Supervised Learning

Partial-input baselines show that NLI models can ignore context, but they don’t. NAACL 2022 PONI: Potential Functions for ObjectGoal Navigation With Interaction-Free Learning CVPR 2022 Prepositions Matter in Quantifier Scope Disambiguation COLING 2022 Quality-Aware Decoding for Neural Machine Translation NAACL 2022 QuALITY: Question Answering with Long Input Texts, Yes! NAACL 2022 Reducing Disambiguation Biases in NMT by Leveraging Explicit Word Sense Information NAACL 2022 Reproducibility and Automation of the Appraisal Taxonomy COLING 2022 Reweighting Strategy Based on Synthetic Data Identification for Sentence Similarity COLING 2022 Scalable and Efficient Hypothesis Testing with Random Forests JMLR 2022 Scalable Penalized Regression for Noise Detection in Learning With Noisy Labels CVPR 2022 Search Space Expansion for Efficient Incremental Inductive Logic Programming from Streamed Data IJCAI 2022 Sentence-Level Resampling for Named Entity Recognition NAACL 2022 Smartphone-Based Game Development to Introduce K12 Students in Applied Artificial Intelligence AAAI 2022 Stable Classification JMLR 2022 Stochastic Reweighted Gradient Descent ICML 2022 StoryQ—an Online Environment for Machine Learning of Text Classification AAAI 2022 Sum of Ranked Range Loss for Supervised Learning JMLR 2022 Targeted Supervised Contrastive Learning for Long-Tailed Recognition CVPR 2022 Tree-Values: Selective Inference for Regression Trees JMLR 2022 TSTR: Too Short to Represent, Summarize with Details! Intro-Guided Extended Summary Generation NAACL 2022 UBnormal: New Benchmark for Supervised Open-Set Video Anomaly Detection CVPR 2022 Understand before Answer: Improve Temporal Reading Comprehension via Precise Question Understanding NAACL 2022 User-Driven Research of Medical Note Generation Software NAACL 2022 ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model NAACL 2022 Accountable Error Characterization NAACL 2021