{"total":86,"rows":[{"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":"2111.14592","title":"GALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-Supervised Learning and Explicit Policy Injection","created":"2021-11-29","cited_by_count":102,"area":null},{"id":"2109.07506","title":"Dialogue State Tracking with a Language Model using Schema-Driven Prompting","created":"2021-09-15","cited_by_count":94,"area":null},{"id":"2110.05006","title":"Pre-trained Language Models in Biomedical Domain: A Systematic Survey","created":"2021-10-11","cited_by_count":87,"area":null},{"id":"2109.02492","title":"DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization","created":"2021-09-06","cited_by_count":72,"area":null},{"id":"2305.07961","title":"Leveraging Large Language Models in Conversational Recommender Systems","created":"2023-05-13","cited_by_count":63,"area":null},{"id":"2303.11607","title":"Transformers in Speech Processing: A Survey","created":"2023-03-21","cited_by_count":39,"area":null},{"id":"2104.08524","title":"Multilingual and Cross-Lingual Intent Detection from Spoken Data","created":"2021-04-17","cited_by_count":35,"area":null},{"id":"2209.06664","title":"SPACE-3: Unified Dialog Model Pre-training for Task-Oriented Dialog Understanding and Generation","created":"2022-09-14","cited_by_count":34,"area":null},{"id":"2205.10400","title":"Multi2WOZ: A Robust Multilingual Dataset and Conversational Pretraining for Task-Oriented Dialog","created":"2022-05-20","cited_by_count":30,"area":null},{"id":"2103.11920","title":"Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval","created":"2021-03-22","cited_by_count":28,"area":null},{"id":"2205.12914","title":"New Intent Discovery with Pre-training and Contrastive Learning","created":"2022-05-25","cited_by_count":28,"area":null},{"id":"2209.06638","title":"SPACE-2: Tree-Structured Semi-Supervised Contrastive Pre-training for Task-Oriented Dialog Understanding","created":"2022-09-14","cited_by_count":28,"area":null},{"id":"2109.05782","title":"Effectiveness of Pre-training for Few-shot Intent Classification","created":"2021-09-13","cited_by_count":27,"area":null},{"id":"2109.10126","title":"ConvFiT: Conversational Fine-Tuning of Pretrained Language Models","created":"2021-09-21","cited_by_count":25,"area":null},{"id":"2101.04356","title":"On the Calibration and Uncertainty of Neural Learning to Rank Models","created":"2021-01-12","cited_by_count":24,"area":null},{"id":"2302.05096","title":"Selective In-Context Data Augmentation for Intent Detection using Pointwise V-Information","created":"2023-02-10","cited_by_count":24,"area":null},{"id":"2110.08395","title":"DS-TOD: Efficient Domain Specialization for Task Oriented Dialog","created":"2021-10-15","cited_by_count":21,"area":null},{"id":"2105.10956","title":"Structural Pre-training for Dialogue Comprehension","created":"2021-05-23","cited_by_count":20,"area":null},{"id":"2109.12599","title":"DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings","created":"2021-09-26","cited_by_count":19,"area":null},{"id":"2205.07208","title":"Fine-tuning Pre-trained Language Models for Few-shot Intent Detection: Supervised Pre-training and Isotropization","created":"2022-05-15","cited_by_count":19,"area":null},{"id":"2204.07128","title":"Label Semantic Aware Pre-training for Few-shot Text Classification","created":"2022-04-14","cited_by_count":18,"area":null},{"id":"2104.08570","title":"Crossing the Conversational Chasm: A Primer on Natural Language Processing for Multilingual Task-Oriented Dialogue Systems","created":"2021-04-17","cited_by_count":17,"area":null},{"id":"2109.12870","title":"MFAQ: a Multilingual FAQ Dataset","created":"2021-09-27","cited_by_count":17,"area":null},{"id":"2205.13568","title":"Learning Dialogue Representations from Consecutive Utterances","created":"2022-05-26","cited_by_count":17,"area":null},{"id":"2205.04006","title":"Data Augmentation with Paraphrase Generation and Entity Extraction for Multimodal Dialogue System","created":"2022-05-09","cited_by_count":16,"area":null},{"id":"2205.06907","title":"Multimodal Conversational AI: A Survey of Datasets and Approaches","created":"2022-05-13","cited_by_count":16,"area":null},{"id":"2101.00265","title":"VisualSparta: An Embarrassingly Simple Approach to Large-scale Text-to-Image Search with Weighted Bag-of-words","created":"2021-01-01","cited_by_count":14,"area":null},{"id":"2308.14634","title":"Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance","created":"2023-08-28","cited_by_count":12,"area":null},{"id":"2106.07055","title":"GenSF: Simultaneous Adaptation of Generative Pre-trained Models and Slot Filling","created":"2021-06-13","cited_by_count":11,"area":null},{"id":"2203.07665","title":"One Agent To Rule Them All: Towards Multi-agent Conversational AI","created":"2022-03-15","cited_by_count":11,"area":null},{"id":"2108.12465","title":"Code-switched inspired losses for generic spoken dialog representations","created":"2021-08-27","cited_by_count":10,"area":null},{"id":"2106.00420","title":"Dialogue-oriented Pre-training","created":"2021-06-01","cited_by_count":9,"area":null},{"id":"2211.11617","title":"CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation","created":"2022-11-21","cited_by_count":9,"area":null},{"id":"2204.13021","title":"NLU++: A Multi-Label, Slot-Rich, Generalisable Dataset for Natural Language Understanding in Task-Oriented Dialogue","created":"2022-04-27","cited_by_count":8,"area":null},{"id":"2209.03632","title":"AARGH! End-to-end Retrieval-Generation for Task-Oriented Dialog","created":"2022-09-08","cited_by_count":8,"area":null},{"id":"2110.05780","title":"We've had this conversation before: A Novel Approach to Measuring Dialog Similarity","created":"2021-10-12","cited_by_count":7,"area":null},{"id":"2205.00267","title":"Probing Cross-Lingual Lexical Knowledge from Multilingual Sentence Encoders","created":"2022-04-30","cited_by_count":7,"area":null},{"id":"2210.16953","title":"Improving Bilingual Lexicon Induction with Cross-Encoder Reranking","created":"2022-10-30","cited_by_count":7,"area":null},{"id":"2310.10285","title":"Multi-Stage Pre-training Enhanced by ChatGPT for Multi-Scenario Multi-Domain Dialogue Summarization","created":"2023-10-16","cited_by_count":7,"area":null},{"id":"2401.17228","title":"Morality is Non-Binary: Building a Pluralist Moral Sentence Embedding Space using Contrastive Learning","created":"2024-01-30","cited_by_count":7,"area":null},{"id":"2103.02691","title":"Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain","created":"2021-03-03","cited_by_count":6,"area":null},{"id":"2109.04602","title":"Augmenting BERT-style Models with Predictive Coding to Improve Discourse-level Representations","created":"2021-09-10","cited_by_count":5,"area":null},{"id":"2306.05278","title":"Revisit Few-shot Intent Classification with PLMs: Direct Fine-tuning vs. Continual Pre-training","created":"2023-06-08","cited_by_count":5,"area":null},{"id":"2112.05787","title":"Representation Learning for Conversational Data using Discourse Mutual Information Maximization","created":"2021-12-04","cited_by_count":4,"area":null},{"id":"2212.00301","title":"Learning to Select from Multiple Options","created":"2022-12-01","cited_by_count":4,"area":null},{"id":"2312.16864","title":"OmniDialog: An Omnipotent Pre-training Model for Task-Oriented Dialogue System","created":"2023-12-28","cited_by_count":4,"area":null},{"id":"2404.00557","title":"DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations","created":"2024-03-31","cited_by_count":4,"area":null},{"id":"2404.14415","title":"Domain Adaptation in Intent Classification Systems: A Review","created":"2024-03-26","cited_by_count":4,"area":null},{"id":"2407.21693","title":"TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities","created":"2024-07-31","cited_by_count":4,"area":null},{"id":"2110.00159","title":"Building an Efficient and Effective Retrieval-based Dialogue System via Mutual Learning","created":"2021-10-01","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":"2209.09146","title":"Semantic-based Pre-training for Dialogue Understanding","created":"2022-09-19","cited_by_count":3,"area":null},{"id":"2310.18619","title":"Dense Retrieval as Indirect Supervision for Large-space Decision Making","created":"2023-10-28","cited_by_count":3,"area":null},{"id":"2410.22476","title":"A Pointer Network-based Approach for Joint Extraction and Detection of Multi-Label Multi-Class Intents","created":"2024-10-29","cited_by_count":3,"area":null},{"id":"2106.02232","title":"Language Scaling for Universal Suggested Replies Model","created":"2021-06-04","cited_by_count":2,"area":null},{"id":"2205.13754","title":"NLU for Game-based Learning in Real: Initial Evaluations","created":"2022-05-27","cited_by_count":2,"area":null},{"id":"2208.14652","title":"Unified Knowledge Prompt Pre-training for Customer Service Dialogues","created":"2022-08-31","cited_by_count":2,"area":null},{"id":"2211.03511","title":"End-to-End Evaluation of a Spoken Dialogue System for Learning Basic Mathematics","created":"2022-11-07","cited_by_count":2,"area":null},{"id":"2305.05474","title":"Going beyond research datasets: Novel intent discovery in the industry setting","created":"2023-05-09","cited_by_count":2,"area":null},{"id":"2305.12510","title":"A Deeper (Autoregressive) Approach to Non-Convergent Discourse Parsing","created":"2023-05-21","cited_by_count":2,"area":null},{"id":"2305.16648","title":"Dramatic Conversation Disentanglement","created":"2023-05-26","cited_by_count":2,"area":null},{"id":"2406.07291","title":"Joint Learning of Context and Feedback Embeddings in Spoken Dialogue","created":"2024-06-11","cited_by_count":2,"area":null},{"id":"2108.00719","title":"ConveRT for FAQ Answering","created":"2021-08-02","cited_by_count":1,"area":null},{"id":"2111.14119","title":"Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems","created":"2021-11-28","cited_by_count":1,"area":null},{"id":"2205.10558","title":"CORAL: Contextual Response Retrievability Loss Function for Training Dialog Generation Models","created":"2022-05-21","cited_by_count":1,"area":null},{"id":"2210.02526","title":"\"No, they did not\": Dialogue response dynamics in pre-trained language models","created":"2022-10-05","cited_by_count":1,"area":null},{"id":"2211.07591","title":"Imagination is All You Need! Curved Contrastive Learning for Abstract Sequence Modeling Utilized on Long Short-Term Dialogue Planning","created":"2022-11-14","cited_by_count":1,"area":null},{"id":"2306.10315","title":"FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue","created":"2023-06-17","cited_by_count":1,"area":null},{"id":"2310.00597","title":"A Task-oriented Dialog Model with Task-progressive and Policy-aware Pre-training","created":"2023-10-01","cited_by_count":1,"area":null},{"id":"2402.12332","title":"Triple-Encoders: Representations That Fire Together, Wire Together","created":"2024-02-19","cited_by_count":1,"area":null},{"id":"2405.16482","title":"DarijaBanking: A New Resource for Overcoming Language Barriers in Banking Intent Detection for Moroccan Arabic Speakers","created":"2024-05-26","cited_by_count":1,"area":null},{"id":"2507.05940","title":"Chat-Ghosting: A Comparative Study of Methods for Auto-Completion in Dialog Systems","created":"2025-07-08","cited_by_count":1,"area":null},{"id":"2509.05635","title":"Few-Shot Query Intent Detection via Relation-Aware Prompt Learning","created":"2025-09-06","cited_by_count":1,"area":null},{"id":"2101.05004","title":"Is the User Enjoying the Conversation? A Case Study on the Impact on the Reward Function","created":"2021-01-13","cited_by_count":0,"area":null},{"id":"2110.14843","title":"A Sequence to Sequence Model for Extracting Multiple Product Name Entities from Dialog","created":"2021-10-28","cited_by_count":0,"area":null},{"id":"2111.13999","title":"Exploring Low-Cost Transformer Model Compression for Large-Scale Commercial Reply Suggestions","created":"2021-11-27","cited_by_count":0,"area":null},{"id":"2203.07742","title":"ViWOZ: A Multi-Domain Task-Oriented Dialogue Systems Dataset For Low-resource Language","created":"2022-03-15","cited_by_count":0,"area":null},{"id":"2204.10558","title":"Sparse and Dense Approaches for the Full-rank Retrieval of Responses for Dialogues","created":"2022-04-22","cited_by_count":0,"area":null},{"id":"2210.06496","title":"SUMBot: Summarizing Context in Open-Domain Dialogue Systems","created":"2022-10-12","cited_by_count":0,"area":null},{"id":"2211.03648","title":"Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems","created":"2022-11-07","cited_by_count":0,"area":null},{"id":"2301.03837","title":"Understanding the Complexity and Its Impact on Testing in ML-Enabled Systems","created":"2023-01-10","cited_by_count":0,"area":null},{"id":"2306.00482","title":"Inspecting Spoken Language Understanding from Kids for Basic Math Learning at Home","created":"2023-06-01","cited_by_count":0,"area":null},{"id":"2401.09343","title":"Efficient slot labelling","created":"2024-01-17","cited_by_count":0,"area":null},{"id":"2501.02739","title":"TARDiS : Text Augmentation for Refining Diversity and Separability","created":"2025-01-06","cited_by_count":0,"area":null},{"id":"2603.09691","title":"ESAinsTOD: A Unified End-to-End Schema-Aware Instruction-Tuning Framework for Task-Oriented Dialog Modeling","created":"2026-03-10","cited_by_count":0,"area":null}],"next_cursor":null}