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)

Providing Fair Recourse over Plausible Groups AAAI 2024 Proving membership in LLM pretraining data via data watermarks ACL 2024 Pro-Woman, Anti-Man? Identifying Gender Bias in Stance Detection ACL 2024 Proximal Causal Inference With Text Data NeurIPS 2024 Proxy Methods for Domain Adaptation AISTATS 2024 Pruner-Zero: Evolving Symbolic Pruning Metric From Scratch for Large Language Models ICML 2024 Pruning as a Domain-specific LLM Extractor NAACL 2024 Pruning before Fine-tuning: A Retraining-free Compression Framework for Pre-trained Language Models COLING 2024 Pruning Foundation Models for High Accuracy without Retraining EMNLP 2024 Pruning From Scratch via Shared Pruning Module and Nuclear Norm-Based Regularization WACV 2024 Pruning Large Language Models to Intra-module Low-rank Architecture with Transitional Activations ACL 2024 Pruning Multilingual Large Language Models for Multilingual Inference EMNLP 2024 Pruning via Merging: Compressing LLMs via Manifold Alignment Based Layer Merging EMNLP 2024 PRVAE-VC2: Non-Parallel Voice Conversion by Distillation of Speech Representations Interspeech 2024 PSC-CPI: Multi-Scale Protein Sequence-Structure Contrasting for Efficient and Generalizable Compound-Protein Interaction Prediction AAAI 2024 PSC: Extending Context Window of Large Language Models via Phase Shift Calibration EMNLP 2024 Pseudo-Calibration: Improving Predictive Uncertainty Estimation in Unsupervised Domain Adaptation ICML 2024 Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection CVPR 2024 Pseudonymization Categories across Domain Boundaries COLING 2024 Pseudo-Private Data Guided Model Inversion Attacks NeurIPS 2024 PSILENCE: A Pseudonymization Tool for International Law EACL 2024 pSTarC: Pseudo Source Guided Target Clustering for Fully Test-Time Adaptation WACV 2024 PsychoLex: Unveiling the Psychological Mind of Large Language Models EMNLP 2024 Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach EACL 2024 P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models ACL 2024