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Representation Learning

401 directly classified papers

Papers per year

Papers

Local Temporal Bilinear Pooling for Fine-Grained Action Parsing CVPR 2019
Open Sesame: Getting inside BERT’s Linguistic Knowledge ACL 2019
Derivational Morphological Relations in Word Embeddings ACL 2019
Probing Word and Sentence Embeddings for Long-distance Dependencies Effects in French and English ACL 2019
Context is Key: Grammatical Error Detection with Contextual Word Representations ACL 2019
STRASS: A Light and Effective Method for Extractive Summarization Based on Sentence Embeddings ACL 2019
Deep Neural Model Inspection and Comparison via Functional Neuron Pathways ACL 2019
Vocabulary Pyramid Network: Multi-Pass Encoding and Decoding with Multi-Level Vocabularies for Response Generation ACL 2019
Tree Communication Models for Sentiment Analysis ACL 2019
Pre-Learning Environment Representations for Data-Efficient Neural Instruction Following ACL 2019
Towards Lossless Encoding of Sentences ACL 2019
Unsupervised Context Rewriting for Open Domain Conversation EMNLP 2019
Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework EMNLP 2019
Image Captioning with Very Scarce Supervised Data: Adversarial Semi-Supervised Learning Approach EMNLP 2019
Guiding the Flowing of Semantics: Interpretable Video Captioning via POS Tag EMNLP 2019
Designing and Interpreting Probes with Control Tasks EMNLP 2019
Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations EMNLP 2019
When Specialization Helps: Using Pooled Contextualized Embeddings to Detect Chemical and Biomedical Entities in Spanish EMNLP 2019
Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings EMNLP 2019
Contextualized Word Representations from Distant Supervision with and for NER EMNLP 2019
Structure Learning for Neural Module Networks EMNLP 2019
An Evaluation of Language-Agnostic Inner-Attention-Based Representations in Machine Translation ACL 2019
The Impact of Word Representations on Sequential Neural MWE Identification ACL 2019
Large-Scale Heterogeneous Feature Embedding AAAI 2019
A2-Net: Molecular Structure Estimation from Cryo-EM Density Volumes AAAI 2019