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Goal-Oriented Dialog

15 papers with code · Natural Language Processing
Subtask of Dialogue

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Latest papers with code

ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact Centers

20 Apr 2020ClovaAI/ClovaCall

Automatic speech recognition (ASR) via call is essential for various applications, including AI for contact center (AICC) services.

GOAL-ORIENTED DIALOG SPEECH RECOGNITION

74
20 Apr 2020

An Annotated Corpus of Reference Resolution for Interpreting Common Grounding

18 Nov 2019Alab-NII/onecommon

Common grounding is the process of creating, repairing and updating mutual understandings, which is a fundamental aspect of natural language conversation.

COREFERENCE RESOLUTION GOAL-ORIENTED DIALOG NATURAL LANGUAGE UNDERSTANDING VISUAL DIALOG

10
18 Nov 2019

SUMBT: Slot-Utterance Matching for Universal and Scalable Belief Tracking

ACL 2019 SKTBrain/SUMBT

In goal-oriented dialog systems, belief trackers estimate the probability distribution of slot-values at every dialog turn.

GOAL-ORIENTED DIALOG

51
17 Jul 2019

Learning End-to-End Goal-Oriented Dialog with Maximal User Task Success and Minimal Human Agent Use

TACL 2019 IBM/modified-bAbI-dialog-tasks

In this work, we propose an end-to-end trainable method for neural goal-oriented dialog systems which handles new user behaviors at deployment by transferring the dialog to a human agent intelligently.

GOAL-ORIENTED DIALOG

10
17 Jul 2019

A Natural Language Corpus of Common Grounding under Continuous and Partially-Observable Context

8 Jul 2019Alab-NII/onecommon

Finally, we evaluate and analyze baseline neural models on a simple subtask that requires recognition of the created common ground.

DIALOGUE UNDERSTANDING GOAL-ORIENTED DIALOG LANGUAGE ACQUISITION

10
08 Jul 2019

Sequential Attention-based Network for Noetic End-to-End Response Selection

9 Jan 2019alibaba/esim-response-selection

The noetic end-to-end response selection challenge as one track in Dialog System Technology Challenges 7 (DSTC7) aims to push the state of the art of utterance classification for real world goal-oriented dialog systems, for which participants need to select the correct next utterances from a set of candidates for the multi-turn context.

CONVERSATIONAL RESPONSE SELECTION GOAL-ORIENTED DIALOG

518
09 Jan 2019

Efficient Dialog Policy Learning via Positive Memory Retention

2 Oct 2018ruizhaogit/MNIST-GuessNumber

This paper is concerned with the training of recurrent neural networks as goal-oriented dialog agents using reinforcement learning.

GOAL-ORIENTED DIALOG OBJECT DISCOVERY

3
02 Oct 2018

Zero-Shot Dialog Generation with Cross-Domain Latent Actions

WS 2018 snakeztc/NeuralDialog-ZSDG

This paper introduces zero-shot dialog generation (ZSDG), as a step towards neural dialog systems that can instantly generalize to new situations with minimal data.

DIALOGUE GENERATION GOAL-ORIENTED DIALOG

124
13 May 2018