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Machine Learning

132,800 papers (10 classified directly here)

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

Learning Types (56,253) Core Methods (51,083) Optimization & Theory (43,292) Application Areas (34,437) Bayesian & Probabilistic (4,733) Learning Paradigms (2,205)

Papers per year

5
76
533
1,651
11,133
21,167
2000
'5
'10
'15
'20
'25

Papers (including subtopics)

Evaluating Language Models as Synthetic Data Generators ACL 2025 Evaluating Language Translation Models by Playing Telephone EMNLP 2025 Evaluating Large Language Models for Detecting Antisemitism EMNLP 2025 Evaluating Large Language Models for In-Context Learning of Linguistic Patterns In Unseen Low Resource Languages COLING 2025 Evaluating LLM-Generated Diagrams as Graphs EMNLP 2025 Evaluating LLM-Generated Legal Explanations for Regulatory Compliance in Social Media Influencer Marketing EMNLP 2025 Evaluating LLM Reasoning in the Operations Research Domain with ORQA AAAI 2025 Evaluating LLMs’ Reasoning Over Ordered Procedural Steps IJCNLP 2025 Evaluating LLMs with Multiple Problems at once ACL 2025 Evaluating Mathematical Reasoning Beyond Accuracy AAAI 2025 Evaluating Model Perception of Color Illusions in Photorealistic Scenes CVPR 2025 Evaluating Morphological Compositional Generalization in Large Language Models NAACL 2025 Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search ACL 2025 Evaluating NL2SQL via SQL2NL EMNLP 2025 Evaluating Numeracy of Language Models as a Natural Language Inference Task NAACL 2025 Evaluating Open-Source ASR Systems: Performance Across Diverse Audio Conditions and Error Correction Methods COLING 2025 Evaluating Pretrained Causal Language Models for Synonymy ACL 2025 Evaluating Prompt Relevance in Arabic Automatic Essay Scoring: Insights from Synthetic and Real-World Data EMNLP 2025 Evaluating RAG Pipelines for Arabic Lexical Information Retrieval: A Comparative Study of Embedding and Generation Models COLING 2025 Evaluating Retrieval Augmented Generation to Communicate UK Climate Change Information ACL 2025 Evaluating Robustness of LLMs to Numerical Variations in Mathematical Reasoning NAACL 2025 Evaluating Robustness of LLMs to Typographical Noise in Yorùbá QA ACL 2025 Evaluating Sampling Strategies for Similarity-Based Short Answer Scoring: a Case Study in Thailand COLING 2025 Evaluating Semantic Variation in Text-to-Image Synthesis: A Causal Perspective ICLR 2025 Evaluating Sensitivity Consistency of Explanations WACV 2025