conftrace_

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)

Standardize: Aligning Language Models with Expert-Defined Standards for Content Generation EMNLP 2024 STAR: Constraint LoRA with Dynamic Active Learning for Data-Efficient Fine-Tuning of Large Language Models ACL 2024 STARD: A Chinese Statute Retrieval Dataset Derived from Real-life Queries by Non-professionals EMNLP 2024 START: A Generalized State Space Model with Saliency-Driven Token-Aware Transformation NeurIPS 2024 STA: Self-controlled Text Augmentation for Improving Text Classifications COLING 2024 State-Free Inference of State-Space Models: The *Transfer Function* Approach ICML 2024 Stationary Latent Weight Inference for Unreliable Observations from Online Test-Time Adaptation ICML 2024 Statistical Inference for Fairness Auditing JMLR 2024 Statistical Inference Under Constrained Selection Bias ICML 2024 Stealthy and Persistent Unalignment on Large Language Models via Backdoor Injections NAACL 2024 Stealthy Attack on Large Language Model based Recommendation ACL 2024 Steganographic Passport: An Owner and User Verifiable Credential for Deep Model IP Protection Without Retraining CVPR 2024 StepbaQ: Stepping backward as Correction for Quantized Diffusion Models NeurIPS 2024 Step-by-Step: Controlling Arbitrary Style in Text with Large Language Models COLING 2024 Stepping Forward on the Last Mile NeurIPS 2024 Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution NeurIPS 2024 Stochastic Binary Network for Universal Domain Adaptation WACV 2024 Stochastic Neural Simulator for Generalizing Dynamical Systems across Environments IJCAI 2024 STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions EMNLP 2024 Stop! In the Name of Flaws: Disentangling Personal Names and Sociodemographic Attributes in NLP ACL 2024 StorySparkQA: Expert-Annotated QA Pairs with Real-World Knowledge for Children’s Story-Based Learning EMNLP 2024 Strategic Demonstration Selection for Improved Fairness in LLM In-Context Learning EMNLP 2024 Streaming Audio Transformers for Online Audio Tagging Interspeech 2024 StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses NeurIPS 2024 Striking a Balance between Classical and Deep Learning Approaches in Natural Language Processing Pedagogy ACL 2024