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03/28/2019
Resilient Combination of Complementary CNN and RNN Features for Text Classification through Attention and Ensembling
State-of-the-art methods for text classification include several distinc...
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03/23/2019
Expanding the Text Classification Toolbox with Cross-Lingual Embeddings
Most work in text classification and Natural Language Processing (NLP) f...
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02/26/2019
Structure Tree-LSTM: Structure-aware Attentional Document Encoders
We propose a method to create document representations that reflect thei...
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11/01/2018
Embedding Individual Table Columns for Resilient SQL Chatbots
Most of the world's data is stored in relational databases. Accessing th...
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08/25/2018
Churn Intent Detection in Multilingual Chatbot Conversations and Social Media
We propose a new method to detect when users express the intent to leave...
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02/05/2018
Diverse Beam Search for Increased Novelty in Abstractive Summarization
Text summarization condenses a text to a shorter version while retaining...
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02/02/2018
Submodularity-inspired Data Selection for Goal-oriented Chatbot Training based on Sentence Embeddings
Goal-oriented (GO) dialogue systems rely on an initial natural language ...
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02/01/2018
Goal-Oriented Chatbot Dialog Management Bootstrapping with Transfer Learning
Goal-Oriented (GO) Dialogue Systems, colloquially known as goal oriented...
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01/16/2018
GitGraph - Architecture Search Space Creation through Frequent Computational Subgraph Mining
The dramatic success of deep neural networks across multiple application...
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01/13/2018
EmbedRank: Unsupervised Keyphrase Extraction using Sentence Embeddings
Keyphrase extraction is the task of automatically selecting a small set ...
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10/30/2017
Machine Translation of Low-Resource Spoken Dialects: Strategies for Normalizing Swiss German
The goal of this work is to design a machine translation system for a lo...
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09/26/2017
Dataset Construction via Attention for Aspect Term Extraction with Distant Supervision
Aspect Term Extraction (ATE) detects opinionated aspect terms in sentenc...
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09/15/2017
