Browse > Natural Language Processing > Dialogue > Dialogue Generation

Dialogue Generation

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

Leaderboards

Latest papers with code

Towards Controllable Biases in Language Generation

1 May 2020ewsheng/nlg-bias

We present a general approach towards controllable societal biases in natural language generation (NLG).

DIALOGUE GENERATION

14
01 May 2020

You Impress Me: Dialogue Generation via Mutual Persona Perception

11 Apr 2020SivilTaram/Persona-Dialogue-Generation

Despite the continuing efforts to improve the engagingness and consistency of chit-chat dialogue systems, the majority of current work simply focus on mimicking human-like responses, leaving understudied the aspects of modeling understanding between interlocutors.

DIALOGUE GENERATION

29
11 Apr 2020

An Empirical Investigation of Pre-Trained Transformer Language Models for Open-Domain Dialogue Generation

9 Mar 2020lipiji/Guyu

A weighted joint prediction paradigm for both context and response is designed to evaluate the performance of models with or without the loss term for context prediction.

DIALOGUE GENERATION

61
09 Mar 2020

Learning from Easy to Complex: Adaptive Multi-curricula Learning for Neural Dialogue Generation

2 Mar 2020hengyicai/Adaptive_Multi-curricula_Learning_for_Dialog

Current state-of-the-art neural dialogue systems are mainly data-driven and are trained on human-generated responses.

DIALOGUE GENERATION

5
02 Mar 2020

Adaptive Parameterization for Neural Dialogue Generation

IJCNLP 2019 hengyicai/AdaND

For each conversation, the model generates parameters of the encoder-decoder by referring to the input context.

DIALOGUE GENERATION

2
18 Jan 2020

Improving Knowledge-aware Dialogue Generation via Knowledge Base Question Answering

16 Dec 2019siat-nlp/TransDG

In this paper, we propose a novel knowledge-aware dialogue generation model (called TransDG), which transfers question representation and knowledge matching abilities from knowledge base question answering (KBQA) task to facilitate the utterance understanding and factual knowledge selection for dialogue generation.

DIALOGUE GENERATION KNOWLEDGE BASE QUESTION ANSWERING

22
16 Dec 2019

ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation

ACL 2019 zhanghainan/ReCoSa

Then, the self-attention mechanism is utilized to update both the context and masked response representation.

DIALOGUE GENERATION

37
09 Jul 2019

Multiple Generative Models Ensemble for Knowledge-Driven Proactive Human-Computer Dialogue Agent

8 Jul 2019circlePi/knowledge-driven-dialogue-lic2019

Multiple sequence to sequence models were used to establish an end-to-end multi-turns proactive dialogue generation agent, with the aid of data augmentation techniques and variant encoder-decoder structure designs.

DATA AUGMENTATION DIALOGUE GENERATION

17
08 Jul 2019

Personalizing Dialogue Agents via Meta-Learning

ACL 2019 HLTCHKUST/PAML

Existing personalized dialogue models use human designed persona descriptions to improve dialogue consistency.

DIALOGUE GENERATION META-LEARNING

81
24 May 2019

Consistent Dialogue Generation with Self-supervised Feature Learning

13 Mar 2019dreasysnail/CoCon

Generating responses that are consistent with the dialogue context is one of the central challenges in building engaging conversational agents.

DIALOGUE GENERATION

6
13 Mar 2019