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Natural Language Processing
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Applications
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Dialogue Systems
1370 directly classified papers
Papers per year
2016: 10
2017: 34
2018: 62
2019: 112
2020: 158
2021: 157
2022: 262
2023: 233
2024: 133
2025: 204
2026: 5
Papers
Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning
AAAI 2019
Re-Evaluating ADEM: A Deeper Look at Scoring Dialogue Responses
AAAI 2019
Engaging Image Captioning via Personality
CVPR 2019
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots
EMNLP 2019
Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems
EMNLP 2019
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables
EMNLP 2019
Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog
EMNLP 2019
Asking Clarification Questions in Knowledge-Based Question Answering
EMNLP 2019
Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation
EMNLP 2019
A Discrete CVAE for Response Generation on Short-Text Conversation
EMNLP 2019
Who Is Speaking to Whom? Learning to Identify Utterance Addressee in Multi-Party Conversations
EMNLP 2019
A Semi-Supervised Stable Variational Network for Promoting Replier-Consistency in Dialogue Generation
EMNLP 2019
Modeling Personalization in Continuous Space for Response Generation via Augmented Wasserstein Autoencoders
EMNLP 2019
Variational Hierarchical User-based Conversation Model
EMNLP 2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue
EMNLP 2019
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases
EMNLP 2019
Video Dialog via Progressive Inference and Cross-Transformer
EMNLP 2019
Learning to Ask for Conversational Machine Learning
EMNLP 2019
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset
EMNLP 2019
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack
EMNLP 2019
GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue
EMNLP 2019
Task-Oriented Conversation Generation Using Heterogeneous Memory Networks
EMNLP 2019
Answering Conversational Questions on Structured Data without Logical Forms
EMNLP 2019
Context-Aware Conversation Thread Detection in Multi-Party Chat
EMNLP 2019
SAMSum Corpus: A Human-annotated Dialogue Dataset for Abstractive Summarization
EMNLP 2019
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