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The Eighth Dialog System Technology Challenge

arXiv 1911.06394 ↗First posted 14 Nov 2019cs.CLcited by 25

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Abstract (arXiv)

This paper introduces the Eighth Dialog System Technology Challenge. In line with recent challenges, the eighth edition focuses on applying end-to-end dialog technologies in a pragmatic way for multi-domain task-completion, noetic response selection, audio visual scene-aware dialog, and schema-guided dialog state tracking tasks. This paper describes the task definition, provided datasets, and evaluation set-up for each track. We also summarize the results of the submitted systems to highlight the overall trends of the state-of-the-art technologies for the tasks.

Key facts. Cited by 25 papers in the map (data through 14 Oct 2026). First posted on arXiv 14 Nov 2019.

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Citing papers per year: 2021: 14; 2022: 5; 2023: 2; 2024: 3; 2025: 0; 2026: 1.

25 papers.

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  1. 2021Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue Systemcited by 139
  2. 2021Zero-shot Generalization in Dialog State Tracking through Generative Question Answeringcited by 33
  3. 2021On the Calibration and Uncertainty of Neural Learning to Rank Modelscited by 24
  4. 2022Interactive Grounded Language Understanding in a Collaborative Environment: IGLU 2021cited by 23
  5. 2021NeurIPS 2021 Competition IGLU: Interactive Grounded Language Understanding in a Collaborative Environmentcited by 15
  6. 2021Task-Oriented Dialogue System as Natural Language Generationcited by 14
  7. 2021Enhanced Speaker-aware Multi-party Multi-turn Dialogue Comprehensioncited by 13
  8. 2021Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialoguescited by 11
  9. 2022Video Dialog as Conversation about Objects Living in Space-Timecited by 11
  10. 2021DEUS: A Data-driven Approach to Estimate User Satisfaction in Multi-turn Dialoguescited by 7
  11. 2021Meta-evaluation of Conversational Search Evaluation Metricscited by 6
  12. 2022Redwood: Using Collision Detection to Grow a Large-Scale Intent Classification Datasetcited by 6
13 more
  1. 2024FANTAstic SEquences and Where to Find Them: Faithful and Efficient API Call Generation through State-tracked Constrained Decoding and Rerankingcited by 5
  2. 2024Multi-Modal Video Dialog State Tracking in the Wildcited by 3
  3. 2021Does Dialog Length matter for Next Response Selection task? An Empirical Studycited by 2
  4. 2021POSSCORE: A Simple Yet Effective Evaluation of Conversational Search with Part of Speech Labellingcited by 2
  5. 2022EVI: Multilingual Spoken Dialogue Tasks and Dataset for Knowledge-Based Enrolment, Verification, and Identificationcited by 2
  6. 2021Joint System-Wise Optimization for Pipeline Goal-Oriented Dialog Systemcited by 1
  7. 2022Mind the Knowledge Gap: A Survey of Knowledge-enhanced Dialogue Systemscited by 1
  8. 2023Reducing Sensitivity on Speaker Names for Text Generation from Dialoguescited by 1
  9. 2023Intent-calibrated Self-training for Answer Selection in Open-domain Dialoguescited by 1
  10. 2024Grounding is All You Need? Dual Temporal Grounding for Video Dialogcited by 1
  11. 2021Leveraging Linguistic Coordination in Reranking N-Best Candidates For End-to-End Response Selection Using BERTcited by 0
  12. 2021Disentangling Online Chats with DAG-Structured LSTMscited by 0
  13. 2026Candidate Attended Dialogue State Tracking Using BERTcited by 0