{"total":62,"rows":[{"id":"2111.01243","title":"Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey","created":"2021-11-01","cited_by_count":463,"area":null},{"id":"2109.14739","title":"Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System","created":"2021-09-29","cited_by_count":139,"area":null},{"id":"2207.04154","title":"TalkToModel: Explaining Machine Learning Models with Interactive Natural Language Conversations","created":"2022-07-08","cited_by_count":66,"area":null},{"id":"2105.04222","title":"Leveraging Slot Descriptions for Zero-Shot Cross-Domain Dialogue State Tracking","created":"2021-05-10","cited_by_count":61,"area":null},{"id":"2104.08667","title":"SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations","created":"2021-04-18","cited_by_count":56,"area":null},{"id":"2203.06654","title":"Continual Prompt Tuning for Dialog State Tracking","created":"2022-03-13","cited_by_count":44,"area":null},{"id":"2109.12575","title":"Paradigm Shift in Natural Language Processing","created":"2021-09-26","cited_by_count":39,"area":null},{"id":"2106.00291","title":"Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking","created":"2021-06-01","cited_by_count":35,"area":null},{"id":"2101.08333","title":"Zero-shot Generalization in Dialog State Tracking through Generative Question Answering","created":"2021-01-20","cited_by_count":33,"area":null},{"id":"2202.13675","title":"A Survey on Recent Advances and Challenges in Reinforcement Learning Methods for Task-Oriented Dialogue Policy Learning","created":"2022-02-28","cited_by_count":30,"area":null},{"id":"2101.09374","title":"Slot Self-Attentive Dialogue State Tracking","created":"2021-01-22","cited_by_count":27,"area":null},{"id":"2405.13037","title":"Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation","created":"2024-05-17","cited_by_count":24,"area":"agents"},{"id":"2207.14627","title":"\"Do you follow me?\": A Survey of Recent Approaches in Dialogue State Tracking","created":"2022-07-29","cited_by_count":22,"area":null},{"id":"2203.01552","title":"Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking","created":"2022-03-03","cited_by_count":21,"area":null},{"id":"2202.03354","title":"Robust Dialogue State Tracking with Weak Supervision and Sparse Data","created":"2022-02-07","cited_by_count":15,"area":null},{"id":"2210.08873","title":"Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems","created":"2022-10-17","cited_by_count":15,"area":null},{"id":"2104.09088","title":"Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems","created":"2021-04-19","cited_by_count":14,"area":null},{"id":"2105.07654","title":"Dependency Parsing as MRC-based Span-Span Prediction","created":"2021-05-17","cited_by_count":13,"area":null},{"id":"2403.17284","title":"Common Ground Tracking in Multimodal Dialogue","created":"2024-03-26","cited_by_count":13,"area":null},{"id":"2207.03656","title":"Video Dialog as Conversation about Objects Living in Space-Time","created":"2022-07-08","cited_by_count":11,"area":null},{"id":"2111.02574","title":"Contextual Semantic Parsing for Multilingual Task-Oriented Dialogues","created":"2021-11-04","cited_by_count":10,"area":null},{"id":"2204.02123","title":"Improved and Efficient Conversational Slot Labeling through Question Answering","created":"2022-04-05","cited_by_count":10,"area":null},{"id":"2205.02068","title":"Compositional Task-Oriented Parsing as Abstractive Question Answering","created":"2022-05-04","cited_by_count":10,"area":null},{"id":"2405.09335","title":"Prompting-based Synthetic Data Generation for Few-Shot Question Answering","created":"2024-05-15","cited_by_count":9,"area":"synth"},{"id":"2105.14445","title":"Modeling Text-visual Mutual Dependency for Multi-modal Dialog Generation","created":"2021-05-30","cited_by_count":8,"area":null},{"id":"2201.05780","title":"A Dual Prompt Learning Framework for Few-Shot Dialogue State Tracking","created":"2022-01-15","cited_by_count":8,"area":null},{"id":"2301.10915","title":"Parameter-Efficient Low-Resource Dialogue State Tracking by Prompt Tuning","created":"2023-01-26","cited_by_count":8,"area":null},{"id":"2206.07898","title":"Multimodal Dialogue State Tracking","created":"2022-06-16","cited_by_count":6,"area":null},{"id":"2107.12578","title":"Dual Slot Selector via Local Reliability Verification for Dialogue State Tracking","created":"2021-07-27","cited_by_count":5,"area":null},{"id":"2202.07156","title":"On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools","created":"2022-02-15","cited_by_count":5,"area":null},{"id":"2106.01972","title":"SOCCER: An Information-Sparse Discourse State Tracking Collection in the Sports Commentary Domain","created":"2021-06-03","cited_by_count":4,"area":null},{"id":"2203.03123","title":"Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking","created":"2022-03-07","cited_by_count":4,"area":null},{"id":"2205.12643","title":"Asking the Right Questions in Low Resource Template Extraction","created":"2022-05-25","cited_by_count":4,"area":null},{"id":"2305.13721","title":"Continual Dialogue State Tracking via Example-Guided Question Answering","created":"2023-05-23","cited_by_count":4,"area":null},{"id":"2305.17020","title":"Diable: Efficient Dialogue State Tracking as Operations on Tables","created":"2023-05-26","cited_by_count":4,"area":null},{"id":"2102.04506","title":"A Hybrid Task-Oriented Dialog System with Domain and Task Adaptive Pretraining","created":"2021-02-08","cited_by_count":3,"area":null},{"id":"2110.11514","title":"SYNERGY: Building Task Bots at Scale Using Symbolic Knowledge and Machine Teaching","created":"2021-10-21","cited_by_count":3,"area":null},{"id":"2311.09502","title":"SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU","created":"2023-11-16","cited_by_count":3,"area":null},{"id":"2406.14457","title":"Rewarding What Matters: Step-by-Step Reinforcement Learning for Task-Oriented Dialogue","created":"2024-06-20","cited_by_count":3,"area":"alignment"},{"id":"2107.05866","title":"A Dialogue-based Information Extraction System for Medical Insurance Assessment","created":"2021-07-13","cited_by_count":2,"area":null},{"id":"2203.03431","title":"What Did You Say? Task-Oriented Dialog Datasets Are Not Conversational!?","created":"2022-03-07","cited_by_count":2,"area":null},{"id":"2204.05895","title":"XQA-DST: Multi-Domain and Multi-Lingual Dialogue State Tracking","created":"2022-04-12","cited_by_count":2,"area":null},{"id":"2409.15861","title":"A Zero-Shot Open-Vocabulary Pipeline for Dialogue Understanding","created":"2024-09-24","cited_by_count":2,"area":null},{"id":"2109.00702","title":"ShopTalk: A System for Conversational Faceted Search","created":"2021-09-02","cited_by_count":1,"area":null},{"id":"2208.02462","title":"Act-Aware Slot-Value Predicting in Multi-Domain Dialogue State Tracking","created":"2022-08-04","cited_by_count":1,"area":null},{"id":"2211.03940","title":"Tell Your Story: Task-Oriented Dialogs for Interactive Content Creation","created":"2022-11-08","cited_by_count":1,"area":null},{"id":"2302.08220","title":"Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking","created":"2023-02-16","cited_by_count":1,"area":null},{"id":"2303.08470","title":"Who's in Charge? Roles and Responsibilities of Decision-Making Components in Conversational Robots","created":"2023-03-15","cited_by_count":1,"area":null},{"id":"2309.13448","title":"Grounding Description-Driven Dialogue State Trackers with Knowledge-Seeking Turns","created":"2023-09-23","cited_by_count":1,"area":null},{"id":"2404.08559","title":"MoPE: Mixture of Prefix Experts for Zero-Shot Dialogue State Tracking","created":"2024-04-12","cited_by_count":1,"area":null},{"id":"2404.08888","title":"Towards Enhancing Health Coaching Dialogue in Low-Resource Settings","created":"2024-04-13","cited_by_count":1,"area":null},{"id":"2106.14433","title":"Efficient Dialogue State Tracking by Masked Hierarchical Transformer","created":"2021-06-28","cited_by_count":0,"area":null},{"id":"2107.11778","title":"Learn to Focus: Hierarchical Dynamic Copy Network for Dialogue State Tracking","created":"2021-07-25","cited_by_count":0,"area":null},{"id":"2108.11275","title":"Ontology-Enhanced Slot Filling","created":"2021-08-25","cited_by_count":0,"area":null},{"id":"2109.14144","title":"Improving Dialogue State Tracking by Joint Slot Modeling","created":"2021-09-29","cited_by_count":0,"area":null},{"id":"2208.07597","title":"Manual-Guided Dialogue for Flexible Conversational Agents","created":"2022-08-16","cited_by_count":0,"area":null},{"id":"2301.07341","title":"KILDST: Effective Knowledge-Integrated Learning for Dialogue State Tracking using Gazetteer and Speaker Information","created":"2023-01-18","cited_by_count":0,"area":null},{"id":"2307.06721","title":"Why Guided Dialog Policy Learning performs well? Understanding the role of adversarial learning and its alternative","created":"2023-07-13","cited_by_count":0,"area":null},{"id":"2410.22767","title":"Beyond Ontology in Dialogue State Tracking for Goal-Oriented Chatbot","created":"2024-10-30","cited_by_count":0,"area":null},{"id":"2501.10316","title":"Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling","created":"2025-01-17","cited_by_count":0,"area":null},{"id":"2603.10367","title":"Dynamic Knowledge Fusion for Multi-Domain Dialogue State Tracking","created":"2026-03-11","cited_by_count":0,"area":null},{"id":"2607.16021","title":"Candidate Attended Dialogue State Tracking Using BERT","created":"2026-07-17","cited_by_count":0,"area":null}],"next_cursor":null}