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
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'25
Papers (including subtopics)
GKT: A Novel Guidance-Based Knowledge Transfer Framework For Efficient Cloud-edge Collaboration LLM Deployment
ACL 2024
GLACE: Global Local Accelerated Coordinate Encoding
CVPR 2024
GLAD: Global-Local View Alignment and Background Debiasing for Unsupervised Video Domain Adaptation With Large Domain Gap
WACV 2024
GLBench: A Comprehensive Benchmark for Graph with Large Language Models
NeurIPS 2024
GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding
ICML 2024
GLiDR: Topologically Regularized Graph Generative Network for Sparse LiDAR Point Clouds
CVPR 2024
GLiNER: Generalist Model for Named Entity Recognition using Bidirectional Transformer
NAACL 2024
Global and Local Prompts Cooperation via Optimal Transport for Federated Learning
CVPR 2024
“Global is Good, Local is Bad?”: Understanding Brand Bias in LLMs
EMNLP 2024
Global-Local Convolution with Spiking Neural Networks for Energy-efficient Keyword Spotting
Interspeech 2024
Global-Pruner: A Stable and Efficient Pruner for Retraining-Free Pruning of Encoder-Based Language Models
CoNLL 2024
Gloss2Text: Sign Language Gloss translation using LLMs and Semantically Aware Label Smoothing
EMNLP 2024
Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models
EMNLP 2024
GMU at MLSP 2024: Multilingual Lexical Simplification with Transformer Models
NAACL 2024
G-NAS: Generalizable Neural Architecture Search for Single Domain Generalization Object Detection
AAAI 2024
GNNs Also Deserve Editing, and They Need It More Than Once
ICML 2024
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory
EMNLP 2024
GOLD: Generalized Knowledge Distillation via Out-of-Distribution-Guided Language Data Generation
NAACL 2024
Gold Panning in Vocabulary: An Adaptive Method for Vocabulary Expansion of Domain-Specific LLMs
EMNLP 2024
GOODAT: Towards Test-Time Graph Out-of-Distribution Detection
AAAI 2024
GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation
CVPR 2024
Gorilla: Large Language Model Connected with Massive APIs
NeurIPS 2024
GOVERN: Gradient Orientation Vote Ensemble for Multi-Teacher Reinforced Distillation
EMNLP 2024
GPT-Fathom: Benchmarking Large Language Models to Decipher the Evolutionary Path towards GPT-4 and Beyond
NAACL 2024
GPT is Not an Annotator: The Necessity of Human Annotation in Fairness Benchmark Construction
ACL 2024