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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

Bridging the Gap: Transfer Learning from English PLMs to Malaysian English ACL 2024
TAMM: TriAdapter Multi-Modal Learning for 3D Shape Understanding CVPR 2024
Incremental pre-training from smaller language models ACL 2024
Causal and Temporal Inference in Visual Question Generation by Utilizing Pre-trained Models ACL 2024
Zero-shot Cross-lingual POS Tagging for Filipino ACL 2024
YSP at SemEval-2024 Task 1: Enhancing Sentence Relatedness Assessment using Siamese Networks NAACL 2024
Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning? ACL 2024
Knowledge Enhanced Pre-training for Cross-lingual Dense Retrieval COLING 2024
Leveraging Mandarin as a Pivot Language for Low-Resource Machine Translation between Cantonese and English ACL 2024
ManNER & ManPOS: Pioneering NLP for Endangered Manchu Language COLING 2024
DILAB at #SMM4H 2024: Analyzing Social Anxiety Effects through Context-Aware Transfer Learning on Reddit Data ACL 2024
Model-Agnostic Cross-Lingual Training for Discourse Representation Structure Parsing COLING 2024
What Are We Measuring When We Evaluate Large Vision-Language Models? An Analysis of Latent Factors and Biases NAACL 2024
On an Intermediate Task for Classifying URL Citations on Scholarly Papers COLING 2024
ORTicket: Let One Robust BERT Ticket Transfer across Different Tasks COLING 2024
POS Tagging for the Endangered Dagur Language COLING 2024
CUET_NLP_Manning@LT-EDI 2024: Transformer-based Approach on Caste and Migration Hate Speech Detection EACL 2024
EURECOM at SemEval-2024 Task 4: Hierarchical Loss and Model Ensembling in Detecting Persuasion Techniques NAACL 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
SmurfCat at SemEval-2024 Task 6: Leveraging Synthetic Data for Hallucination Detection NAACL 2024
IUSTNLPLAB at SemEval-2024 Task 4: Multilingual Detection of Persuasion Techniques in Memes NAACL 2024
Dolomites@#SMM4H 2024: Helping LLMs “Know The Drill” in Low-Resource Settings - A Study on Social Media Posts ACL 2024
Leveraging Web-Crawled Data for High-Quality Fine-Tuning EMNLP 2024
Transfer Learning of Argument Mining in Student Essays NAACL 2024
YNU-HPCC at SemEval-2024 Task 9: Using Pre-trained Language Models with LoRA for Multiple-choice Answering Tasks SEMEVAL 2024