conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

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12

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Moving on from OntoNotes: Coreference Resolution Model Transfer EMNLP 2021 MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization AAAI 2021 MTL782_IITD at CMCL 2021 Shared Task: Prediction of Eye-Tracking Features Using BERT Embeddings and Linguistic Features NAACL 2021 MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark EACL 2021 MUCS@LT-EDI-EACL2021:CoHope-Hope Speech Detection for Equality, Diversity, and Inclusion in Code-Mixed Texts EACL 2021 MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER ACL 2021 Multi-Adversarial Learning for Cross-Lingual Word Embeddings NAACL 2021 Multi-Domain Multi-Task Rehearsal for Lifelong Learning AAAI 2021 Multidomain Pretrained Language Models for Green NLP EACL 2021 MultiEURLEX - A multi-lingual and multi-label legal document classification dataset for zero-shot cross-lingual transfer EMNLP 2021 Multi-Label Few-Shot Learning for Aspect Category Detection ACL 2021 Multi-label Few-shot Learning with Semantic Inference (Student Abstract) AAAI 2021 Multi-Level Transfer Learning from Near-Field to Far-Field Speaker Verification Interspeech 2021 Multilingual and cross-lingual document classification: A meta-learning approach EACL 2021 Multilingual and Multilabel Emotion Recognition using Virtual Adversarial Training EMNLP 2021 Multilingual BERT Post-Pretraining Alignment NAACL 2021 Multilingual Code-Switching for Zero-Shot Cross-Lingual Intent Prediction and Slot Filling EMNLP 2021 Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders EACL 2021 Multilingual Neural Semantic Parsing for Low-Resourced Languages ACL 2021 Multilingual Protest News Detection - Shared Task 1, CASE 2021 ACL 2021 Multilingual Speech Translation from Efficient Finetuning of Pretrained Models ACL 2021 Multilingual Transfer of Acoustic Word Embeddings Improves When Training on Languages Related to the Target Zero-Resource Language Interspeech 2021 Multimodal Few-Shot Learning with Frozen Language Models NeurIPS 2021 Multimodal Prototypical Networks for Few-Shot Learning WACV 2021 Multi-Objective Meta Learning NeurIPS 2021