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QUARTZ: QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization
QUARTZ : Approche abstractive non supervisée par question-réponse pour le résumé de dialogue orienté tâche
Ghebriout, Mohamed, Imed Eddine ; Guibon, Gaël ; Lerner, Ivan ; et al.
EMNLP 2025 : The 2025 Conference on Empirical Methods in Natural Language Processing, Nov 2025, Suzhou, China

Suzhou, China Dialogue summarization Unsupervised learning Task-oriented adaptation Large Language Models (L... Résumé de dialogues …
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2

Leveraging Graph Structures and Large Language Models for End-to-End Synthetic Task-Oriented Dialogues
Medjad, Maya ; Imbert, Hugo ; Yun, Bruno ; et al.

Detroit, United States Task-oriented dialogue L... Synthetic data Large-language models Task-oriented dialogue [INFO.INFO-AI]Computer S... …
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3

Exploring ReAct Prompting for Task-Oriented Dialogue: Insights and Shortcomings
Elizabeth, Michelle ; Veyret, Morgan ; Couceiro, Miguel ; et al.
15th International Workshop on Spoken Dialogue Systems Technology. :143-153

Bilbao, Spain [INFO.INFO-CL]Computer S... Computation and Language... [INFO.INFO-AI]Computer S... Artificial Intelligence...
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4

Chitchat as Interference: Adding User Backstories to Task-Oriented Dialogues
Stricker, Armand ; Paroubek, Patrick ; Laboratoire Interdisciplinaire des Sciences du Numérique (LISN) ; et al.
The 2024 Joint International Conference on Computational Linguistics. :3203-3214

Torino, Italy Conversational AI Prompting LLMs Automatic Data Augmentat... Chitchat …
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5

Enhancing Task-Oriented Dialogues With Chitchat: A Comparative Study Based On Lexical Diversity And Divergence
Stricker, Armand ; Paroubek, Patrick ; Laboratoire Interdisciplinaire des Sciences du Numérique (LISN) ; et al.
ASRU. :1-8

Taipei, Taiwan task-oriented dialogue c... task-oriented dialogue chitchat response diversity entropy …
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6

Exploration of Human Repair Initiation in Task-oriented Dialogue : A Linguistic Feature-based Approach
Ngo, Anh ; Heylen, Dirk ; Rollet, Nicolas ; et al.
SIGDIAL 2024 - 25th Meeting of the Special Interest Group on Discourse and Dialogue. :603-609

Kyoto, Japan Conversational repair Human - human interactio... Computational linguisiti... [INFO]Computer Science [... [INFO.INFO-AI]Computer S... …
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7

Adversarial Robustness of Bottleneck Injected Deep Neural Networks for Task-Oriented Communication
Furutanpey, Alireza ; Frangoudis, Pantelis ; Szabo, Patrik ; et al.
2025 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN). :1-6

Networking and Internet... FOS: Computer and inform... Computer Science - Machi... Goal-Oriented Compressio... Information Bottleneck Image and Video Processi... …
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8

Robust deep MRI contrast synthesis using a prior-based and task-oriented 3D network
Morell-Ortega, Sergio ; Ruiz-Perez, Marina ; Gadea, Marien ; et al.
Imaging Neuroscience, 2025, 3, ⟨10.1162/IMAG.a.116⟩

semi-supervised learning deep learning contrast synthesis MRI MRI contrast synthesis d... [INFO.INFO-IM]Computer S... …
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9

Long-term Task-oriented Agent: Proactive Long-term Intent Maintenance in Dynamic Environments
Shi, Qinglong ; Wang, Donghai ; Zhou, Hantao ; et al.

Artificial Intelligence Computation and Language
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11

DIASER: A Unifying View On Task-oriented Dialogue Annotation
DIASER : une unification d'annotation pour les dialogues orientés tâche
Hudeček, Vojtěch ; Schaub, Léon-Paul ; Štancl, Daniel ; et al.
Language Resources and Evaluation Conference (LREC2022). :1286-1296

Marseille, France task oriented dialog annotated corpora resource merging MultiWOZ [INFO.INFO-TT]Computer S... …
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12

Context Knowledge-aware Recognition of Composite Intents in Task-oriented Human-Bot Conversations
Bouguelia, Sara ; Brabra, Hayet ; Benatallah, Boualem ; et al.
34th International Conference. :237-252

Leuven, Belgium Slot value inference Context knowledge Complex Intent Recogniti... Task-oriented Conversati... [INFO]Computer Science [...
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13

Task-Oriented Data Synthesis and Control-Rectify Sampling for Remote Sensing Semantic Segmentation
Yang, Yunkai ; Zhang, Yudong ; Zhang, Kunquan ; et al.

Computer Vision and Patt...
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15

Task-Oriented Grasping Using Reinforcement Learning with a Contextual Reward Machine
Li, Hui ; Zaman, Akhlak Uz ; Yan, Fujian ; et al.

Robotics
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16

ToG-Bench: Task-Oriented Spatio-Temporal Grounding in Egocentric Videos
Xu, Qi'ao ; Qian, Tianwen ; Fu, Yuqian ; et al.

Computer Vision and Patt... Artificial Intelligence
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17

OVAL-Grasp: Open-Vocabulary Affordance Localization for Task Oriented Grasping
Tong, Edmond ; Balaji, Advaith ; Opipari, Anthony ; et al.

Robotics
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19

MMWOZ: Building Multimodal Agent for Task-oriented Dialogue
Yang, Pu-Hai ; Huang, Heyan ; Xu, Heng-Da ; et al.

Computation and Language
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20

Enhancing task-oriented robotic grasping via 3D affordance grounding from vision-language models
Chen, Wenkai ; Liu, Shang-Ching ; Li, Qingdu ; et al.
Complex & Intelligent Systems. 12(1)

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