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)

CodeComplex: Dataset for Worst-Case Time Complexity Prediction EMNLP 2025 Code_Conquerors@DravidianLangTech 2025: Multimodal Misogyny Detection in Dravidian Languages Using Vision Transformer and BERT NAACL 2025 CodeContests+: High-Quality Test Case Generation for Competitive Programming EMNLP 2025 codecrackers@DravidianLangTech 2025: Sentiment Classification in Tamil and Tulu Code-Mixed Social Media Text Using Machine Learning NAACL 2025 CodeDiffuser: Attention-Enhanced Diffusion Policy via VLM-Generated Code for Instruction Ambiguity RSS 2025 CodeDPO: Aligning Code Models with Self Generated and Verified Source Code ACL 2025 Code Execution as Grounded Supervision for LLM Reasoning EMNLP 2025 Code_Gen at BLP-2025 Task 1: Enhancing Bangla Hate Speech Detection with Transformers through Token-Aware Adversarial Contrastive Training and Layer-wise Learning Rate Decay AACL 2025 Code_Gen at BLP-2025 Task 2: BanglaCode: A Cross-lingual Benchmark for Code Generation with Translation and Assertion Strategies AACL 2025 Code-Generated Graph Representations Using Multiple LLM Agents for Material Properties Prediction ICML 2025 CodeGenWrangler: Data Wrangling task automation using Code-Generating Models NAACL 2025 CodeHalu: Investigating Code Hallucinations in LLMs via Execution-based Verification AAAI 2025 Code Like Humans: A Multi-Agent Solution for Medical Coding EMNLP 2025 CODEMENV: Benchmarking Large Language Models on Code Migration ACL 2025 CODEOFCONDUCT at Multilingual Counterspeech Generation: A Context-Aware Model for Robust Counterspeech Generation in Low-Resource Languages COLING 2025 Code-Optimise: Self-Generated Preference Data for Correctness and Efficiency NAACL 2025 CodePRM: Execution Feedback-enhanced Process Reward Model for Code Generation ACL 2025 CodeRAG-Bench: Can Retrieval Augment Code Generation? NAACL 2025 CodeRAG: Finding Relevant and Necessary Knowledge for Retrieval-Augmented Repository-Level Code Completion EMNLP 2025 CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation AAAI 2025 CodeScientist: End-to-End Semi-Automated Scientific Discovery with Code-based Experimentation ACL 2025 Co-Design of Soft Gripper with Neural Physics CoRL 2025 Code-SPA: Style Preference Alignment to Large Language Models for Effective and Robust Code Debugging ACL 2025 Code-Switching Curriculum Learning for Multilingual Transfer in LLMs ACL 2025 Code-switching in Context: Investigating the Role of Discourse Topic in Bilingual Speech Production EMNLP 2025