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)
Benchmarking Large Language Models Under Data Contamination: A Survey from Static to Dynamic Evaluation
EMNLP 2025
Benchmarking Long-Context Language Models on Long Code Understanding
ACL 2025
Benchmarking Multimodal Large Language Models Against Image Corruptions
ICCV 2025
Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery
CVPR 2025
Benchmarking Vision Language Model Unlearning via Fictitious Facial Identity Dataset
ICLR 2025
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models
EMNLP 2025
Benefit From Seen: Enhancing Open-Vocabulary Object Detection by Bridging Visual and Textual Co-Occurrence Knowledge
ICCV 2025
BenNumEval: A Benchmark to Assess LLMs’ Numerical Reasoning Capabilities in Bengali
ACL 2025
BenTo: Benchmark Reduction with In-Context Transferability
ICLR 2025
BERT-like Models for Slavic Morpheme Segmentation
ACL 2025
BERTopic for Topic Modeling of Hindi Short Texts: A Comparative Study
COLING 2025
BESSTIE: A Benchmark for Sentiment and Sarcasm Classification for Varieties of English
ACL 2025
Best Linear Unbiased Estimate from Privatized Contingency Tables
JMLR 2025
Best of Both Worlds: Advantages of Hybrid Graph Sequence Models
ICML 2025
Best Practices for Distilling Large Language Models into BERT for Web Search Ranking
COLING 2025
BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
ICML 2025
beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentation
CVPR 2025
Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases
ACL 2025
Better to Teach than to Give: Domain Generalized Semantic Segmentation via Agent Queries with Diffusion Model Guidance
ICML 2025
BEVDiffuser: Plug-and-Play Diffusion Model for BEV Denoising with Ground-Truth Guidance
CVPR 2025
Beware of Calibration Data for Pruning Large Language Models
ICLR 2025
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models
CoNLL 2025
Beyond Autoregression: Fast LLMs via Self-Distillation Through Time
ICLR 2025
Beyond Benchmarks: Building a Richer Cross-Document Event Coreference Dataset with Decontextualization
NAACL 2025
Beyond Cairo: Sa’idi Egyptian Arabic Literary Corpus Construction and Analysis
NAACL 2025