Application Areas
34,437 papers (4 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Domain Adaptation (9,897)
Efficient Computing (8,226)
Data Augmentation (3,648)
Fairness (3,574)
Knowledge Distillation (3,219)
Privacy (3,022)
Domain Generalization (1,972)
Model Compression (1,736)
Risk Management (1,119)
Model Merging (592)
Recommender Systems (343)
Information Retrieval (249)
Text Classification (144)
Text Processing (2)
Papers per year
1
3
5
5
4
19
24
28
26
35
42
55
142
116
147
330
517
1,020
1,828
2,498
3,411
3,854
5,063
6,422
7,176
1,666
2000
'5
'10
'15
'20
'25
Papers (including subtopics)
Text Filter Based on Automatically Acquired Vocabularies for Multilingual Machine Translation
EACL 2026
Text-Guided Channel Perturbation and Pre-Trained Knowledge Integration for Unified Multi-Modality Image Fusion
AAAI 2026
Text-guided Controllable Diffusion for Realistic Camouflage Images Generation
AAAI 2026
TextMineX: Data, Evaluation Framework and Ontology-guided LLM Pipeline for Humanitarian Mine Action
EACL 2026
Text Slider: Efficient and Plug-and-Play Continuous Concept Control for Image/Video Synthesis via LoRA Adapters
WACV 2026
TGDD: Trajectory Guided Dataset Distillation with Balanced Distribution
AAAI 2026
The AI Committee: A Multi-Agent Framework for Automated Validation and Remediation of Web-Sourced Data
EACL 2026
The Confidence Trap: Gender Bias and Predictive Certainty in LLMs
AAAI 2026
The Cost and Complexity of Minimizing Envy in House Allocations (Abstract Reprint)
AAAI 2026
The Finer the Better: Towards Granular-aware Open-set Domain Generalization
AAAI 2026
The GOODPUT System: A Machine Learning-Driven Optimization Framework for Dynamic Spectrum Control in Heterogeneous WLANs
NSDI 2026
The Illusion of Fairness: Auditing Fairness Interventions in Algorithmic Hiring with Audit Studies
AAAI 2026
The Impact of Highlighting Subjective Language on Perceived News Trustworthiness
EACL 2026
The Indonesian Religiolect Corpus: Data Curation for Muslim, Protestant, and Catholic Language Varieties
EACL 2026
Themis: Automated Constraint-Aware Test Synthesis Framework for Code Reinforcement Learning
AAAI 2026
The Model’s Language Matters: A Comparative Privacy Analysis of LLMs
EACL 2026
Theoretical Compression Bounds for Wide Multilayer Perceptrons
COLT 2026
Theoretical Guarantees for Domain Adaptation with Hierarchical Optimal Transport (Abstract Reprint)
AAAI 2026
The Pluralistic Moral Gap: Understanding Moral Judgment and Value Differences between Humans and Large Language Models
EACL 2026
The Silent Amplifier: In-Context Examples Fuel Bias in Large Language Models
AAAI 2026
Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing?
EACL 2026
Thesis proposal: COGNILENS: Analyzing Cognitive Decline in Language Models for Alzheimer’s Monitoring
EACL 2026
Thesis Proposal: Efficient KV Cache Reuse for Multi-Document Retrieval-Augmented Generation
EACL 2026
Thesis Proposal: Multimodal Benchmark for Music Understanding in Large Language Models
EACL 2026
Thinking with Drafts: Speculative Temporal Reasoning for Efficient Long Video Understanding
CVPR 2026