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

'20

'25

Papers (including subtopics)

AKBR: Learning Adaptive Kernel-based Representations for Graph Classification IJCAI 2025 AKCIT at SemEval-2025 Task 11: Investigating Data Quality in Portuguese Emotion Recognition SemEval 2025 AkibaNLP-TUT: Injecting Language-Specific Word-Level Noise for Low-Resource Language Translation EMNLP 2025 A Knowledge Distillation-Based Approach to Enhance Transparency of Classifier Models AAAI 2025 A Knowledge Graph Reasoning-Based Model for Computerized Adaptive Testing COLING 2025 AKORN: Adaptive Knots generated Online for RegressioN splines ICML 2025 AKRMap: Adaptive Kernel Regression for Trustworthy Visualization of Cross-Modal Embeddings ICML 2025 A Label-free Heterophily-guided Approach for Unsupervised Graph Fraud Detection AAAI 2025 ALADAN at IWSLT25 Low-resource Arabic Dialectal Speech Translation Task ACL 2025 ALADE-SNN: Adaptive Logit Alignment in Dynamically Expandable Spiking Neural Networks for Class Incremental Learning AAAI 2025 A Large and Balanced Corpus for Fine-grained Arabic Readability Assessment ACL 2025 A Large-Scale Benchmark for Vietnamese Sentence Paraphrases NAACL 2025 A Large-scale Dataset and Benchmark for Commuting Origin-Destination Flow Generation ICLR 2025 A Large-Scale Real-World Evaluation of an LLM-Based Virtual Teaching Assistant ACL 2025 A Layer Selection Approach to Test Time Adaptation AAAI 2025 ALBAR: Adversarial Learning approach to mitigate Biases in Action Recognition ICLR 2025 Alchemy: Amplifying Theorem-Proving Capability Through Symbolic Mutation ICLR 2025 ALERT: An LLM-powered Benchmark for Automatic Evaluation of Recommendation Explanations NAACL 2025 AlexNLP-MO at SemEval-2025 Task 8: A Chain of Thought Framework for Question-Answering over Tabular Data SemEval 2025 AlexUNLP-FMT at ClimateCheck Shared Task: Hybrid Retrieval with Adaptive Similarity Graph-based Reranking for Climate-related Social Media Claims Fact Checking ACL 2025 AlexUNLP-NB at SemEval-2025 Task 1: A Pipeline for Idiom Disambiguation and Visual Representation SemEval 2025 ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025 AlgoPuzzleVQA: Diagnosing Multimodal Reasoning Challenges of Language Models with Algorithmic Multimodal Puzzles NAACL 2025 Algorithm Development in Neural Networks: Insights from the Streaming Parity Task ICML 2025 Algorithmic Accountability in Small Data: Sample-Size-Induced Bias Within Classification Metrics AISTATS 2025