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DateTopicPapersPresenter1Presenter 2Slides Link
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1/12/2021Introduction1: Social chatbot VS Task-oriented chatbotZhou Yu
https://drive.google.com/file/d/1eMvnhqdC-gRLm56d2dFGXceFxkQIvsiq/view?usp=sharing
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2: Task-oriented chatbot pipeline
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Individual presentation: 35 min including QA
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1/19/2021Dialog datasets
1: MultiWOZ -- A Large-Scale Multi-Domain Wizard-of-Oz Dataset for Task-Oriented Dialogue Modelling
Run Chen
https://drive.google.com/file/d/1PWgSwl0bMCQFi-p_EZ-G7mdCWFWKoYxs/view?usp=sharing
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2: Personalizing Dialogue Agents: I have a dog, do you have pets too?
Lin Ai
https://drive.google.com/file/d/1o9LP2WzlA6sC1UMb_kuGhTf-En9r0OTe/view?usp=sharing
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3: Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good
Ziyi Liu
https://drive.google.com/file/d/1-WyjYLlZBcamFN3u8qxnK4yD3zTT4yy0/view?usp=sharing
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Additional reading:
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https://breakend.github.io/DialogDatasets/
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https://github.com/AtmaHou/Task-Oriented-Dialogue-Research-Progress-Survey
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A Survey of Available Corpora for Building Data-Driven Dialogue Systems
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Multiwoz 2.1
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Multiwoz 2.2
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1/26/2021Task-oriented dialog systems
1:DialoGLUE: A Natural Language Understanding Benchmark for Task-Oriented Dialogue
Tuhin Chakrabarty
https://docs.google.com/presentation/d/1j5o69Q7vrSsC3-udsKCa_WDC1hgzvT2Vz0Jctv12LdE/edit?usp=sharing
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2: Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same ContextKun Qian
https://drive.google.com/file/d/1U6jZWbwYAC4VILneIshlSJaoHnd588Jb/view?usp=sharing
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3: A Simple Language Model for Task-Oriented DialogueChuhui Chen
https://drive.google.com/file/d/1nAwFe3QuONnUu5eyAMgYNpLMjiZ88Jpf/view?usp=sharing
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2/2/2021Dialog systems under low resourse setting 1: Domain Adaptive Dialog Generation via Meta LearningSharon JinSharon Jin
https://drive.google.com/file/d/1kuwA-eMvPWoPMe4YMFDf4_VgzpRxXFmr/view?usp=sharing
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2: Structured Attention for Unsupervised Dialogue Structure InductionJoseph DeRose
https://drive.google.com/file/d/19VetWTLbZBjXyu2tG_tvYAnYY97sX0Vs/view?usp=sharing
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3: A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning
Bennington Li
https://drive.google.com/file/d/1LCu90Rw5u_jcVXqo-9sC_CgJLHlLwhT4/view?usp=sharing
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2/9/2020Social chatbot1: Recipes for building an open-domain chatbotQingyang Wu
Roberto Valdez
https://drive.google.com/file/d/1TOhAs-ihY8QqWgOvS5hD0eCKJMCm-Uqt/view?usp=sharing
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2: Gunrock 2.0: A User Adaptive Social Conversational SystemTanmay ChopraChelsea Cui
https://drive.google.com/file/d/1oZ3BN5E3h4lzHiKI4meMh8T5VqBPUjIE/view?usp=sharing
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3: The Design and Implementation of XiaoIce, an Empathetic Social ChatbotAlex ToberoffWilliam Chiu
https://drive.google.com/file/d/15eGhv7WJ8NruStVXJNtdnXDECWc4PrwZ/view?usp=sharing
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2/16/2021Knowledge enriched dialog systems
1: OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs
Geraldi Dzakwan
https://drive.google.com/file/d/1NodqxwNxWkyp2dqhwl7Rn929Z8RflMME/view?usp=sharing
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2: A Knowledge-Grounded Neural Conversation Model
Luis Lopez
https://drive.google.com/file/d/1xTgllK7ZYakaYZ2D3Y95TzvsZjKnUGXC/view?usp=sharing
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3. Wizard of Wikipedia: Knowledge-Powered Conversational agents
Shoya Yoshida
https://drive.google.com/file/d/1cf154RbDbEeyoIt53gr4icecHbBcXjfM/view?usp=sharing
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2/23/2021Persuasive Dialogue System1: Augmenting Non-Collaborative Dialog Systems with Explicit Semantic and Strategic Dialog HistoryDaniel Garces
https://drive.google.com/file/d/1pgxo6XVRQjpNfDIquRIs5A9yQoGNI3-2/view?usp=sharing
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2: End-to-End Trainable Non-Collaborative Dialog SystemBowen Yang
https://docs.google.com/presentation/d/1yu972R70WFljcp3i0z0JJ8-pnj-dbOeJ546BisKZ_kA/edit#slide=id.gbdf6726ed0_0_220
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3. Effects of Persuasive Dialogues: Testing Bot Identities and Inquiry StrategiesKai-Hui Liang
https://drive.google.com/file/d/1k6_0UwGQrh57kBrb7XoQDiriYuGgOBXf/view?usp=sharing
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3/2/2021spring break
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3/9/2021Recomendation Dialog Systems1: INSPIRED: Toward Sociable Recommendation Dialog SystemsAryn Davis
Roxanne Farhad
Aryn's: https://docs.google.com/presentation/d/17iToOZZppW18RwPB5qyvwetGBKiaF3PKqC1JoRs1FLI/edit?usp=sharing
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2. Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue
Keshaw Singh
https://drive.google.com/file/d/1_wUHF82Dm819GIUuHAgrkEYNntN-xot-/view?usp=sharing
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3. Towards Knowledge-Based Recommender Dialog System
Lei Zuo
https://drive.google.com/file/d/1X000h5LtfgsVv_KeOBCsInC82i6nnLvg/view?usp=sharing
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3/16/2021Dialog Evaluation
1. Unsupervised Evaluation of Interactive Dialog with DialoGPT
Soorin Lee
https://drive.google.com/file/d/1Y7tR6x_p9NUp60sLdzeYG24YxWQD6u0_/view?usp=sharing
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2. Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog EvaluationFeifan Yan
https://drive.google.com/file/d/1hpuUCyz81bqtg1-De9C1ostgiJA519Vj/view?usp=sharing
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3. Is Your Goal-Oriented Dialog Model Performing Really Well? Empirical Analysis of System-wise EvaluationShengyue Guo
https://drive.google.com/file/d/1s5GuGyJtnoedcadYoSREgQ8FYYUnlXIh/view?usp=sharing
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Additional Reading
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How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation
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3/23/2021Reinforcement learning in dialog systems
1: How to Build User Simulators to Train RL-based Dialog Systems
Zhen Lei
https://drive.google.com/file/d/1kqw3UhGIxnHvqjV-XnFRn_I075ZlpAp0/view?usp=sharing
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2: Building Task-Oriented Visual Dialog Systems Through Alternative Optimization Between Dialog Policy and Language Generation
Isaac Suh
https://drive.google.com/file/d/1sq2yxeZVyDWynDx31n-74ipJ8b5-W87H/view?usp=sharing
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3: Budgeted Policy Learning for Task-Oriented Dialogue SystemsEli Whitehouse
https://drive.google.com/file/d/1vvQsxXwqaOMhTCkArlvDVIBGP1FEcmhU/view?usp=sharing
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3/30/2021Multimodal dialog systems & Ethics in dialogs1. Ethical Challenges in Data-Driven Dialogue SystemsMihika Nadig
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2: Situated and Interactive Multimodal ConversationsYunkai TangJoyce Guo
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3. Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue SystemsCong Han
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4/6/2021
Guest lecture: Alborz Geramifard from Facebook
Alborz Geramifard
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4/13/2021No class
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