sequence encoding

17 papers

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attention mechanism (3975) question answering (2904) neural machine translation (2310) natural language understanding (845) recurrent neural network (1790) neural network (6616) sequence encoder (5) embedding learning (609) sequence modeling (287) representation learning (6174)

Papers

Deriving Entity-Specific Embeddings from Multi-Entity Sequences COLING 2024

Levenshtein Distance Embedding with Poisson Regression for DNA Storage AAAI 2024

Semi-Structured Object Sequence Encoders EMNLP 2023

Uniform Sequence Better: Time Interval Aware Data Augmentation for Sequential Recommendation AAAI 2023

Improving Chinese Spelling Check by Character Pronunciation Prediction: The Effects of Adaptivity and Granularity EMNLP 2022

Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding ACL 2021

Speechformer: Reducing Information Loss in Direct Speech Translation EMNLP 2021

AirNet: A Calibration Model for Low-Cost Air Monitoring Sensors Using Dual Sequence Encoder Networks AAAI 2020

Incremental Processing in the Age of Non-Incremental Encoders: An Empirical Assessment of Bidirectional Models for Incremental NLU EMNLP 2020

Improving Neural Machine Translation with Neural Syntactic Distance NAACL 2019

Sequence-to-Segment Networks for Segment Detection NIPS 2018

Information Aggregation via Dynamic Routing for Sequence Encoding COLING 2018

Answering Mixed Type Questions about Daily Living Episodes IJCAI 2018

SINAI at IEST 2018: Neural Encoding of Emotional External Knowledge for Emotion Classification EMNLP 2018

Recurrently Controlled Recurrent Networks NIPS 2018

A Convolutional Encoder Model for Neural Machine Translation ACL 2017

Neural Semantic Encoders EACL 2017