing LLMs and embedder models to identifying propaganda techniques in the content of memes in English for subtasks No1, No2a, and No2b SEMEVAL 2024
Multilingual Models for ASR in Chibchan Languages NAACL 2024
Event Detection from Social Media for Epidemic Prediction NAACL 2024
Dolomites@#SMM4H 2024: Helping LLMs “Know The Drill” in Low-Resource Settings - A Study on Social Media Posts ACL 2024
Disambiguate Words like Composing Them: A Morphology-Informed Approach to Enhance Chinese Word Sense Disambiguation ACL 2024
Balancing Speciality and Versatility: a Coarse to Fine Framework for Supervised Fine-tuning Large Language Model ACL 2024
DeepPavlov at SemEval-2024 Task 8: Leveraging Transfer Learning for Detecting Boundaries of Machine-Generated Texts NAACL 2024
Efficient Vision-Language pre-training via domain-specific learning for human activities EMNLP 2024
Detection and Positive Reconstruction of Cognitive Distortion Sentences: Mandarin Dataset and Evaluation ACL 2024
AIMA at SemEval-2024 Task 10: History-Based Emotion Recognition in Hindi-English Code-Mixed Conversations NAACL 2024
DeMuX: Data-efficient Multilingual Learning NAACL 2024
On the Robustness of Neural Models for Full Sentence Transformation NAACL 2024
T5-Medical at SemEval-2024 Task 2: Using T5 Medical Embedding for Natural Language Inference on Clinical Trial Data NAACL 2024
BAMBAS at SemEval-2024 Task 4: How far can we get without looking at hierarchies? NAACL 2024
Chat Vector: A Simple Approach to Equip LLMs with Instruction Following and Model Alignment in New Languages ACL 2024
Team QUST at SemEval-2024 Task 8: A Comprehensive Study of Monolingual and Multilingual Approaches for Detecting AI-generated Text NAACL 2024
NRK at SemEval-2024 Task 1: Semantic Textual Relatedness through Domain Adaptation and Ensemble Learning on BERT-based models NAACL 2024
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases NAACL 2024