加粗的论文是有关于任务型对话系统的,部分统计,还有不全的地方
主会
Long paper
- Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection
- Achieving Reliable Human Assessment of Open-Domain Dialogue Systems
- An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation 一种面向任务的对话生成的可解释神经符号推理框架
- Beyond Goldfish Memory: Long-Term Open-Domain Conversation 长期开放式对话
- Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking 超出粒度:对话状态跟踪的多视角对话协同选择【暂时未公开,找不到论文pdf】
- CASPI Causal-aware Safe Policy Improvement for Task-oriented Dialogue 因果感知安全政策改进任务导向的对话
- ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments 【暂时未公开,找不到论文pdf】
- CICERO: A Dataset for Contextualized Commonsense Inference in
Dialogues【暂时未公开,找不到论文pdf】 - Continual Prompt Tuning for Dialog State Tracking
- DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation 【开放域相关性、多样性的回复生成】
- Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking【暂时未公开,找不到论文pdf】
- GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems 【大规模多模态TOD数据集】
- Internet-Augmented Dialogue Generation 【对话生成】
- KNN-Contrastive Learning for Out-of-Domain Intent Classification【意图识别】
- Knowledge Enhanced Reflection Generation for Counseling Dialogues
- Lexical Knowledge Internalization for Neural Dialog Generation【对话生成】
- Multi-Party Empathetic Dialogue Generation: A New Task for Dialog
Systems 【提出了对话系统中的一个新任务】 - Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System 【PPTOD,由T5模型初始化的新的预训练语言模型】
- Multimodal Dialogue Response Generation 【多模态对话回答生成:给定对话上下文,由模型生成文本或者图片作为回答】
- Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue 【任务型对话系统中针对延迟减少的在线语义解析】【暂时未公开,找不到论文pdf】
- PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks 【NLU中使用prompt来做数据增强】
- SafetyKit: First Aid for Measuring Safety in Open-domain Conversational Systems 【开放域对话系统的研究】【暂时未公开,找不到论文pdf】
- SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues 【从闲聊机器人过渡到任务型对话系统】【暂时未公开,找不到论文pdf】
- Should a Chatbot be Sarcastic? Understanding User Preferences Towards Sarcasm Generation 【闲聊机器人】
- Structural Characterization for Dialogue Disentanglement 【考虑对话结构的特征】
- The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications 【任务型对话应用在医疗领域】【暂时未公开,找不到论文pdf】
- UniTranSeR: A Unified Transformer Semantic Representation Framework for Multimodal Task-Oriented Dialog System 【多模态任务型对话系统】【暂时未公开,找不到论文pdf】
- What does the sea say to the shore? A BERT based DST style approach for speaker to dialogue attribution in novels【暂时未公开,找不到论文pdf】
Short Papers
- Can Visual Dialogue Models Do Scorekeeping? Exploring How Dialogue Representations Incrementally Encode Shared Knowledge 【对话表示】【暂时未公开,找不到论文pdf】
- Investigating person-specific errors in chat-oriented dialogue systems 【聊天型对话系统】【暂时未公开,找不到论文pdf】
- Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension 【对话理解】
- Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking 【DST中的多轮对话和评价指标之间的不匹配】
- Probing the Robustness of Trained Metrics for Conversational Dialogue System 【对话系统中训练度量的稳健性探讨】
- Towards Fair Evaluation of Dialogue State Tracking by Flexible Incorporation of Turn-level Performances 【通过灵活合并实现DST的公平评估】
- UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue 【目标性对话系统】【暂时未公开,找不到论文pdf】
Findings
- A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation 【语义解析应用在DST中】
- A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots 【口语语言理解中的子槽】
- ASSIST: Towards Label Noise-Robust Dialogue State Tracking 【使用带噪的数据集训练更加鲁棒性的DST模型】
- CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding 【任务型跨语言NLU】
- Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking 【把DST看做dialogue summary问题】
- DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog 【任务型对话系统中的多领域问题】
- HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data【表格文本混合对话数据集】
- Inverse is Better! Fast and Accurate Prompt for Few-shot Slot Tagging 【倒过来更好!快速、准确地提示极少的槽标签】
- KSAM: Infusing Multi-Source Knowledge into Dialogue Generation via Knowledge Source Aware Multi-Head Decoding 【通过知识源意识的多头解码将多源知识注入对话生成中】
10.Long Time No See! Open-Domain Conversation with Long-Term Persona Memory 【开放域对话】 - Multi-Stage Prompting for Knowledgeable Dialogue Generation【对话生成】
- N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking【DST数据增强】
- On Controlling Fallback Responses for Grounded Dialogue Generation 【对话生成】
- One Agent To Rule Them All: Towards Multi-agent Conversational AI 【一个Agent统领一切:走向多Agent对话式人工智能】
- Towards Large-Scale Interpretable Knowledge Graph Reasoning for Dialogue Systems 【对话系统的大规模可解释知识图形推理】
- Hierarchical Inductive Transfer for Continual Dialogue Learning【针对闲聊型对话系统】
- Mitigating Contradictions in Dialogue Based on Contrastive Learning【基于对比学习减轻对话中的矛盾】【暂时未公开,找不到论文pdf】
- Selecting Stickers in Open-Domain Dialogue through Multitask Learning 【开放领域对话】【暂时未公开,找不到论文pdf】
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【ACL2022】有关dialogue论文的汇总
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