【ACL2022】有关dialogue论文的汇总

【ACL2022】有关dialogue论文的汇总

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

1. Achieving Conversational Goals with Unsupervised Post-hoc Knowledge Injection
2. Achieving Reliable Human Assessment of Open-Domain Dialogue Systems
3. 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
4. Beyond Goldfish Memory: Long-Term Open-Domain Conversation 长期开放式对话
5. 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】
6. 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
7. ChatMatch: Evaluating Chatbots by Autonomous Chat Tournaments 【暂时未公开，找不到论文pdf】
8. CICERO: A Dataset for Contextualized Commonsense Inference in
   Dialogues【暂时未公开，找不到论文pdf】
9. Continual Prompt Tuning for Dialog State Tracking
10. 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】
11. Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking【暂时未公开，找不到论文pdf】
12. GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems 【大规模多模态TOD数据集】
13. Internet-Augmented Dialogue Generation 【对话生成】
14. KNN-Contrastive Learning for Out-of-Domain Intent Classification【意图识别】
15. Knowledge Enhanced Reflection Generation for Counseling Dialogues
16. Lexical Knowledge Internalization for Neural Dialog Generation【对话生成】
17. 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】
18. 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】
19. 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】
20. 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】
21. PromDA: Prompt-based Data Augmentation for Low-Resource NLU Tasks 【NLU中使用prompt来做数据增强】
22. 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】
23. 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】
24. Should a Chatbot be Sarcastic? Understanding User Preferences Towards Sarcasm Generation 【闲聊机器人】
25. Structural Characterization for Dialogue Disentanglement 【考虑对话结构的特征】
26. 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】
27. 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】
28. 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

1. 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】
2. 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】
3. Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension 【对话理解】
4. 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】
5. 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】
6. 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】
7. 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

1. A Few-Shot Semantic Parser for Wizard-of-Oz Dialogues with the Precise ThingTalk Representation 【语义解析应用在DST中】
2. A Slot Is Not Built in One Utterance: Spoken Language Dialogs with Sub-Slots 【口语语言理解中的子槽】
3. 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】
4. CrossAligner & Co: Zero-Shot Transfer Methods for Task-Oriented Cross-lingual Natural Language Understanding 【任务型跨语言NLU】
5. Dialogue Summaries as Dialogue States (DS2), Template-Guided Summarization for Few-shot Dialogue State Tracking 【把DST看做dialogue summary问题】
6. DS-TOD: Efficient Domain Specialization for Task-Oriented Dialog 【任务型对话系统中的多领域问题】
7. HybriDialogue: An Information-Seeking Dialogue Dataset Grounded on Tabular and Textual Data【表格文本混合对话数据集】
8. 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】
9. 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】
10. Multi-Stage Prompting for Knowledgeable Dialogue Generation【对话生成】
11. N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking【DST数据增强】
12. On Controlling Fallback Responses for Grounded Dialogue Generation 【对话生成】
13. 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】
14. 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】
15. Hierarchical Inductive Transfer for Continual Dialogue Learning【针对闲聊型对话系统】
16. 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】
17. 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】