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Papers
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
EMNLP 2019
Annotation Process for the Dialog Act Classification of a Taglish E-commerce Q&A Corpus
EMNLP 2019
A Study of Incorrect Paraphrases in Crowdsourced User Utterances
NAACL 2019
Bootstrapping Conversational Agents with Weak Supervision
AAAI 2019
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots
EMNLP 2019
Commonsense inference in human-robot communication
EMNLP 2019
Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents
EMNLP 2019
Cross-lingual intent classification in a low resource industrial setting
EMNLP 2019
Fermi at SemEval-2019 Task 8: An elementary but effective approach to Question Discernment in Community QA Forums
SemEval 2019
Fine-Grained Sentence Functions for Short-Text Conversation
ACL 2019
Hybrid Arbitration Using Raw ASR String and NLU Information — Taking the Best of Both Embedded World and Cloud World
Interspeech 2019
Iterative Delexicalization for Improved Spoken Language Understanding
Interspeech 2019
Metric Learning for Dynamic Text Classification
EMNLP 2019
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data
EMNLP 2019
Neural Transition Systems for Modeling Hierarchical Semantic Representations
Interspeech 2019
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems
NAACL 2019
ProSeqo: Projection Sequence Networks for On-Device Text Classification
EMNLP 2019
Rationally Reappraising ATIS-based Dialogue Systems
ACL 2019
Reconstructing Capsule Networks for Zero-shot Intent Classification
EMNLP 2019
SimVecs: Similarity-Based Vectors for Utterance Representation in Conversational AI Systems
CoNLL 2019
Structural Scaffolds for Citation Intent Classification in Scientific Publications
NAACL 2019
Submodular Optimization-based Diverse Paraphrasing and its Effectiveness in Data Augmentation
NAACL 2019
Ultra-Compact NLU: Neuronal Network Binarization as Regularization
Interspeech 2019
Zero Shot Intent Classification Using Long-Short Term Memory Networks
Interspeech 2019
Adversarial Training for Multi-task and Multi-lingual Joint Modeling of Utterance Intent Classification
EMNLP 2018