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

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Papers (including subtopics)

LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement EMNLP 2024 LLMs Cannot (Yet) Match the Specificity and Simplicity of Online Communities in Long Form Question Answering EMNLP 2024 LLM See, LLM Do: Leveraging Active Inheritance to Target Non-Differentiable Objectives EMNLP 2024 LLMs for Generating and Evaluating Counterfactuals: A Comprehensive Study EMNLP 2024 LLMs Meet VLMs: Boost Open Vocabulary Object Detection with Fine-grained Descriptors ICLR 2024 LLMs to Replace Crowdsourcing For Parallel Data Creation? The Case of Text Detoxification EMNLP 2024 LLMSYN: Generating Synthetic Electronic Health Records Without Patient-Level Data MLHC 2024 LLM vs Small Model? Large Language Model Based Text Augmentation Enhanced Personality Detection Model AAAI 2024 LLoCO: Learning Long Contexts Offline EMNLP 2024 Llumnix: Dynamic Scheduling for Large Language Model Serving OSDI 2024 LM-Cocktail: Resilient Tuning of Language Models via Model Merging ACL 2024 LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models NAACL 2024 LMT-GP: Combined Latent Mean-Teacher and Gaussian Process for Semi-supervised Low-light Image Enhancement ECCV 2024 Load is not what you should balance: Introducing Prequal NSDI 2024 Local and Global Flatness for Federated Domain Generalization ECCV 2024 Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics ICML 2024 Localization Is All You Evaluate: Data Leakage in Online Mapping Datasets and How to Fix It CVPR 2024 Localized Adaptive Risk Control NeurIPS 2024 Localize, Understand, Collaborate: Semantic-Aware Dragging via Intention Reasoner NeurIPS 2024 Localizing Task Information for Improved Model Merging and Compression ICML 2024 Locally Biased Transformers Better Align with Human Reading Times ACL 2024 Locally Differentially Private Decentralized Stochastic Bilevel Optimization with Guaranteed Convergence Accuracy ICML 2024 Locally Differentially Private In-Context Learning COLING 2024 Locally Private and Robust Multi-Armed Bandits NeurIPS 2024 Local Superior Soups: A Catalyst for Model Merging in Cross-Silo Federated Learning NeurIPS 2024