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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1,828

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Papers (including subtopics)

Fairness-Aware Interactive Target Variable Definition IJCAI 2025 Fairness Beyond Performance: Revealing Reliability Disparities Across Groups in Legal NLP ACL 2025 Fairness in Automatic Speech Recognition Isn’t a One-Size-Fits-All EMNLP 2025 Fairness Issues and Mitigations in (Differentially Private) Socio-Demographic Data Processes AAAI 2025 Fairness on Principal Stratum: A New Perspective on Counterfactual Fairness ICML 2025 Fairness Shields: Safeguarding against Biased Decision Makers AAAI 2025 Fairness through Difference Awareness: Measuring Desired Group Discrimination in LLMs ACL 2025 Fair or Framed? Political Bias in News Articles Generated by LLMs EMNLP 2025 Fair Play in the Newsroom: Actor-Based Filtering Gender Discrimination in Text Corpora AACL 2025 FairSMOE: Mitigating Multi-Attribute Fairness Problem with Sparse Mixture-of-Experts IJCAI 2025 FairSteer: Inference Time Debiasing for LLMs with Dynamic Activation Steering ACL 2025 Fair Submodular Cover ICLR 2025 Fair Submodular Maximization over a Knapsack Constraint IJCAI 2025 Fair Summarization: Bridging Quality and Diversity in Extractive Summaries NAACL 2025 FAIR-TAT: Improving Model Fairness using Targeted Adversarial Training WACV 2025 Fair Text-Attributed Graph Representation Learning EMNLP 2025 Fair Text Classification via Transferable Representations JMLR 2025 Fair Text-to-Image Diffusion via Fair Mapping AAAI 2025 FairTP: A Prolonged Fairness Framework for Traffic Prediction AAAI 2025 Fair Training with Zero Inputs AAAI 2025 FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" ICLR 2025 Faithful Transcription: Leveraging Bible Recordings to Improve ASR for Endangered Languages IJCNLP 2025 FaithUn: Toward Faithful Forgetting in Language Models by Investigating the Interconnectedness of Knowledge EMNLP 2025 FakeDiffer: Distributional Disparity Learning on Differentiated Reconstruction for Face Forgery Detection AAAI 2025 FALCON: Fair Face Recognition via Local Optimal Feature Normalization WACV 2025