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09/09/2023
Evaluating Chatbots to Promote Users' Trust – Practices and Open Problems
Chatbots, the common moniker for collaborative assistants, are Artificia...
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05/29/2022
Learning as Conversation: Dialogue Systems Reinforced for Information Acquisition
We propose novel AI-empowered chat bots for learning as conversation whe...
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05/27/2022
Fast and Light-Weight Answer Text Retrieval in Dialogue Systems
Dialogue systems can benefit from being able to search through a corpus ...
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04/06/2022
Mix-and-Match: Scalable Dialog Response Retrieval using Gaussian Mixture Embeddings
Embedding-based approaches for dialog response retrieval embed the conte...
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12/15/2021
DG2: Data Augmentation Through Document Grounded Dialogue Generation
Collecting data for training dialog systems can be extremely expensive d...
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11/23/2021
TWEETSUMM – A Dialog Summarization Dataset for Customer Service
In a typical customer service chat scenario, customers contact a support...
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09/26/2021
MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents
We propose MultiDoc2Dial, a new task and dataset on modeling goal-orient...
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09/15/2021
Constraint based Knowledge Base Distillation in End-to-End Task Oriented Dialogs
End-to-End task-oriented dialogue systems generate responses based on di...
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09/15/2021
End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs
We propose a novel problem within end-to-end learning of task-oriented d...
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08/18/2021
Integrating Dialog History into End-to-End Spoken Language Understanding Systems
End-to-end spoken language understanding (SLU) systems that process huma...
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06/07/2021
Summary Grounded Conversation Generation
Many conversation datasets have been constructed in the recent years usi...
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04/09/2021
Explaining Neural Network Predictions on Sentence Pairs via Learning Word-Group Masks
Explaining neural network models is important for increasing their trust...
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01/24/2021
Does Dialog Length matter for Next Response Selection task? An Empirical Study
In the last few years, the release of BERT, a multilingual transformer b...
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11/12/2020
doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset
We introduce doc2dial, a new dataset of goal-oriented dialogues that are...
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10/20/2020
Simulated Chats for Task-oriented Dialog: Learning to Generate Conversations from Instructions
Popular task-oriented dialog data sets such as MultiWOZ (Budzianowski et...
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10/05/2020
Conversational Document Prediction to Assist Customer Care Agents
A frequent pattern in customer care conversations is the agents respondi...
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10/05/2020
Effects of Naturalistic Variation in Goal-Oriented Dialog
Existing benchmarks used to evaluate the performance of end-to-end neura...
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09/09/2019
Neural Conversational QA: Learning to Reason v.s. Exploiting Patterns
In this paper we work on the recently introduced ShARC task - a challeng...
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11/02/2018
Unsupervised Learning of Interpretable Dialog Models
Recently several deep learning based models have been proposed for end-t...
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10/24/2018
Multi-level Memory for Task Oriented Dialogs
Recent end-to-end task oriented dialog systems use memory architectures ...
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07/03/2018
Styling with Attention to Details
Fashion as characterized by its nature, is driven by style. In this pape...
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10/29/2017
Finding Dominant User Utterances And System Responses in Conversations
There are several dialog frameworks which allow manual specification of ...
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09/13/2017