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Transfer Learning

1113 directly classified papers

Papers per year

Papers

Generalizable Sarcasm Detection is Just Around the Corner, of Course! NAACL 2024
DILAB at #SMM4H 2024: Analyzing Social Anxiety Effects through Context-Aware Transfer Learning on Reddit Data ACL 2024
Dolomites@#SMM4H 2024: Helping LLMs “Know The Drill” in Low-Resource Settings - A Study on Social Media Posts ACL 2024
The Impact of Geometric Complexity on Neural Collapse in Transfer Learning NIPS 2024
Leveraging Prompt-Learning for Structured Information Extraction from Crohn’s Disease Radiology Reports in a Low-Resource Language NAACL 2024
mEdIT: Multilingual Text Editing via Instruction Tuning NAACL 2024
Few-shot Transfer Learning for Knowledge Base Question Answering: Fusing Supervised Models with In-Context Learning ACL 2024
FIRST: Teach A Reliable Large Language Model Through Efficient Trustworthy Distillation EMNLP 2024
MoNMT: Modularly Leveraging Monolingual and Bilingual Knowledge for Neural Machine Translation COLING 2024
FLOR: On the Effectiveness of Language Adaptation COLING 2024
Induced Model Matching: Restricted Models Help Train Full-Featured Models NIPS 2024
Incorporating Lexical and Syntactic Knowledge for Unsupervised Cross-Lingual Transfer COLING 2024
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale Perception CVPR 2024
AdaKron: An Adapter-based Parameter Efficient Model Tuning with Kronecker Product COLING 2024
Zero-shot Cross-Lingual Transfer for Synthetic Data Generation in Grammatical Error Detection EMNLP 2024
Enhancing Multimodal Emotion Recognition through ASR Error Compensation and LLM Fine-Tuning INTERSPEECH 2024
Role Prompting Guided Domain Adaptation with General Capability Preserve for Large Language Models NAACL 2024
A Tree-of-Thoughts to Broaden Multi-step Reasoning across Languages NAACL 2024
Planning and Editing What You Retrieve for Enhanced Tool Learning NAACL 2024
Adaptive Reinforcement Tuning Language Models as Hard Data Generators for Sentence Representation COLING 2024
Question Translation Training for Better Multilingual Reasoning ACL 2024
Fine-tuning Pre-trained Named Entity Recognition Models For Indian Languages NAACL 2024
Exploring Compositional Generalization of Large Language Models NAACL 2024
What Are the Rules? Discovering Constraints from Data AAAI 2024
Is Prompt Transfer Always Effective? An Empirical Study of Prompt Transfer for Question Answering NAACL 2024