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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

XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding ACL 2022
Knowledge-Augmented Methods for Natural Language Processing ACL 2022
CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations ACL 2022
Diverse Lottery Tickets Boost Ensemble from a Single Pretrained Model ACL 2022
Fine-tuning pre-trained models for Automatic Speech Recognition, experiments on a fieldwork corpus of Japhug (Trans-Himalayan family) ACL 2022
Data-Efficient Strategies for Expanding Hate Speech Detection into Under-Resourced Languages EMNLP 2022
Efficiently Tuned Parameters Are Task Embeddings EMNLP 2022
MasakhaNER 2.0: Africa-centric Transfer Learning for Named Entity Recognition EMNLP 2022
Transfer Learning from Semantic Role Labeling to Event Argument Extraction with Template-based Slot Querying EMNLP 2022
ANTS: A Framework for Retrieval of Text Segments in Unstructured Documents NAACL 2022
1Cademy at Semeval-2022 Task 1: Investigating the Effectiveness of Multilingual, Multitask, and Language-Agnostic Tricks for the Reverse Dictionary Task NAACL 2022
kpfriends at SemEval-2022 Task 2: NEAMER - Named Entity Augmented Multi-word Expression Recognizer NAACL 2022
PINGAN Omini-Sinitic at SemEval-2022 Task 4: Multi-prompt Training for Patronizing and Condescending Language Detection NAACL 2022
LastResort at SemEval-2022 Task 5: Towards Misogyny Identification using Visual Linguistic Model Ensembles And Task-Specific Pretraining NAACL 2022
taochen at SemEval-2022 Task 5: Multimodal Multitask Learning and Ensemble Learning NAACL 2022
INF-UFRGS at SemEval-2022 Task 5: analyzing the performance of multimodal models NAACL 2022
I2C at SemEval-2022 Task 6: Intended Sarcasm in English using Deep Learning Techniques NAACL 2022
AlexU-AL at SemEval-2022 Task 6: Detecting Sarcasm in Arabic Text Using Deep Learning Techniques NAACL 2022
Multilingualism Encourages Recursion: a Transfer Study with mBERT NAACL 2022
Self-Supervised Learning via Maximum Entropy Coding NIPS 2022
Benchmarking and Analyzing 3D Human Pose and Shape Estimation Beyond Algorithms NIPS 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework ICML 2022
Learning Part Segmentation Through Unsupervised Domain Adaptation From Synthetic Vehicles CVPR 2022
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time ICML 2022
Unified Contrastive Learning in Image-Text-Label Space CVPR 2022