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Goal-Oriented Dialog

10 papers with code · Natural Language Processing
Subtask of Dialogue

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Greatest papers with code

Learning End-to-End Goal-Oriented Dialog

24 May 2016facebookresearch/ParlAI

We show similar result patterns on data extracted from an online concierge service.

GOAL-ORIENTED DIALOG SLOT FILLING

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.

GOAL-ORIENTED DIALOG

Query-Reduction Networks for Question Answering

14 Jun 2016uwnlp/qrn

In this paper, we study the problem of question answering when reasoning over multiple facts is required.

GOAL-ORIENTED DIALOG QUESTION ANSWERING

Personalization in Goal-Oriented Dialog

22 Jun 2017chaitjo/personalized-dialog

The main goal of modeling human conversation is to create agents which can interact with people in both open-ended and goal-oriented scenarios.

GOAL-ORIENTED DIALOG MULTI-TASK LEARNING

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

Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual Dialog

NeurIPS 2018 naver/aqm-plus

Goal-oriented dialogue tasks occur when a questioner asks an action-oriented question and an answerer responds with the intent of letting the questioner know a correct action to take.

GOAL-ORIENTED DIALOG

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

17 Jul 2019SKTBrain/SUMBT

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

GOAL-ORIENTED DIALOG

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