NLPExplorer

NLP4ConvAI - 2022

Total Papers:- 19

Total Papers accross all years:- 72

Total Citations :- 0

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D-REX: Dialogue Relation Extraction with Explanations

Are Pre-trained Transformers Robust in Intent Classification? A Missing Ingredient in Evaluation of Out-of-Scope Intent Detection

Conversational AI for Positive-sum Retailing under Falsehood Control

Yin-Hsiang Liao | Ruo-Ping Dong | Huan-Cheng Chang | Wilson Ma |

Data Augmentation for Intent Classification with Off-the-shelf Large Language Models

Extracting and Inferring Personal Attributes from Dialogue

KG-CRuSE: Recurrent Walks over Knowledge Graph for Explainable Conversation Reasoning using Semantic Embeddings

Rajdeep Sarkar | Mihael Arcan | John McCrae |

Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains

Anna Sauer | Shima Asaadi | Fabian Küch |

From Rewriting to Remembering: Common Ground for Conversational QA Models

Relevance in Dialogue: Is Less More? An Empirical Comparison of Existing Metrics, and a Novel Simple Metric

Ian Berlot-Attwell | Frank Rudzicz |

Multimodal Conversational AI: A Survey of Datasets and Approaches

Anirudh Sundar | Larry Heck |

MTL-SLT: Multi-Task Learning for Spoken Language Tasks

Human Evaluation of Conversations is an Open Problem: comparing the sensitivity of various methods for evaluating dialogue agents

RetroNLU: Retrieval Augmented Task-Oriented Semantic Parsing

A Randomized Link Transformer for Diverse Open-Domain Dialogue Generation

Jing Yang Lee | Kong Aik Lee | Woon Seng Gan |

Open-domain Dialogue Generation: What We Can Do, Cannot Do, And Should Do Next