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)

Split-Merge: Scalable and Memory-Efficient Merging of Expert LLMs EMNLP 2025 Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models ICML 2025 SPoRt - Safe Policy Ratio: Certified Training and Deployment of Task Policies in Model-Free RL IJCAI 2025 Sports and Women’s Sports: Gender Bias in Text Generation with Olympic Data NAACL 2025 Spotlighter: Revisiting Prompt Tuning from a Representative Mining View EMNLP 2025 Spot the BlindSpots: Systematic Identification and Quantification of Fine-Grained LLM Biases in Contact Center Call Summarization EMNLP 2025 Spurious Correlations and Beyond: Understanding and Mitigating Shortcut Learning in SDOH Extraction with Large Language Models ACL 2025 Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model AAAI 2025 SQLGenie: A Practical LLM based System for Reliable and Efficient SQL Generation ACL 2025 SQLong: Enhanced NL2SQL for Longer Contexts with LLMs ACL 2025 SqueezeAttention: 2D Management of KV-Cache in LLM Inference via Layer-wise Optimal Budget ICLR 2025 Squeezed Attention: Accelerating Long Context Length LLM Inference ACL 2025 SQUiD: Synthesizing Relational Databases from Unstructured Text EMNLP 2025 S-RAG: A Novel Audit Framework for Detecting Unauthorized Use of Personal Data in RAG Systems ACL 2025 SRDC: Semantics-based Ransomware Detection and Classification with LLM-assisted Pre-training AAAI 2025 SRS-Stories: Vocabulary-constrained multilingual story generation for language learning EMNLP 2025 SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes ICLR 2025 SSL-STMFormer Self-Supervised Learning Spatio-Temporal Entanglement Transformer for Traffic Flow Prediction AAAI 2025 SSMLoRA: Enhancing Low-Rank Adaptation with State Space Model NAACL 2025 SSR: Alignment-Aware Modality Connector for Speech Language Models ACL 2025 SSVQ: Unleashing the Potential of Vector Quantization with Sign-Splitting ICCV 2025 ST3: Accelerating Multimodal Large Language Model by Spatial-Temporal Visual Token Trimming AAAI 2025 STAA-SNN: Spatial-Temporal Attention Aggregator for Spiking Neural Networks CVPR 2025 Stable Mean Teacher for Semi-supervised Video Action Detection AAAI 2025 Stable Segment Anything Model ICLR 2025