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transfer learning

5449 papers

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TL

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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

Scheduled Sampling in Vision-Language Pretraining with Decoupled Encoder-Decoder Network AAAI 2021
Latent Independent Excitation for Generalizable Sensor-based Cross-Person Activity Recognition AAAI 2021
Analogy Training Multilingual Encoders AAAI 2021
TUDa at WMT21: Sentence-Level Direct Assessment with Adapters EMNLP 2021
Back-translation for Large-Scale Multilingual Machine Translation EMNLP 2021
The Fujitsu DMATH Submissions for WMT21 News Translation and Biomedical Translation Tasks EMNLP 2021
AuGPT: Auxiliary Tasks and Data Augmentation for End-To-End Dialogue with Pre-Trained Language Models EMNLP 2021
Effectively Leveraging BERT for Legal Document Classification EMNLP 2021
Cross-Lingual Training of Dense Retrievers for Document Retrieval EMNLP 2021
Assessing the Generalization Capacity of Pre-trained Language Models through Japanese Adversarial Natural Language Inference EMNLP 2021
Team Enigma at ArgMining-EMNLP 2021: Leveraging Pre-trained Language Models for Key Point Matching EMNLP 2021
Is Stance Detection Topic-Independent and Cross-topic Generalizable? - A Reproduction Study EMNLP 2021
MURAL: Multimodal, Multitask Representations Across Languages EMNLP 2021
NewsBERT: Distilling Pre-trained Language Model for Intelligent News Application EMNLP 2021
Does Pretraining for Summarization Require Knowledge Transfer? EMNLP 2021
Learning to Answer Psychological Questionnaire for Personality Detection EMNLP 2021
Discovering Representation Sprachbund For Multilingual Pre-Training EMNLP 2021
How to Train BERT with an Academic Budget EMNLP 2021
AUTOSUMM: Automatic Model Creation for Text Summarization EMNLP 2021
PAUSE: Positive and Annealed Unlabeled Sentence Embedding EMNLP 2021
Avoiding Inference Heuristics in Few-shot Prompt-based Finetuning EMNLP 2021
Connect-the-Dots: Bridging Semantics between Words and Definitions via Aligning Word Sense Inventories EMNLP 2021
Editing Factual Knowledge in Language Models EMNLP 2021
A Scalable Framework for Learning From Implicit User Feedback to Improve Natural Language Understanding in Large-Scale Conversational AI Systems EMNLP 2021
Muppet: Massive Multi-task Representations with Pre-Finetuning EMNLP 2021