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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

CVAE-based Re-anchoring for Implicit Discourse Relation Classification EMNLP 2021
Active Learning for Rumor Identification on Social Media EMNLP 2021
Domain Adaptation for Arabic Cross-Domain and Cross-Dialect Sentiment Analysis from Contextualized Word Embedding NAACL 2021
Towards Few-shot Fact-Checking via Perplexity NAACL 2021
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation NAACL 2021
When Being Unseen from mBERT is just the Beginning: Handling New Languages With Multilingual Language Models NAACL 2021
SmBoP: Semi-autoregressive Bottom-up Semantic Parsing NAACL 2021
Transferable Persona-Grounded Dialogues via Grounded Minimal Edits EMNLP 2021
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining EMNLP 2021
Condenser: a Pre-training Architecture for Dense Retrieval EMNLP 2021
Visual Goal-Step Inference using wikiHow EMNLP 2021
ECONET: Effective Continual Pretraining of Language Models for Event Temporal Reasoning EMNLP 2021
TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection EMNLP 2021
Single-dataset Experts for Multi-dataset Question Answering EMNLP 2021
Cross-Register Projection for Headline Part of Speech Tagging EMNLP 2021
BERT, mBERT, or BiBERT? A Study on Contextualized Embeddings for Neural Machine Translation EMNLP 2021
What’s in Your Head? Emergent Behaviour in Multi-Task Transformer Models EMNLP 2021
Towards Label-Agnostic Emotion Embeddings EMNLP 2021
Wasserstein Selective Transfer Learning for Cross-domain Text Mining EMNLP 2021
Multi-Domain Multilingual Question Answering EMNLP 2021
Language Clustering for Multilingual Named Entity Recognition EMNLP 2021
How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding EMNLP 2021
Knowledge-Guided Paraphrase Identification EMNLP 2021
Japanese Zero Anaphora Resolution Can Benefit from Parallel Texts Through Neural Transfer Learning EMNLP 2021
SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks EMNLP 2021