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)
Exploring and Mitigating Implicit Bias in Large Language Models: A Cross-Domain Evaluation Framework
AAAI 2025
Exploring Changes in Nation Perception with Nationality-Assigned Personas in LLMs
EMNLP 2025
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging
ACL 2025
Exploring Gender Bias in Large Language Models: An In-depth Dive into the German Language
ACL 2025
Exploring Gender Differences in Emoji Usage: Implications for Human-Computer Interaction
EMNLP 2025
Exploring How Generative MLLMs Perceive More Than CLIP with the Same Vision Encoder
ACL 2025
Exploring Large Language Models for Detecting Mental Disorders
EMNLP 2025
Exploring Learning Complexity for Efficient Downstream Dataset Pruning
ICLR 2025
Exploring LLM Annotation for Adaptation of Clinical Information Extraction Models under Data-sharing Restrictions
ACL 2025
Exploring Local Memorization in Diffusion Models via Bright Ending Attention
ICLR 2025
Exploring Model Editing for LLM-based Aspect-Based Sentiment Classification
AAAI 2025
Exploring Model Kinship for Merging Large Language Models
EMNLP 2025
Exploring More from Multiple Gait Modalities for Human Identification
AAAI 2025
Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation
ICCV 2025
Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining
EMNLP 2025
Exploring Query Efficient Data Generation Towards Data-Free Model Stealing in Hard Label Setting
AAAI 2025
Exploring Response Uncertainty in MLLMs: An Empirical Evaluation under Misleading Scenarios
EMNLP 2025
Exploring Safety-Utility Trade-Offs in Personalized Language Models
NAACL 2025
Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation
AAAI 2025
Exploring Semantic Filtering Heuristics For Efficient Claim Verification
ACL 2025
Exploring the Camera Bias of Person Re-identification
ICLR 2025
Exploring the Cost-Effectiveness of Perspective Taking in Crowdsourcing Subjective Assessment: A Case Study of Toxicity Detection
NAACL 2025
Exploring the Impact of Instruction-Tuning on LLM’s Susceptibility to Misinformation
ACL 2025
Exploring the Potential of Large Language Models for Heterophilic Graphs
NAACL 2025
Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks
COLING 2025