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

2,498

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6,422

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Papers (including subtopics)

Uncovering the Bigger Picture: Comprehensive Event Understanding Via Diverse News Retrieval EMNLP 2025 Understanding and Improving Information Preservation in Prompt Compression for LLMs EMNLP 2025 Understanding and Improving Length Generalization in Recurrent Models ICML 2025 Understanding and Meeting Practitioner Needs When Measuring Representational Harms Caused by LLM-Based Systems ACL 2025 Understanding Annotator Perception: Modeling Psychological Inference from First- and Third-Person Annotations (Student Abstract) AAAI 2025 Understanding Common Ground Misalignment in Goal-Oriented Dialog: A Case-Study with Ubuntu Chat Logs ACL 2025 Understanding Cross-Domain Adaptation in Low-Resource Topic Modeling ACL 2025 Understanding Emotional Body Expressions via Large Language Models AAAI 2025 Understanding Generalization in Quantum Machine Learning with Margins ICML 2025 Understanding Large Language Model Vulnerabilities to Social Bias Attacks ACL 2025 Understanding Microtargeting Pattern on Social Media AAAI 2025 Understanding Model Reprogramming for CLIP via Decoupling Visual Prompts ICML 2025 Understanding Multimodal LLMs Under Distribution Shifts: An Information-Theoretic Approach ICML 2025 Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods ICML 2025 Understanding PII Leakage in Large Language Models: A Systematic Survey IJCAI 2025 Understanding Silent Data Corruption in LLM Training ACL 2025 Understanding the Influence of Synthetic Data for Text Embedders ACL 2025 Understanding the Limits of Deep Tabular Methods with Temporal Shift ICML 2025 Understanding the Skill Gap in Recurrent Language Models: The Role of the Gather-and-Aggregate Mechanism ICML 2025 Understanding the Statistical Accuracy-Communication Trade-off in Personalized Federated Learning with Minimax Guarantees ICML 2025 Understanding the Unfairness in Network Quantization ICML 2025 Understand, Solve and Translate: Bridging the Multilingual Mathematical Reasoning Gap EMNLP 2025 UNDIAL: Self-Distillation with Adjusted Logits for Robust Unlearning in Large Language Models NAACL 2025 Unequal Scientific Recognition in the Age of LLMs EMNLP 2025 UniBuc-SB at ArchEHR-QA 2025: A Resource-Constrained Pipeline for Relevance Classification and Grounded Answer Synthesis ACL 2025