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

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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'15

'20

'25

Papers (including subtopics)

MOMA-LRG: Language-Refined Graphs for Multi-Object Multi-Actor Activity Parsing NeurIPS 2022 monoQA: Multi-Task Learning of Reranking and Answer Extraction for Open-Retrieval Conversational Question Answering EMNLP 2022 Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study ACL 2022 Most NLG is Low-Resource: here’s what we can do about it EMNLP 2022 Motion Style Transfer: Modular Low-Rank Adaptation for Deep Motion Forecasting CoRL 2022 MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization ACL 2022 MTL-SLT: Multi-Task Learning for Spoken Language Tasks ACL 2022 MTRec: Multi-Task Learning over BERT for News Recommendation ACL 2022 MUCS@Text-LT-EDI@ACL 2022: Detecting Sign of Depression from Social Media Text using Supervised Learning Approach ACL 2022 Mukayese: Turkish NLP Strikes Back ACL 2022 Multidimensional Belief Quantification for Label-Efficient Meta-Learning CVPR 2022 Multi-Dimensional Prediction of Guild Health in Online Games: A Stability-Aware Multi-Task Learning Approach AAAI 2022 Multi-Level Branched Regularization for Federated Learning ICML 2022 Multi-level Fusion of Wav2vec 2.0 and BERT for Multimodal Emotion Recognition Interspeech 2022 Multilingual Auxiliary Tasks Training: Bridging the Gap between Languages for Zero-Shot Transfer of Hate Speech Detection Models AACL 2022 Multilingual CheckList: Generation and Evaluation AACL 2022 Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents ACL 2022 Multilingual Event Linking to Wikidata NAACL 2022 Multilingual Generative Language Models for Zero-Shot Cross-Lingual Event Argument Extraction ACL 2022 Multilingualism Encourages Recursion: a Transfer Study with mBERT NAACL 2022 Multilingual Social Media Text Generation and Evaluation with Few-Shot Prompting EMNLP 2022 Multimodal Conversational AI: A Survey of Datasets and Approaches ACL 2022 Multimodal Knowledge Learning for Named Entity Disambiguation EMNLP 2022 Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers AAAI 2022 Multi-policy Grounding and Ensemble Policy Learning for Transfer Learning with Dynamics Mismatch IJCAI 2022