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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Papers (including subtopics)

ALGEN: Few-shot Inversion Attacks on Textual Embeddings via Cross-Model Alignment and Generation ACL 2025 Algorithmic Fidelity of Large Language Models in Generating Synthetic German Public Opinions: A Case Study ACL 2025 Align Attention Heads Before Merging Them: An Effective Way for Converting MHA to GQA EMNLP 2025 AlignDistil: Token-Level Language Model Alignment as Adaptive Policy Distillation ACL 2025 Aligned but Blind: Alignment Increases Implicit Bias by Reducing Awareness of Race ACL 2025 Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review ACL 2025 Aligning Generative Denoising with Discriminative Objectives Unleashes Diffusion for Visual Perception ICLR 2025 Aligning Human Motion Generation with Human Perceptions ICLR 2025 Aligning Information Capacity Between Vision and Language via Dense-to-Sparse Feature Distillation for Image-Text Matching ICCV 2025 Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ACL 2025 Aligning Large Language Models to Low-Resource Languages through LLM-Based Selective Translation: A Systematic Study AACL 2025 Aligning LLMs for Multilingual Consistency in Enterprise Applications EMNLP 2025 Aligning NLP Models with Target Population Perspectives using PAIR: Population-Aligned Instance Replication EMNLP 2025 Aligning Retrieval with Reader Needs: Reader-Centered Passage Selection for Open-Domain Question Answering COLING 2025 Aligning Sizes of Intermediate Layers by LoRA Adapter for Knowledge Distillation NAACL 2025 Aligning Visual Contrastive learning models via Preference Optimization ICLR 2025 Align-KD: Distilling Cross-Modal Alignment Knowledge for Mobile Vision-Language Large Model Enhancement CVPR 2025 Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification EMNLP 2025 Alignment for Efficient Tool Calling of Large Language Models EMNLP 2025 Alignment with Fill-In-the-Middle for Enhancing Code Generation EMNLP 2025 ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Party LLM Data Valuation NAACL 2025 A Little Goes a Long Way: Efficient Long Context Training and Inference with Partial Contexts ICLR 2025 A Little Human Data Goes A Long Way ACL 2025 All-directional Disparity Estimation for Real-world QPD Images CVPR 2025 Alleviate and Mining: Rethinking Unsupervised Domain Adaptation for Mitochondria Segmentation from Pseudo-Label Perspective AAAI 2025