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)

Choose Your Words Wisely: Domain-adaptive Masking Makes Language Models Learn Faster NAACL 2025 CHORDS: Diffusion Sampling Accelerator with Multi-core Hierarchical ODE Solvers ICCV 2025 ChromaDistill : Colorizing Monochrome Radiance Fields with Knowledge Distillation WACV 2025 ChronoBias: A Benchmark for Evaluating Time-conditional Group Bias in the Time-sensitive Knowledge of Large Language Models EMNLP 2025 ChronoSense: Exploring Temporal Understanding in Large Language Models with Time Intervals of Events ACL 2025 ChronosX: Adapting Pretrained Time Series Models with Exogenous Variables AISTATS 2025 ChuenSumi at SemEval-2025 Task 1: Sentence Transformer Models and Processing Idiomacity SemEval 2025 ChuLo: Chunk-Level Key Information Representation for Long Document Understanding ACL 2025 Chunk-Distilled Language Modeling ICLR 2025 CHURRO: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition EMNLP 2025 CIARD: Cyclic Iterative Adversarial Robustness Distillation ICCV 2025 CIC-IPN at SemEval-2025 Task 11: Transformer-Based Approach to Multi-Class Emotion Detection SemEval 2025 CICL at SemEval-2025 Task 9: A Pilot Study on Different Machine Learning Models for Food Hazard Detection Challenge SemEval 2025 CIC-NLP at GenAI Detection Task 1: Advancing Multilingual Machine-Generated Text Detection COLING 2025 CIC-NLP@DravidianLangTech 2025: Detecting AI-generated Product Reviews in Dravidian Languages NAACL 2025 CIC-NLP@DravidianLangTech 2025: Fake News Detection in Dravidian Languages NAACL 2025 CIE: Controlling Language Model Text Generations Using Continuous Signals EMNLP 2025 CIFLEX: Contextual Instruction Flow for Sub-task Execution in Multi-Turn Interactions with a Single On-Device LLM EMNLP 2025 CIKT: A Collaborative and Iterative Knowledge Tracing Framework with Large Language Models EMNLP 2025 CINEMETRIC: A Framework for Multi-Perspective Evaluation of Conversational Agents using Human-AI Collaboration EMNLP 2025 Circuit-Aware d-DNNF Compilation IJCAI 2025 Circuit Complexity Bounds for RoPE-based Transformer Architecture EMNLP 2025 Circuit Compositions: Exploring Modular Structures in Transformer-Based Language Models ACL 2025 CircuitFusion: Multimodal Circuit Representation Learning for Agile Chip Design ICLR 2025 Circuit Representation Learning with Masked Gate Modeling and Verilog-AIG Alignment ICLR 2025