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Representation Learning

4,516 papers

Papers per year

Papers

Relative Importance in Sentence Processing ACL 2021
Discrete Cosine Transform as Universal Sentence Encoder ACL 2021
A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space ACL 2021
Efficient Passage Retrieval with Hashing for Open-domain Question Answering ACL 2021
Does My Representation Capture X? Probe-Ably ACL 2021
Scalable Approach for Normalizing E-commerce Text Attributes (SANTA) ACL 2021
Gender Bias Hidden Behind Chinese Word Embeddings: The Case of Chinese Adjectives ACL 2021
Investigating the Impact of Gender Representation in ASR Training Data: a Case Study on Librispeech ACL 2021
Text Style Transfer: Leveraging a Style Classifier on Entangled Latent Representations ACL 2021
In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval ACL 2021
ANDI at SemEval-2021 Task 1: Predicting complexity in context using distributional models, behavioural norms, and lexical resources ACL 2021
FPAI at SemEval-2021 Task 6: BERT-MRC for Propaganda Techniques Detection ACL 2021
Inducing Language-Agnostic Multilingual Representations ACL 2021
Overcoming Poor Word Embeddings with Word Definitions ACL 2021
Denoising Word Embeddings by Averaging in a Shared Space ACL 2021
Evaluating a Joint Training Approach for Learning Cross-lingual Embeddings with Sub-word Information without Parallel Corpora on Lower-resource Languages ACL 2021
Modeling Profanity and Hate Speech in Social Media with Semantic Subspaces ACL 2021
Deep Spectral Ranking AISTATS 2021
Sketch based Memory for Neural Networks AISTATS 2021
One-pass Stochastic Gradient Descent in overparametrized two-layer neural networks AISTATS 2021
Image Inpainting With External-Internal Learning and Monochromic Bottleneck CVPR 2021
Prototype-Guided Saliency Feature Learning for Person Search CVPR 2021
Generative PointNet: Deep Energy-Based Learning on Unordered Point Sets for 3D Generation, Reconstruction and Classification CVPR 2021
In the Light of Feature Distributions: Moment Matching for Neural Style Transfer CVPR 2021
DOTS: Decoupling Operation and Topology in Differentiable Architecture Search CVPR 2021