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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Papers (including subtopics)

Sens-Merging: Sensitivity-Guided Parameter Balancing for Merging Large Language Models ACL 2025 Sentence Smith: Controllable Edits for Evaluating Text Embeddings EMNLP 2025 Sentimatic: Sentiment-guided Automatic Generation of Preference Datasets for Customer Support Dialogue System NAACL 2025 SEPARATE: A Simple Low-rank Projection for Gradient Compression in Modern Large-scale Model Training Process ICLR 2025 Separate the Wheat from the Chaff: A Post-Hoc Approach to Safety Re-Alignment for Fine-Tuned Language Models ACL 2025 SepLLM: Accelerate Large Language Models by Compressing One Segment into One Separator ICML 2025 SEPS: A Separability Measure for Robust Unlearning in LLMs EMNLP 2025 Seq1F1B: Efficient Sequence-Level Pipeline Parallelism for Large Language Model Training NAACL 2025 SeqMMR: Sequential Model Merging and LLM Routing for Enhanced Batched Sequential Knowledge Editing ACL 2025 Sequence Accumulation and Beyond: Infinite Context Length on Single GPU and Large Clusters AAAI 2025 Sequence Modeling for Time-Optimal Quadrotor Trajectory Optimization with Sampling-based Robustness Analysis CoRL 2025 Sequential Conditional Transport on Probabilistic Graphs for Interpretable Counterfactual Fairness AAAI 2025 Set Valued Predictions For Robust Domain Generalization ICML 2025 Severing Spurious Correlations with Data Pruning ICLR 2025 SFUOD: Source-Free Unknown Object Detection ICCV 2025 SGC-Net: Stratified Granular Comparison Network for Open-Vocabulary HOI Detection CVPR 2025 SG-LDM: Semantic-Guided LiDAR Generation via Latent-Aligned Diffusion ICCV 2025 SGMEA: Structure-Guided Multimodal Entity Alignment COLING 2025 SHA256 at SemEval-2025 Task 4: Selective Amnesia – Constrained Unlearning for Large Language Models via Knowledge Isolation SemEval 2025 SHADES: Towards a Multilingual Assessment of Stereotypes in Large Language Models NAACL 2025 ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference ICML 2025 Shapley-Guided Utility Learning for Effective Graph Inference Data Valuation ICLR 2025 SHARE: Shared Memory-Aware Open-Domain Long-Term Dialogue Dataset Constructed from Movie Script ACL 2025 SharpDepth: Sharpening Metric Depth Predictions Using Diffusion Distillation CVPR 2025 SHARP-Distill: A 68× Faster Recommender System with Hypergraph Neural Networks and Language Models ICML 2025