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Theory

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Papers

Element Intervention for Open Relation Extraction IJCNLP 2021
Language Model Evaluation Beyond Perplexity IJCNLP 2021
TGEA: An Error-Annotated Dataset and Benchmark Tasks for TextGeneration from Pretrained Language Models IJCNLP 2021
A Neural Transition-based Model for Argumentation Mining IJCNLP 2021
The statistical advantage of automatic NLG metrics at the system level IJCNLP 2021
Attention Flows are Shapley Value Explanations IJCNLP 2021
Targeting the Benchmark: On Methodology in Current Natural Language Processing Research IJCNLP 2021
Parameter Selection: Why We Should Pay More Attention to It IJCNLP 2021
Benchmarking: Past, Present and Future IJCNLP 2021
We Need to Consider Disagreement in Evaluation IJCNLP 2021
GOT: Testing for Originality in Natural Language Generation IJCNLP 2021
Recursive prosody is not finite-state IJCNLP 2021
Recognizing Reduplicated Forms: Finite-State Buffered Machines IJCNLP 2021
System Performance as a Function of Calibration Methods, Sample Size and Sampling Variability in Likelihood Ratio-Based Forensic Voice Comparison INTERSPEECH 2021
Multiple Sound Source Localization Based on Interchannel Phase Differences in All Frequencies with Spectral Masks INTERSPEECH 2021
Cramér-Rao Lower Bound for DOA Estimation with an Array of Directional Microphones in Reverberant Environments INTERSPEECH 2021
Scaling Laws for Acoustic Models INTERSPEECH 2021
Detection and Analysis of Attention Errors in Sequence-to-Sequence Text-to-Speech INTERSPEECH 2021
Equivalence of Segmental and Neural Transducer Modeling: A Proof of Concept INTERSPEECH 2021
Insights on Neural Representations for End-to-End Speech Recognition INTERSPEECH 2021
On the Optimality of Kernel-Embedding Based Goodness-of-Fit Tests JMLR 2021
Entangled Kernels - Beyond Separability JMLR 2021
giotto-tda: : A Topological Data Analysis Toolkit for Machine Learning and Data Exploration JMLR 2021
Banach Space Representer Theorems for Neural Networks and Ridge Splines JMLR 2021
GemBag: Group Estimation of Multiple Bayesian Graphical Models JMLR 2021