conftrace_

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

22

43

74

52

76

308

315

348

358

533

570

711

1,481

1,361

1,651

2,440

3,865

5,968

9,301

11,133

13,312

14,452

17,500

20,351

21,167

5,403

2000

'5

'10

'15

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'25

Papers (including subtopics)

Measuring Social Biases in Masked Language Models by Proxy of Prediction Quality ACL 2025 Measuring Sycophancy of Language Models in Multi-turn Dialogues EMNLP 2025 Measuring the Effect of Transcription Noise on Downstream Language Understanding Tasks ACL 2025 Measuring the Impact of Rotation Equivariance on Aerial Object Detection ICCV 2025 Measuring the Robustness of Reference-Free Dialogue Evaluation Systems COLING 2025 Measuring Variable Importance in Heterogeneous Treatment Effects with Confidence ICML 2025 Measuring Visual Understanding in Telecom domain: Performance Metrics for Image-to-UML conversion using VLMs AACL 2025 Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization ACL 2025 Measuring What Matters: Evaluating Ensemble LLMs with Label Refinement in Inductive Coding ACL 2025 MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics AAAI 2025 Mechanism and Emergence of Stacked Attention Heads in Multi-Layer Transformers ICLR 2025 Mechanism Design for Connecting Regions Under Disruptions AAAI 2025 Mechanism Design for Large Language Models (Extended Abstract) IJCAI 2025 Mechanisms vs. Outcomes: Probing for Syntax Fails to Explain Performance on Targeted Syntactic Evaluations EMNLP 2025 Mechanistic PDE Networks for Discovery of Governing Equations ICML 2025 Mechanistic Permutability: Match Features Across Layers ICLR 2025 Mechanistic Unveiling of Transformer Circuits: Self-Influence as a Key to Model Reasoning NAACL 2025 MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference NAACL 2025 MedCite: Can Language Models Generate Verifiable Text for Medicine? ACL 2025 MedCodER: A Generative AI Assistant for Medical Coding NAACL 2025 MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient IJCAI 2025 MEDDxAgent: A Unified Modular Agent Framework for Explainable Automatic Differential Diagnosis ACL 2025 MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval NAACL 2025 MedFact: A Large-scale Chinese Dataset for Evidence-based Medical Fact-checking of LLM Responses EMNLP 2025 MedHallu: A Comprehensive Benchmark for Detecting Medical Hallucinations in Large Language Models EMNLP 2025