Representation Learning

Extend, don’t rebuild: Phrasing conditional graph modification as autoregressive sequence labelling EMNLP 2021 Extending Multi-Sense Word Embedding to Phrases and Sentences for Unsupervised Semantic Applications AAAI 2021 Extending Neural Keyword Extraction with TF-IDF tagset matching EACL 2021 Extract, Denoise and Enforce: Evaluating and Improving Concept Preservation for Text-to-Text Generation EMNLP 2021 Extracting Deformation-Aware Local Features by Learning to Deform NeurIPS 2021 Extracting Event Temporal Relations via Hyperbolic Geometry EMNLP 2021 Extracting Topics with Simultaneous Word Co-occurrence and Semantic Correlation Graphs: Neural Topic Modeling for Short Texts EMNLP 2021 Extreme Low-Light Environment-Driven Image Denoising Over Permanently Shadowed Lunar Regions With a Physical Noise Model CVPR 2021 Face Image Retrieval With Attribute Manipulation ICCV 2021 Factor-analytic inverse regression for high-dimension, small-sample dimensionality reduction ICML 2021 Factorising Meaning and Form for Intent-Preserving Paraphrasing ACL 2021 Factorizing Declarative and Procedural Knowledge in Structured, Dynamical Environments ICLR 2021 Factuality Assessment as Modal Dependency Parsing ACL 2021 Fairness via Representation Neutralization NeurIPS 2021 Fair Representations by Compression AAAI 2021 Fake it Till You Make it: Self-Supervised Semantic Shifts for Monolingual Word Embedding Tasks AAAI 2021 FANS: Fusing ASR and NLU for On-Device SLU Interspeech 2021 FAST: A carefully sampled and cognitively motivated dataset for distributional semantic evaluation CoNLL 2021 Fast Adaptation with Linearized Neural Networks AISTATS 2021 FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition EMNLP 2021 Faster Kernel Matrix Algebra via Density Estimation ICML 2021 Fast Fourier Intrinsic Network WACV 2021 FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications Interspeech 2021 Fast Learning in Reproducing Kernel Krein Spaces via Signed Measures AISTATS 2021 Fast Tucker Rank Reduction for Non-Negative Tensors Using Mean-Field Approximation NeurIPS 2021