Search Results for author: Yubo Xie

Found 9 papers, 3 papers with code

A Large-Scale Dataset for Empathetic Response Generation

1 code implementation EMNLP 2021 Anuradha Welivita, Yubo Xie, Pearl Pu

Recent development in NLP shows a strong trend towards refining pre-trained models with a domain-specific dataset.

Empathetic Response Generation Response Generation

AFEC: A Knowledge Graph Capturing Social Intelligence in Casual Conversations

no code implementations22 May 2022 Yubo Xie, Junze Li, Pearl Pu

The knowledge captured in this graph bears potential for conversational systems to understand how people offer acknowledgement, consoling, and a wide range of empathetic responses in social conversations.

Chatbot Retrieval

How Commonsense Knowledge Helps with Natural Language Tasks: A Survey of Recent Resources and Methodologies

no code implementations10 Aug 2021 Yubo Xie, Pearl Pu

In this paper, we give an overview of commonsense reasoning in natural language processing, which requires a deeper understanding of the contexts and usually involves inference over implicit external knowledge.

HumorHunter at SemEval-2021 Task 7: Humor and Offense Recognition with Disentangled Attention

no code implementations SEMEVAL 2021 Yubo Xie, Junze Li, Pearl Pu

The task aims at predicting whether the given text is humorous, the average humor rating given by the annotators, and whether the humor rating is controversial.

Empathetic Dialog Generation with Fine-Grained Intents

1 code implementation CoNLL (EMNLP) 2021 Yubo Xie, Pearl Pu

Empathetic dialog generation aims at generating coherent responses following previous dialog turns and, more importantly, showing a sense of caring and a desire to help.

Empathetic Response Generation Response Generation

Fine-grained Emotion and Intent Learning in Movie Dialogues

no code implementations25 Dec 2020 Anuradha Welivita, Yubo Xie, Pearl Pu

We propose a novel large-scale emotional dialogue dataset, consisting of 1M dialogues retrieved from the OpenSubtitles corpus and annotated with 32 emotions and 9 empathetic response intents using a BERT-based fine-grained dialogue emotion classifier.

A Multi-Turn Emotionally Engaging Dialog Model

1 code implementation15 Aug 2019 Yubo Xie, Ekaterina Svikhnushina, Pearl Pu

Open-domain dialog systems (also known as chatbots) have increasingly drawn attention in natural language processing.

Chatbot Open-Domain Dialog

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