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)

Joint Reference Microphone Selection and Filter Order Determination in Multi-channel Active Noise Control Interspeech 2025 Joint Reward and Policy Learning with Demonstrations and Human Feedback Improves Alignment ICLR 2025 Joint Scheduling of Causal Prompts and Tasks for Multi-Task Learning CVPR 2025 Joint Scoring Rules: Competition Between Agents Avoids Performative Prediction AAAI 2025 Joint Self-Supervised Video Alignment and Action Segmentation ICCV 2025 Joint State and Noise Covariance Estimation RSS 2025 Joint Vision-Language Social Bias Removal for CLIP CVPR 2025 Joker: Joint Optimization Framework for Lightweight Kernel Machines ICML 2025 JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling EMNLP 2025 JoPA: Explaining Large Language Model’s Generation via Joint Prompt Attribution ACL 2025 Journalism-Guided Agentic In-context Learning for News Stance Detection EMNLP 2025 JoVALE: Detecting Human Actions in Video Using Audiovisual and Language Contexts AAAI 2025 JPEG Inspired Deep Learning ICLR 2025 JSON Whisperer: Efficient JSON Editing with LLMs EMNLP 2025 JU-CSE-NLP’25 at SemEval-2025 Task 4: Learning to Unlearn LLMs SemEval 2025 Judge and Improve: Towards a Better Reasoning of Knowledge Graphs with Large Language Models EMNLP 2025 Judge as A Judge: Improving the Evaluation of Retrieval-Augmented Generation through the Judge-Consistency of Large Language Models ACL 2025 JudgeBench: A Benchmark for Evaluating LLM-Based Judges ICLR 2025 JUDGEBERT: Assessing Legal Meaning Preservation Between Sentences EMNLP 2025 Judge Decoding: Faster Speculative Sampling Requires Going Beyond Model Alignment ICLR 2025 JudgeLM: Fine-tuned Large Language Models are Scalable Judges ICLR 2025 Judging It, Washing It: Scoring and Greenwashing Corporate Climate Disclosures using Large Language Models ACL 2025 Judging Quality Across Languages: A Multilingual Approach to Pretraining Data Filtering with Language Models EMNLP 2025 Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? ACL 2025 Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges ACL 2025