performance prediction

CLGT: A Graph Transformer for Student Performance Prediction in Collaborative Learning AAAI 2023 Context-Aware Analysis of Group Submissions for Group Anomaly Detection and Performance Prediction AAAI 2023 Dynamic Ensemble of Low-Fidelity Experts: Mitigating NAS “Cold-Start” AAAI 2023 GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels NeurIPS 2023 How Predictable Are Large Language Model Capabilities? A Case Study on BIG-bench EMNLP 2023 LOVM: Language-Only Vision Model Selection NeurIPS 2023 MathNAS: If Blocks Have a Role in Mathematical Architecture Design NeurIPS 2023 On Modular Learning of Distributed Systems for Predicting End-to-End Latency NSDI 2023 PINAT: A Permutation INvariance Augmented Transformer for NAS Predictor AAAI 2023 Predicting Question-Answering Performance of Large Language Models through Semantic Consistency EMNLP 2023 Revisiting Sample Size Determination in Natural Language Understanding ACL 2023 TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs NeurIPS 2023 Aspect-based Analysis of Advertising Appeals for Search Engine Advertising NAACL 2022 Beyond Static models and test sets: Benchmarking the potential of pre-trained models across tasks and languages ACL 2022 Embarrassingly Simple Performance Prediction for Abductive Natural Language Inference NAACL 2022 Graph Masked Autoencoder Enhanced Predictor for Neural Architecture Search IJCAI 2022 How Much More Data Do I Need? Estimating Requirements for Downstream Tasks CVPR 2022 Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations AAAI 2022 LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems AAAI 2022 Multi Task Learning For Zero Shot Performance Prediction of Multilingual Models ACL 2022 Opening the Black Box: Automated Software Analysis for Algorithm Selection AutoML 2022 Training on the Test Set: Mapping the System-Problem Space in AI AAAI 2022 Domain Divergences: A Survey and Empirical Analysis NAACL 2021 How Powerful are Performance Predictors in Neural Architecture Search? NeurIPS 2021 Learning Prediction Intervals for Model Performance AAAI 2021