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)

Investigating Non-Transitivity in LLM-as-a-Judge ICML 2025 Investigating Omission as a Latency Reduction Strategy in Simultaneous Speech Translation IJCNLP 2025 Investigating Pattern Neurons in Urban Time Series Forecasting ICLR 2025 Investigating Psychometric Predictive Power of Syntactic Attention CoNLL 2025 Investigating Relational State Abstraction in Collaborative MARL AAAI 2025 Investigating ReLoRA: Effects on the Learning Dynamics of Small Language Models EMNLP 2025 Investigating Subjective Factors of Argument Strength: Storytelling, Emotions, and Hedging ACL 2025 Investigating the Contextualised Word Embedding Dimensions Specified for Contextual and Temporal Semantic Changes COLING 2025 Investigating the effectiveness of length based rewards in DPO for building Conversational Financial Question Answering Systems COLING 2025 Investigating the Effect of Backtranslation for Indic Languages COLING 2025 Investigating the Impact of Language-Adaptive Fine-Tuning on Sentiment Analysis in Hausa Language Using AfriBERTa COLING 2025 Investigating the Overlooked Hessian Structure: From CNNs to LLMs ICML 2025 Investigating the Robustness of Retrieval-Augmented Generation at the Query Level ACL 2025 Investigating the Role of Weight Decay in Enhancing Nonconvex SGD CVPR 2025 Investigating the Security Threat Arising from “Yes-No” Implicit Bias in Large Language Models AAAI 2025 Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning NAACL 2025 Investigating the Transferability of Code Repair for Low-Resource Programming Languages NAACL 2025 Investigating the Zone of Proximal Development of Language Models for In-Context Learning NAACL 2025 Investigating Training and Generalization in Faithful Self-Explanations of Large Language Models IJCNLP 2025 Investigating User Perspectives on Differentially Private Text Privatization NAACL 2025 Investigating Value-Reasoning Reliability in Small Large Language Models EMNLP 2025 Investment-Driven Social Influence: A Statistical Physics Approach to Advertising Response ACL 2025 INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent ACL 2025 Invisible Backdoor Attack against Self-supervised Learning CVPR 2025 Invisible Entropy: Towards Safe and Efficient Low-Entropy LLM Watermarking EMNLP 2025