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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142

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330

517

1,020

1,828

2,498

3,411

3,854

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6,422

7,176

1,666

2000

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Papers (including subtopics)

SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches ICLR 2025 Soft Separation and Distillation: Toward Global Uniformity in Federated Unsupervised Learning ICCV 2025 SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal CVPR 2025 Soft Token Attacks Cannot Reliably Audit Unlearning in Large Language Models EMNLP 2025 SOGS: Second-Order Anchor for Advanced 3D Gaussian Splatting CVPR 2025 SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning AAAI 2025 SoLA: Leveraging Soft Activation Sparsity and Low-Rank Decomposition for Large Language Model Compression AAAI 2025 SolEval: Benchmarking Large Language Models for Repository-level Solidity Smart Contract Generation EMNLP 2025 Solid-SQL: Enhanced Schema-linking based In-context Learning for Robust Text-to-SQL COLING 2025 Solving Differential Equations with Constrained Learning ICLR 2025 Solving Robust Markov Decision Processes: Generic, Reliable, Efficient AAAI 2025 SoMA: Singular Value Decomposed Minor Components Adaptation for Domain Generalizable Representation Learning CVPR 2025 SOMD2025: A Challenging Shared Tasks for Software Related Information Extraction ACL 2025 SOMD 2025: Fine-tuning ModernBERT for In- and Out-of-Distribution NER and Relation Extraction of Software Mentions in Scientific Texts ACL 2025 Some Myths About Bias: A Queer Studies Reading Of Gender Bias In NLP ACL 2025 SonicSim: A customizable simulation platform for speech processing in moving sound source scenarios ICLR 2025 Sorbet: A Neuromorphic Hardware-Compatible Transformer-Based Spiking Language Model ICML 2025 Soteria: Language-Specific Functional Parameter Steering for Multilingual Safety Alignment EMNLP 2025 Soundwave: Less is More for Speech-Text Alignment in LLMs ACL 2025 Soup-of-Experts: Pretraining Specialist Models via Parameters Averaging ICML 2025 SPA-BENCH: A COMPREHENSIVE BENCHMARK FOR SMARTPHONE AGENT EVALUATION ICLR 2025 SPADE: Structured Prompting Augmentation for Dialogue Enhancement in Machine-Generated Text Detection ACL 2025 SPAM: Spike-Aware Adam with Momentum Reset for Stable LLM Training ICLR 2025 SpargeAttention: Accurate and Training-free Sparse Attention Accelerating Any Model Inference ICML 2025 SPARS3R: Semantic Prior Alignment and Regularization for Sparse 3D Reconstruction CVPR 2025