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

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Papers (including subtopics)

Dialectal Coverage And Generalization in Arabic Speech Recognition ACL 2025 Dialectal Toxicity Detection: Evaluating LLM-as-a-Judge Consistency Across Language Varieties EMNLP 2025 Dialect Normalization using Large Language Models and Morphological Rules ACL 2025 Dialects, Topic Models, and Border Effects: The Rusyn Case ACL 2025 DialG2P: Dialectal Grapheme-to-Phoneme. Arabic as a Case Study EMNLP 2025 Dia-Lingle: A Gamified Interface for Dialectal Data Collection ACL 2025 Dial-In LLM: Human-Aligned LLM-in-the-loop Intent Clustering for Customer Service Dialogues EMNLP 2025 DialogGen: Multi-modal Interactive Dialogue System with Multi-turn Text-Image Generation NAACL 2025 Dialogue Is Not Enough to Make a Communicative BabyLM (But Neither Is Developmentally Inspired Reinforcement Learning) EMNLP 2025 DialogueMMT: Dialogue Scenes Understanding Enhanced Multi-modal Multi-task Tuning for Emotion Recognition in Conversations COLING 2025 Dialogue Systems for Emotional Support via Value Reinforcement ACL 2025 Dialogue Without Limits: Constant-Sized KV Caches for Extended Response in LLMs ICML 2025 DialUp! Modeling the Language Continuum by Adapting Models to Dialects and Dialects to Models ACL 2025 DIAMOND: An LLM-Driven Agent for Context-Aware Baseball Highlight Summarization ACL 2025 DiaMond: Dementia Diagnosis with Multi-Modal Vision Transformers using MRI and PET WACV 2025 Dianchi at SemEval-2025 Task 11: Multilabel Emotion Recognition via Orthogonal Knowledge Distillation SemEval 2025 DiCA: Disambiguated Contrastive Alignment for Cross-Modal Retrieval with Partial Labels AAAI 2025 DICE-BENCH: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues ACL 2025 DICE: Data Influence Cascade in Decentralized Learning ICLR 2025 DICE: Staleness-Centric Optimizations for Parallel Diffusion MoE Inference ICCV 2025 DICE: Structured Reasoning in LLMs through SLM-Guided Chain-of-Thought Correction EMNLP 2025 DictAS: A Framework for Class-Generalizable Few-Shot Anomaly Segmentation via Dictionary Lookup ICCV 2025 Dictionaries to the Rescue: Cross-Lingual Vocabulary Transfer for Low-Resource Languages Using Bilingual Dictionaries ACL 2025 DIDiffGes: Decoupled Semi-Implicit Diffusion Models for Real-time Gesture Generation from Speech AAAI 2025 DIDS: Domain Impact-aware Data Sampling for Large Language Model Training EMNLP 2025