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Evaluation

1654 directly classified papers

Papers per year

Papers

DiQAD: A Benchmark Dataset for Open-domain Dialogue Quality Assessment EMNLP 2023
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data EMNLP 2023
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models EMNLP 2023
FFAEval: Evaluating Dialogue System via Free-For-All Ranking EMNLP 2023
The Linearity of the Effect of Surprisal on Reading Times across Languages EMNLP 2023
Measuring Pointwise 𝒱-Usable Information In-Context-ly EMNLP 2023
Arabic Dialect Identification under Scrutiny: Limitations of Single-label Classification EMNLP 2023
Scalable Membership Inference Attacks via Quantile Regression NIPS 2023
Generalized test utilities for long-tail performance in extreme multi-label classification NIPS 2023
Calibration by Distribution Matching: Trainable Kernel Calibration Metrics NIPS 2023
Mathematical Capabilities of ChatGPT NIPS 2023
Mass-Producing Failures of Multimodal Systems with Language Models NIPS 2023
Statistical Knowledge Assessment for Large Language Models NIPS 2023
Feature Likelihood Divergence: Evaluating the Generalization of Generative Models Using Samples NIPS 2023
GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels NIPS 2023
FELM: Benchmarking Factuality Evaluation of Large Language Models NIPS 2023
Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena NIPS 2023
Layer or Representation Space: What Makes BERT-based Evaluation Metrics Robust? COLING 2022
Imbalance-Aware Uplift Modeling for Observational Data AAAI 2022
When AI Difficulty Is Easy: The Explanatory Power of Predicting IRT Difficulty AAAI 2022
Play the Shannon Game with Language Models: A Human-Free Approach to Summary Evaluation AAAI 2022
The King Is Naked: On the Notion of Robustness for Natural Language Processing AAAI 2022
A Simulation-Based Evaluation Framework for Interactive AI Systems and Its Application AAAI 2022
Using Sampling to Estimate and Improve Performance of Automated Scoring Systems with Guarantees AAAI 2022
Local Structure Matters Most in Most Languages AACL 2022