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Dialogue Generation

35 papers with code · Natural Language Processing
Subtask of Dialogue · Text Generation

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Latest papers without code

On the Generation of Medical Dialogues for COVID-19

11 May 2020

To address this problem, we aim to develop a medical dialogue system that can provide COVID19-related consultations.

DIALOGUE GENERATION TRANSFER LEARNING

Diversifying Dialogue Generation with Non-Conversational Text

9 May 2020

Neural network-based sequence-to-sequence (seq2seq) models strongly suffer from the low-diversity problem when it comes to open-domain dialogue generation.

DIALOGUE GENERATION

Fact-based Dialogue Generation with Convergent and Divergent Decoding

6 May 2020

Fact-based dialogue generation is a task of generating a human-like response based on both dialogue context and factual texts.

DIALOGUE GENERATION

Synthesizer: Rethinking Self-Attention in Transformer Models

2 May 2020

The dot product self-attention is known to be central and indispensable to state-of-the-art Transformer models.

ABSTRACTIVE TEXT SUMMARIZATION DIALOGUE GENERATION LANGUAGE MODELLING

Unsupervised Injection of Knowledge into Dialogue Generation via Language Models

30 Apr 2020

Neural conversation models have shown the power to produce more meaningful and engaging responses given external knowledge.

DIALOGUE GENERATION

Evaluating Dialogue Generation Systems via Response Selection

29 Apr 2020

Existing automatic evaluation metrics for open-domain dialogue response generation systems correlate poorly with human evaluation.

DIALOGUE GENERATION

A Batch Normalized Inference Network Keeps the KL Vanishing Away

27 Apr 2020

Variational Autoencoder (VAE) is widely used as a generative model to approximate a model's posterior on latent variables by combining the amortized variational inference and deep neural networks.

DIALOGUE GENERATION LANGUAGE MODELLING TEXT CLASSIFICATION

On the Encoder-Decoder Incompatibility in Variational Text Modeling and Beyond

20 Apr 2020

To this end, we propose Coupled-VAE, which couples a VAE model with a deterministic autoencoder with the same structure and improves the encoder and decoder parameterizations via encoder weight sharing and decoder signal matching.

DIALOGUE GENERATION LANGUAGE MODELLING

The Panacea Threat Intelligence and Active Defense Platform

20 Apr 2020

We describe Panacea, a system that supports natural language processing (NLP) components for active defenses against social engineering attacks.

DIALOGUE GENERATION NAMED ENTITY RECOGNITION