Evaluation

Evaluating BERT for natural language inference: A case study on the CommitmentBank EMNLP 2019 Higher-order Comparisons of Sentence Encoder Representations EMNLP 2019 Interpretable and Fine-Grained Visual Explanations for Convolutional Neural Networks CVPR 2019 Knowing When to Stop: Evaluation and Verification of Conformity to Output-Size Specifications CVPR 2019 Pitfalls in the Evaluation of Sentence Embeddings ACL 2019 QADiver: Interactive Framework for Diagnosing QA Models AAAI 2019 REO-Relevance, Extraness, Omission: A Fine-grained Evaluation for Image Captioning EMNLP 2019 Rethinking Cooperative Rationalization: Introspective Extraction and Complement Control EMNLP 2019 Rethinking the Evaluation of Video Summaries CVPR 2019 Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference ACL 2019 Sensitive-Sample Fingerprinting of Deep Neural Networks CVPR 2019 Spectral Metric for Dataset Complexity Assessment CVPR 2019 The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization EMNLP 2019 Tightness-Aware Evaluation Protocol for Scene Text Detection CVPR 2019 Towards Actual (Not Operational) Textual Style Transfer Auto-Evaluation EMNLP 2019 What Part of the Neural Network Does This? Understanding LSTMs by Measuring and Dissecting Neurons EMNLP 2019 A Boo(n) for Evaluating Architecture Performance ICML 2018 Attaining the Unattainable? Reassessing Claims of Human Parity in Neural Machine Translation EMNLP 2018 Diachronic degradation of language models: Insights from social media ACL 2018 Evaluating neural network explanation methods using hybrid documents and morphosyntactic agreement ACL 2018 Portable, layer-wise task performance monitoring for NLP models EMNLP 2018 Understanding Deep Learning Performance through an Examination of Test Set Difficulty: A Psychometric Case Study EMNLP 2018 Visualizing the Loss Landscape of Neural Nets NeurIPS 2018 What Do Deep Networks Like to See? CVPR 2018 When data permutations are pathological: the case of neural natural language inference EMNLP 2018