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)

Improving Factual Consistency in Abstractive Summarization with Sentence Structure Pruning COLING 2024 Improving Factual Consistency of News Summarization by Contrastive Preference Optimization EMNLP 2024 Improving Fairness in Deepfake Detection WACV 2024 Improving Fairness Using Vision-Language Driven Image Augmentation WACV 2024 Improving Generalization in Semantic Parsing by Increasing Natural Language Variation EACL 2024 Improving Generalization of Dynamic Graph Learning via Environment Prompt NeurIPS 2024 Improving Generalization of Speech Separation in Real-World Scenarios: Strategies in Simulation, Optimization, and Evaluation Interspeech 2024 Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance ECCV 2024 Improving GNN Calibration with Discriminative Ability: Insights and Strategies AAAI 2024 Improving Grammatical Error Correction via Contextual Data Augmentation ACL 2024 Improving Group Robustness on Spurious Correlation Requires Preciser Group Inference ICML 2024 Improving Health Information Access in the World’s Largest Maternal Mobile Health Program via Bandit Algorithms AAAI 2024 Improving Identically Distributed and Out-of-Distribution Medical Image Classification with Segmentation-Guided Attention in Small Dataset Scenarios MIDL 2024 Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment NAACL 2024 Improving Industrial Safety by Auto-Generating Case-specific Preventive Recommendations EMNLP 2024 Improving Language Coverage on HeLI-OTS COLING 2024 Improving LLM Generations via Fine-Grained Self-Endorsement ACL 2024 Improving LoRA in Privacy-preserving Federated Learning ICLR 2024 Improving Multilingual ASR Robustness to Errors in Language Input Interspeech 2024 Improving Multilingual Text-to-Speech with Mixture-of-Language-Experts and Accent Disentanglement Interspeech 2024 Improving Non-Transferable Representation Learning by Harnessing Content and Style ICLR 2024 Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments CVPR 2024 Improving Personalized Sentiment Representation with Knowledge-enhanced and Parameter-efficient Layer Normalization COLING 2024 Improving Pre-trained Language Model Sensitivity via Mask Specific losses: A case study on Biomedical NER NAACL 2024 Improving protein optimization with smoothed fitness landscapes ICLR 2024