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

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5

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4

19

24

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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

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Papers (including subtopics)

Improved Rank Aggregation Under Fairness Constraint IJCAI 2025 Improved Rates of Differentially Private Nonconvex-Strongly-Concave Minimax Optimization AAAI 2025 Improved Unbiased Watermark for Large Language Models ACL 2025 Improve LLM-as-a-Judge Ability as a General Ability EMNLP 2025 Improve Rule Retrieval and Reasoning with Self-Induction and Relevance ReEstimate ACL 2025 Improving Accuracy and Generalization for Efficient Visual Tracking WACV 2025 Improving AI assistants embedded in short e-learning courses with limited textual content ACL 2025 Improving Automatic Grammatical Error Annotation for Chinese Through Linguistically-Informed Error Typology COLING 2025 Improving BGE-M3 Multilingual Dense Embeddings for Nigerian Low Resource Languages EMNLP 2025 Improving Cancer Gene Prediction by Enhancing Common Information Between the PPI Network and Gene Functional Association AAAI 2025 Improving Chemical Understanding of LLMs via SMILES Parsing EMNLP 2025 Improving Continual Learning Performance and Efficiency with Auxiliary Classifiers ICML 2025 Improving Data Annotation for Low-Resource Relation Extraction with Logical Rule-Augmented Collaborative Language Models NAACL 2025 Improving Data Efficiency via Curating LLM-Driven Rating Systems ICLR 2025 Improving Efficiency in Large Language Models via Extendable Block Floating Point Representation ACL 2025 Improving Fairness of Large Language Models in Multi-document Summarization ACL 2025 Improving Federated Domain Generalization Through Dynamical Weights Calculated from Data Influences on Global Model Update AAAI 2025 Improving Generalization and Robustness in SNNs Through Signed Rate Encoding and Sparse Encoding Attacks ICLR 2025 Improving Generalization for AI-Synthesized Voice Detection AAAI 2025 Improving Generalization in Federated Learning with Highly Heterogeneous Data via Momentum-Based Stochastic Controlled Weight Averaging ICML 2025 Improving Hate Speech Classification with Cross-Taxonomy Dataset Integration NAACL 2025 Improving Influence-based Instruction Tuning Data Selection for Balanced Learning of Diverse Capabilities EMNLP 2025 Improving Informally Romanized Language Identification EMNLP 2025 Improving Language Model Distillation through Hidden State Matching ICLR 2025 Improving LLM Video Understanding with 16 Frames Per Second ICML 2025