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)

Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs ACL 2024 Can LLMs Recognize Toxicity? A Structured Investigation Framework and Toxicity Metric EMNLP 2024 Can LLMs Replace Clinical Doctors? Exploring Bias in Disease Diagnosis by Large Language Models EMNLP 2024 Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases ACL 2024 Can Machine Unlearning Reduce Social Bias in Language Models? EMNLP 2024 Can Mamba Learn How To Learn? A Comparative Study on In-Context Learning Tasks ICML 2024 Can Modelling Inter-Rater Ambiguity Lead To Noise-Robust Continuous Emotion Predictions? Interspeech 2024 Can Multiple-choice Questions Really Be Useful in Detecting the Abilities of LLMs? COLING 2024 Can Protective Perturbation Safeguard Personal Data from Being Exploited by Stable Diffusion? CVPR 2024 Can Public Large Language Models Help Private Cross-device Federated Learning? NAACL 2024 Can Sensitive Information Be Deleted From LLMs? Objectives for Defending Against Extraction Attacks ICLR 2024 Can Simple Averaging Defeat Modern Watermarks? NeurIPS 2024 Can Synthetic Audio From Generative Foundation Models Assist Audio Recognition and Speech Modeling? Interspeech 2024 CantTalkAboutThis: Aligning Language Models to Stay on Topic in Dialogues EMNLP 2024 Can We Evaluate Domain Adaptation Models Without Target-Domain Labels? ICLR 2024 Can we get the best of both Binary Neural Networks and Spiking Neural Networks for Efficient Computer Vision? ICLR 2024 Can We Leave Deepfake Data Behind in Training Deepfake Detector? NeurIPS 2024 Can We Remove the Square-Root in Adaptive Gradient Methods? A Second-Order Perspective ICML 2024 Can We Trust the Performance Evaluation of Uncertainty Estimation Methods in Text Summarization? EMNLP 2024 Can you Remove the Downstream Model for Speaker Recognition with Self-Supervised Speech Features? Interspeech 2024 CAPA: An Architecture For Operating Cluster Networks With High Availability NSDI 2024 CapEEN: Image Captioning with Early Exits and Knowledge Distillation EMNLP 2024 CapsFusion: Rethinking Image-Text Data at Scale CVPR 2024 Capturing Perspectives of Crowdsourced Annotators in Subjective Learning Tasks NAACL 2024 Carbon Footprint Reduction for Sustainable Data Centers in Real-Time AAAI 2024