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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

4
29
67
1,124
2,486
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'10
'15
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'25

Papers (including subtopics)

CCT-Code: Cross-Consistency Training for Multilingual Clone Detection and Code Search NAACL 2025 CC-Tuning: A Cross-Lingual Connection Mechanism for Improving Joint Multilingual Supervised Fine-Tuning ACL 2025 CD^2: Constrained Dataset Distillation for Few-Shot Class-Incremental Learning IJCAI 2025 CEHA: A Dataset of Conflict Events in the Horn of Africa COLING 2025 CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback EMNLP 2025 Challenges in Processing Chinese Texts Across Genres and Eras EMNLP 2025 Character-Aware English-to-Japanese Translation of Fictional Dialogue Using Speaker Embeddings and Back-Translation EMNLP 2025 CheckSent-BN: A Bengali Multi-Task Dataset for Claim Checkworthiness and Sentiment Classification from News Headlines AACL 2025 ChemVLM: Exploring the Power of Multimodal Large Language Models in Chemistry Area AAAI 2025 CheXWorld: Exploring Image World Modeling for Radiograph Representation Learning CVPR 2025 CHIFRAUD: A Long-term Web Text Dataset for Chinese Fraud Detection COLING 2025 Chinese Automatic Readability Assessment Using Adaptive Pre-training and Linguistic Feature Fusion COLING 2025 CICL at SemEval-2025 Task 9: A Pilot Study on Different Machine Learning Models for Food Hazard Detection Challenge SemEval 2025 CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenge ACL 2025 CiTrus: Squeezing Extra Performance out of Low-data Bio-signal Transfer Learning AAAI 2025 City-Level Foreign Direct Investment Prediction with Tabular Learning on Judicial Data IJCAI 2025 CLaC at DISRPT 2025: Hierarchical Adapters for Cross-Framework Multi-lingual Discourse Relation Classification EMNLP 2025 CLASSER: Cross-lingual Annotation Projection enhancement through Script Similarity for Fine-grained Named Entity Recognition IJCNLP 2025 Classifying Unreliable Narrators with Large Language Models ACL 2025 CLASS-IT: Conversational and Lecture-Aligned Small-Scale Instruction Tuning for BabyLMs EMNLP 2025 Class-Wise Federated Averaging for Efficient Personalization ICCV 2025 Clear Up Confusion: Iterative Differential Generation for Fine-grained Intent Detection with Contrastive Feedback COLING 2025 CLIBD: Bridging Vision and Genomics for Biodiversity Monitoring at Scale ICLR 2025 Client Selection for Federated Policy Optimization with Environment Heterogeneity JMLR 2025 ClimateCheck2025: Multi-Stage Retrieval Meets LLMs for Automated Scientfic Fact-Checking ACL 2025