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Goal-Oriented Dialog

Achieving a pre-defined goal through a dialog.

Papers

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Showing 1–50 of 54 papers

TitleStatusHype
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic—0
Generalized zero-shot audio-to-intent classification—0
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation—0
Improving Multiple Documents Grounded Goal-Oriented Dialog Systems via Diverse Knowledge Enhanced Pretrained Language Model—0
Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems—0
Exploring the Limits of Natural Language Inference Based Setup for Few-Shot Intent DetectionCode0
Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks—0
Document-Grounded Goal-Oriented Dialogue Systems on Pre-Trained Language Model with Diverse Input Representation—0
Joint System-Wise Optimization for Pipeline Goal-Oriented Dialog System—0
On the Robustness of Intent Classification and Slot Labeling in Goal-oriented Dialog Systems to Real-world NoiseCode0
Domain Expert Platform for Goal-Oriented Dialog Collection—0
Knowledge Grounded Conversational Symptom Detection with Graph Memory NetworksCode1
Benchmarking Commercial Intent Detection Services with Practice-Driven EvaluationsCode0
Dialog Simulation with Realistic Variations for Training Goal-Oriented Conversational Systems—0
Turn-level Dialog Evaluation with Dialog-level Weak Signals for Bot-Human Hybrid Customer Service Systems—0
Discriminative Nearest Neighbor Few-Shot Intent Detection by Transferring Natural Language InferenceCode1
Effects of Naturalistic Variation in Goal-Oriented DialogCode0
Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment—0
L'adaptabilit\'e comme comp\'etence pour les syst\`emes de dialogue orient\'es t\^ache (Adaptability as a skill for goal-oriented dialog systems)—0
Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise Evaluation—0
Large Scale Multi-Actor Generative Dialog Modeling—0
End-to-End Slot Alignment and Recognition for Cross-Lingual NLUCode1
ClovaCall: Korean Goal-Oriented Dialog Speech Corpus for Automatic Speech Recognition of Contact CentersCode1
Sequential Neural Networks for Noetic End-to-End Response SelectionCode1
Convo: What does conversational programming need? An exploration of machine learning interface design—0
Incorporating Joint Embeddings into Goal-Oriented Dialogues with Multi-Task LearningCode0
An Annotated Corpus of Reference Resolution for Interpreting Common GroundingCode1
SUMBT: Slot-Utterance Matching for Universal and Scalable Belief TrackingCode1
Learning End-to-End Goal-Oriented Dialog with Maximal User Task Success and Minimal Human Agent UseCode0
Knowledge-incorporating ESIM models for Response Selection in Retrieval-based Dialog Systems—0
A Natural Language Corpus of Common Grounding under Continuous and Partially-Observable ContextCode1
Les syst\`emes de dialogue orient\'es-but : \'etat de l'art et perspectives d'am\'elioration (Goal-oriented dialog systems : a recent overview and research prospects )—0
Joint Multiple Intent Detection and Slot Labeling for Goal-Oriented Dialog—0
A Self-Attention Joint Model for Spoken Language Understanding in Situational Dialog Applications—0
Sequential Attention-based Network for Noetic End-to-End Response SelectionCode1
Quantized-Dialog Language Model for Goal-Oriented Conversational Systems—0
Chat-crowd: A Dialog-based Platform for Visual Layout Composition—0
Learning Personalized End-to-End Goal-Oriented Dialog—0
Efficient Dialog Policy Learning via Positive Memory RetentionCode0
Learning End-to-End Goal-Oriented Dialog with Multiple AnswersCode0
NIPS Conversational Intelligence Challenge 2017 Winner System: Skill-based Conversational Agent with Supervised Dialog ManagerCode0
A Dataset for Building Code-Mixed Goal Oriented Conversation Systems—0
Zero-Shot Dialog Generation with Cross-Domain Latent ActionsCode0
Knowledge-based end-to-end memory networks—0
NE-Table: A Neural key-value table for Named EntitiesCode0
An End-to-End Goal-Oriented Dialog System with a Generative Natural Language Response Generation—0
Answerer in Questioner's Mind: Information Theoretic Approach to Goal-Oriented Visual DialogCode1
A Neural Method for Goal-Oriented Dialog Systems to interact with Named Entities—0
End-to-End Offline Goal-Oriented Dialog Policy Learning via Policy Gradient—0
Personalization in Goal-Oriented DialogCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1IJEEL-KVLBLEU0.18—Unverified