一些关于dialog方向的论文收集

本文主要记录一下近4年(2019年起)各顶会顶刊有关dialog的paper名字，以便后续video dialog工作的调研和展开
(本文档未经过任何筛选，仅通过关键词搜索得到paper名字)
推荐二级检索关键词：history 、 genera、 visual、 Supervis、 video等

ECCV

2022 ECCV

New Datasets and Models for Contextual Reasoning in Visual Dialog
Video Dialog as Conversation About Objects Living in Space-Time

2020 ECCV

Efficient Attention Mechanism for Visual Dialog that Can Handle All the Interactions Between Multiple Inputs
Describing Unseen Videos via Multi-modal Cooperative Dialog Agents
Large-Scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline
Guessing State Tracking for Visual Dialogue

ICCV

2021 ICCV

Self-Motivated Communication Agent for Real-World Vision-Dialog Navigation
Unified Questioner Transformer for Descriptive Question Generation in Goal-Oriented Visual Dialogue
On the hidden treasure of dialog in video question answering
Talk-to-Edit: Fine-Grained Facial Editing via Dialog

2019 ICCV

Making History Matter: History-Advantage Sequence Training for Visual Dialog

CVPR

2023 CVPR

The Dialog Must Go On: Improving Visual Dialog via Generative Self-Training

2022 CVPR

UTC: A Unified Transformer with Inter-Task Contrastive Learning for Visual Dialog

2021 CVPR

Learning Better Visual Dialog Agents With Pretrained Visual-Linguistic Representation

2020 CVPR

Iterative Context-Aware Graph Inference for Visual Dialog
Vision-Dialog Navigation by Exploring Cross-Modal Memory
Two Causal Principles for Improving Visual Dialog

2019 CVPR

Reasoning Visual Dialogs With Structural and Partial Observations
Recursive Visual Attention in Visual Dialog
Audio Visual Scene-Aware Dialog
Image-Question-Answer Synergistic Network for Visual Dialog
A Simple Baseline for Audio-Visual Scene-Aware Dialog

AAAI

2023 AAAI

Learning to Memorize Entailment and Discourse Relations for Persona-Consistent Dialogues
Learning towards Selective Data Augmentation for Dialogue Generation
Learning to Imagine: Distillation-Based Interactive Context Exploitation for Dialogue State Tracking
Personalized Dialogue Generation with Persona-Adaptive Attention
Explaining (Sarcastic) Utterances to Enhance Affect Understanding in Multimodal Dialogues
Mitigating Negative Style Transfer in Hybrid Dialogue System
Heterogeneous-Branch Collaborative Learning for Dialogue Generation
Learning to Know Myself: A Coarse-to-Fine Persona-Aware Training Framework for Personalized Dialogue Generation
A Disentangled-Attention Based Framework with Persona-Aware Prompt Learning for Dialogue Generation
Towards Credible Human Evaluation of Open-Domain Dialog Systems Using Interactive Setup
Towards Complex Scenarios: Building End-to-End Task-Oriented Dialogue System across Multiple Knowledge Bases
Towards Diverse, Relevant and Coherent Open-Domain Dialogue Generation via Hybrid Latent Variables
Taming Continuous Posteriors for Latent Variational Dialogue Policies
Dialogue Rewriting via Skeleton-Guided Generation
Dialogue State Distillation Network with Inter-slot Contrastive Learning for Dialogue State Tracking
Balanced Meta Learning and Diverse Sampling for Lifelong Task-Oriented Dialogue Systems
On the Calibration and Uncertainty with Pólya-Gamma Augmentation for Dialog Retrieval Models
Multi-Action Dialog Policy Learning from Logged User Feedback
KPT: Keyword-Guided Pre-training for Grounded Dialog Generation
Help Me Heal: A Reinforced Polite and Empathetic Mental Health and Legal Counseling Dialogue System for Crime Victims
Improving Dialogue Intent Classification with a Knowledge-Enhanced Multifactor Graph Model (Student Abstract)
Class Incremental Learning for Task-Oriented Dialogue System with Contrastive Distillation on Internal Representations (Student Abstract)

2022 AAAI

ALAXY: A Generative Pre-trained Model for Task-Oriented Dialog with Semi-supervised Learning and Explicit Policy Injection
Dual Task Framework for Improving Persona-Grounded Dialogue Dataset
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems
Knowledge Bridging for Empathetic Dialogue Generation
Contrast and Generation Make BART a Good Dialogue Emotion Recognizer
A Semi-supervised Learning Approach with Two Teachers to Improve Breakdown Identification in Dialogues
Semantic Parsing in Task-Oriented Dialog with Recursive Insertion-Based Encoder
CINS: Comprehensive Instruction for Few-Shot Learning in Task-Oriented Dialog Systems
GraphMemDialog: Optimizing End-to-End Task-Oriented Dialog Systems Using Graph Memory Networks
ValueNet: A New Dataset for Human Value Driven Dialogue System
Fusing Task-Oriented and Open-Domain Dialogues in Conversational Agents
MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation
Efficient Dialog Policy Learning by Reasoning with Contextual Knowledge
DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization
Multi-Dimension Attention for Multi-Turn Dialog Generation (Student Abstract)
Building Goal-Oriented Dialogue Systems with Situated Visual Context

2021 AAAI

Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers
Structured Co-reference Graph Attention for Video-grounded Dialogue
Reasoning in Dialog: Improving Response Generation by Context Reading Comprehension
MultiTalk: A Highly-Branching Dialog Testbed for Diverse Conversations
Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation
DialogBERT: Discourse-Aware Response Generation via Learning to Recover and Rank Utterances
DDRel: A New Dataset for Interpersonal Relation Classification in Dyadic Dialogues
Interpretable NLG for Task-oriented Dialogue Systems with Heterogeneous Rendering Machines
Graph-Evolving Meta-Learning for Low-Resource Medical Dialogue Generation
Converse, Focus and Guess - Towards Multi-Document Driven Dialogue
Filling the Gap of Utterance-aware and Speaker-aware Representation for Multi-turn Dialogue
Dialog Policy Learning for Joint Clarification and Active Learning Queries
A Student-Teacher Architecture for Dialog Domain Adaptation Under the Meta-Learning Setting
Exploring Auxiliary Reasoning Tasks for Task-oriented Dialog Systems with Meta Cooperative Learning
Co-GAT: A Co-Interactive Graph Attention Network for Joint Dialog Act Recognition and Sentiment Classification
DialogXL: All-in-One XLNet for Multi-Party Conversation Emotion Recognition
Unsupervised Learning of Deterministic Dialogue Structure with Edge-Enhanced Graph Auto-Encoder
NaturalConv: A Chinese Dialogue Dataset Towards Multi-turn Topic-driven Conversation
Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues
Topic-Aware Multi-turn Dialogue Modeling
UBAR: Towards Fully End-to-End Task-Oriented Dialog System with GPT-2
Open Domain Dialogue Generation with Latent Images
Unsupervised Abstractive Dialogue Summarization for Tete-a-Tetes
Automatic Curriculum Learning With Over-repetition Penalty for Dialogue Policy Learning
Stylized Dialogue Response Generation Using Stylized Unpaired Texts
Topic-Oriented Spoken Dialogue Summarization for Customer Service with Saliency-Aware Topic Modeling
Lifelong and Continual Learning Dialogue Systems: Learning during Conversation
Empowering Conversational AI is a Trip to Mars: Progress and Future of Open Domain Human-Computer Dialogues
Knowledge-aware Dialogue Generation with Hybrid Attention (Student Abstract)
Bootstrapping Dialog Models from Human to Human Conversation Logs
Dialog Router: Automated Dialog Transition via Multi-Task Learning
Integrating Pre-trained Model into Rule-based Dialogue Management

2020 AAAI

Towards Hands-Free Visual Dialog Interactive Recommendation
Modeling Dialogues with Hashcode Representations: A Nonparametric Approach
Learning from Easy to Complex: Adaptive Multi-Curricula Learning for Neural Dialogue Generation
DMRM: A Dual-Channel Multi-Hop Reasoning Model for Visual Dialog
Schema-Guided Multi-Domain Dialogue State Tracking with Graph Attention Neural Networks
Guiding Attention in Sequence-to-Sequence Models for Dialogue Act Prediction
Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog
Predictive Engagement: An Efficient Metric for Automatic Evaluation of Open-Domain Dialogue Systems
MALA: Cross-Domain Dialogue Generation with Action Learning
Bayes-Adaptive Monte-Carlo Planning and Learning for Goal-Oriented Dialogues
Modality-Balanced Models for Visual Dialogue
MA-DST: Multi-Attention-Based Scalable Dialog State Tracking
ALOHA: Artificial Learning of Human Attributes for Dialogue Agents
End-to-End Trainable Non-Collaborative Dialog System
MOSS: End-to-End Dialog System Framework with Modular Supervision
Attention-Informed Mixed-Language Training for Zero-Shot Cross-Lingual Task-Oriented Dialogue Systems
MTSS: Learn from Multiple Domain Teachers and Become a Multi-Domain Dialogue Expert
DCR-Net: A Deep Co-Interactive Relation Network for Joint Dialog Act Recognition and Sentiment Classification
Entrainment2Vec: Embedding Entrainment for Multi-Party Dialogues
Towards Scalable Multi-Domain Conversational Agents: The Schema-Guided Dialogue Dataset
Hierarchical Reinforcement Learning for Open-Domain Dialog
Generating Persona Consistent Dialogues by Exploiting Natural Language Inference
History-Adaption Knowledge Incorporation Mechanism for Multi-Turn Dialogue System
Improving Knowledge-Aware Dialogue Generation via Knowledge Base Question Answering
Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning
Masking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning
Dialog State Tracking with Reinforced Data Augmentation
Filling Conversation Ellipsis for Better Social Dialog Understanding
Task-Oriented Dialog Systems That Consider Multiple Appropriate Responses under the Same Context
A Pre-Training Based Personalized Dialogue Generation Model with Persona-Sparse Data
DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue
Visual Dialogue State Tracking for Question Generation
Multi-Speaker Video Dialog with Frame-Level Temporal Localization
Back to the Future for Dialogue Research
Doc2Dial: A Framework for Dialogue Composition Grounded in Documents
Automatic Text-Based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings (Student Abstract)
Topic Enhanced Controllable CVAE for Dialogue Generation (Student Abstract)
Breakdown Detection in Negotiation Dialogues (Student Abstract)

2019 AAAI

Goal-Oriented Dialogue Policy Learning from Failures
Re-Evaluating ADEM: A Deeper Look at Scoring Dialogue Responses
Dialogue Generation: From Imitation Learning to Inverse Reinforcement Learning
Learning Personalized End-to-End Goal-Oriented Dialog
DialogueRNN: An Attentive RNN for Emotion Detection in Conversations
A Deep Sequential Model for Discourse Parsing on Multi-Party Dialogues
Switch-Based Active Deep Dyna-Q: Efficient Adaptive Planning for Task-Completion Dialogue Policy Learning
End-to-End Knowledge-Routed Relational Dialogue System for Automatic Diagnosis
MAi: An Intelligent Model Acquisition Interface for Interactive Specification of Dialogue Agents
Reinforcement Learning for Improved Low Resource Dialogue Generation

EMNLP

2023 EMNLP

2022 EMNLP

BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking
Curriculum Prompt Learning with Self-Training for Abstractive Dialogue Summarization
MetaASSIST: Robust Dialogue State Tracking with Meta Learning
Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues
There Is No Standard Answer: Knowledge-Grounded Dialogue Generation with Adversarial Activated Multi-Reference Learning
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat
Exploiting domain-slot related keywords description for Few-Shot Cross-Domain Dialogue State Tracking
Navigating Connected Memories with a Task-oriented Dialog System
Back to the Future: Bidirectional Information Decoupling Network for Multi-turn Dialogue Modeling
Improving Multi-turn Emotional Support Dialogue Generation with Lookahead Strategy Planning
Robots-Dont-Cry: Understanding Falsely Anthropomorphic Utterances in Dialog Systems
FineD-Eval: Fine-grained Automatic Dialogue-Level Evaluation
ProsocialDialog: A Prosocial Backbone for Conversational Agents
CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation
Information-Theoretic Text Hallucination Reduction for Video-grounded Dialogue
A Speaker-Aware Co-Attention Framework for Medical Dialogue Information Extraction
Analyzing and Evaluating Faithfulness in Dialogue Summarization
STRUDEL: Structured Dialogue Summarization for Dialogue Comprehension
BotsTalk: Machine-sourced Framework for Automatic Curation of Large-scale Multi-skill Dialogue Datasets
Q-TOD: A Query-driven Task-oriented Dialogue System
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings
Extending Phrase Grounding with Pronouns in Visual Dialogues
ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization
Human-Machine Collaboration Approaches to Build a Dialogue Dataset for Hate Speech Countering
Don't Copy the Teacher: Data and Model Challenges in Embodied Dialogue
Dungeons and Dragons as a Dialog Challenge for Artificial Intelligence
Towards Efficient Dialogue Pre-training with Transferable and Interpretable Latent Structure
Reflect, Not Reflex: Inference-Based Common Ground Improves Dialogue Response Quality
FlowEval: A Consensus-Based Dialogue Evaluation Framework Using Segment Act Flows
Pneg: Prompt-based Negative Response Generation for Dialogue Response Selection Task
Structural Constraints and Natural Language Inference for End-to-End Flowchart Grounded Dialog Response Generation
FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue
IM⌃2: an Interpretable and Multi-category Integrated Metric Framework for Automatic Dialogue Evaluation
Prompt Conditioned VAE: Enhancing Generative Replay for Lifelong Learning in Task-Oriented Dialogue
End-to-End Neural Discourse Deixis Resolution in Dialogue
CDialog: A Multi-turn Covid-19 Conversation Dataset for Entity-Aware Dialog Generation
Injecting Domain Knowledge in Language Models for Task-oriented Dialogue Systems
JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and Summarization
DialogConv: A Lightweight Fully Convolutional Network for Multi-view Response Selection

2021 EMNLP

Athena 2.0: Contextualized Dialogue Management for an Alexa Prize SocialBot
Towards Making the Most of Dialogue Characteristics for Neural Chat Translation
Low-Resource Dialogue Summarization with Domain-Agnostic Multi-Source Pretraining
Controllable Neural Dialogue Summarization with Personal Named Entity Planning
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation
Graph Based Network with Contextualized Representations of Turns in Dialogue
Automatically Exposing Problems with Neural Dialog Models
MindCraft: Theory of Mind Modeling for Situated Dialogue in Collaborative Tasks
Cross-lingual Intermediate Fine-tuning improves Dialogue State Tracking
We've had this conversation before: A Novel Approach to Measuring Dialog Similarity
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation
DIALKI: Knowledge Identification in Conversational Systems through Dialogue-Document Contextualization
Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems
Contextual Rephrase Detection for Reducing Friction in Dialogue Systems
Reference-Centric Models for Grounded Collaborative Dialogue
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding
Thinking Clearly, Talking Fast: Concept-Guided Non-Autoregressive Generation for Open-Domain Dialogue Systems
Generation and Extraction Combined Dialogue State Tracking with Hierarchical Ontology Integration
CoLV: A Collaborative Latent Variable Model for Knowledge-Grounded Dialogue Generation
A Three-Stage Learning Framework for Low-Resource Knowledge-Grounded Dialogue Generation
Intention Reasoning Network for Multi-Domain End-to-end Task-Oriented Dialogue
More is Better: Enhancing Open-Domain Dialogue Generation via Multi-Source Heterogeneous Knowledge
Domain-Lifelong Learning for Dialogue State Tracking via Knowledge Preservation Networks
Different Strokes for Different Folks: Investigating Appropriate Further Pre-training Approaches for Diverse Dialogue Tasks
Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation
Don't be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System
Transferable Persona-Grounded Dialogues via Grounded Minimal Edits
DialogueCSE: Dialogue-based Contrastive Learning of Sentence Embeddings
Adaptive Bridge between Training and Inference for Dialogue Generation
Smoothing Dialogue States for Open Conversational Machine Reading
Exophoric Pronoun Resolution in Dialogues with Topic Regularization
Contextualize Knowledge Bases with Transformer for End-to-end Task-Oriented Dialogue Systems
Efficient Dialogue Complementary Policy Learning via Deep Q-network Policy and Episodic Memory Policy
End-to-End Learning of Flowchart Grounded Task-Oriented Dialogs
CSDS: A Fine-Grained Chinese Dataset for Customer Service Dialogue Summarization
Building and Evaluating Open-Domain Dialogue Corpora with Clarifying Questions
Region under Discussion for visual dialog
Just Say No: Analyzing the Stance of Neural Dialogue Generation in Offensive Contexts
Multi-Modal Open-Domain Dialogue
Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection
SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations
RAST: Domain-Robust Dialogue Rewriting as Sequence Tagging
MRF-Chat: Improving Dialogue with Markov Random Fields
Dialogue State Tracking with a Language Model using Schema-Driven Prompting
MultiDoc2Dial: Modeling Dialogues Grounded in Multiple Documents
NDH-Full: Learning and Evaluating Navigational Agents on Full-Length Dialogue
Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization
Towards Automatic Evaluation of Dialog Systems: A Model-Free Off-Policy Evaluation Approach
Continual Learning in Task-Oriented Dialogue Systems
Investigating Robustness of Dialog Models to Popular Figurative Language Constructs
Effective Sequence-to-Sequence Dialogue State Tracking
Learning Neural Templates for Recommender Dialogue System
Proxy Indicators for the Quality of Open-domain Dialogues
$Q^2$: Evaluating Factual Consistency in Knowledge-Grounded Dialogues via Question Generation and Question Answering
Knowledge-Aware Graph-Enhanced GPT-2 for Dialogue State Tracking
A Collaborative Multi-agent Reinforcement Learning Framework for Dialog Action Decomposition
Zero-Shot Dialogue State Tracking via Cross-Task Transfer
Uncertainty Measures in Neural Belief Tracking and the Effects on Dialogue Policy Performance
A Bag of Tricks for Dialogue Summarization
Is Information Density Uniform in Task-Oriented Dialogues
Code-switched inspired losses for spoken dialog representations
Looking for Confirmations: An Effective and Human-Like Visual Dialogue Strategy

2020 EMNLP

Dialogue Response Ranking Training with Large-Scale Human Feedback Data
Where Are You? Localization from Embodied Dialog
Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning
Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness
TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue
RiSAWOZ: A Large-Scale Multi-Domain Wizard-of-Oz Dataset with Rich Semantic Annotations for Task-Oriented Dialogue Modeling
Filtering Noisy Dialogue Corpora by Connectivity and Content Relatedness
BiST: Bi-directional Spatio-Temporal Reasoning for Video-Grounded Dialogues
UniConv: A Unified Conversational Neural Architecture for Multi-domain Task-oriented Dialogues
GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems
Structured Attention for Unsupervised Dialogue Structure Induction
Cross Copy Network for Dialogue Generation
Multi-turn Response Selection using Dialogue Dependency Relations
Parallel Interactive Networks for Multi-Domain Dialogue State Generation
How to Make Neural Natural Language Generation as Reliable as Templates in Task-Oriented Dialogue
Slot Attention with Value Normalization for Multi-Domain Dialogue State Tracking
A Visually-grounded First-person Dialogue Dataset with Verbal and Non-verbal Responses
VD-BERT: A Unified Vision and Dialog Transformer with BERT
Knowledge-Grounded Dialogue Generation with Pre-trained Language Models
MinTL: Minimalist Transfer Learning for Task-Oriented Dialogue Systems
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation
Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation
Counterfactual Off-Policy Training for Neural Dialogue Generation
Dialogue Distillation: Open-Domain Dialogue Augmentation Using Unpaired Data
Task-Completion Dialogue Policy Learning via Monte Carlo Tree Search with Dueling Network
AttnIO: Knowledge Graph Exploration with In-and-Out Attention Flow for Knowledge-Grounded Dialogue
Amalgamating Knowledge from Two Teachers for Task-oriented Dialogue System with Adversarial Training
Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems
Human-centric dialog training via offline reinforcement learning
Multi-View Sequence-to-Sequence Models with Conversational Structure for Abstractive Dialogue Summarization
Generating Dialogue Responses from a Semantic Latent Space
Probing Task-Oriented Dialogue Representation from Language Models
Simple Data Augmentation with the Mask Token Improves Domain Adaptation for Dialog Act Tagging
Sound Natural: Content Rephrasing in Dialog Systems
Template Guided Text Generation for Task-Oriented Dialogue
Regularizing Dialogue Generation by Imitating Implicit Scenarios
Semantic Role Labeling Guided Multi-turn Dialogue ReWriter
Profile Consistency Identification for Open-domain Dialogue Agents
Conversational Semantic Parsing for Dialog State Tracking
doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset
Interview: Large-scale Modeling of Media Dialog with Discourse Patterns and Knowledge Grounding
INSPIRED: Toward Sociable Recommendation Dialog Systems
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation
Like hiking? You probably enjoy nature: Persona-grounded Dialog with Commonsense Expansions
A Probabilistic End-To-End Task-Oriented Dialog Model with Latent Belief States towards Semi-Supervised Learning
The World is Not Binary: Learning to Rank with Grayscale Data for Dialogue Response Selection
GRADE: Automatic Graph-Enhanced Coherence Metric for Evaluating Open-Domain Dialogue Systems
MedDialog: Large-scale Medical Dialogue Datasets

2019 EMNLP

LIDA: Lightweight Interactive Dialogue Annotator
PolyResponse: A Rank-based Approach to Task-Oriented Dialogue with Application in Restaurant Search and Booking
PyOpenDial: A Python-based Domain-Independent Toolkit for Developing Spoken Dialogue Systems with Probabilistic Rules
Guided Dialog Policy Learning: Reward Estimation for Multi-Domain Task-Oriented Dialog
Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever
Building Task-Oriented Visual Dialog Systems Through Alternative Optimization Between Dialog Policy and Language Generation
DialogueGCN: A Graph Convolutional Neural Network for Emotion Recognition in Conversation
Using Customer Service Dialogues for Satisfaction Analysis with Context-Assisted Multiple Instance Learning
Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue
Dirichlet Latent Variable Hierarchical Recurrent Encoder-Decoder in Dialogue Generation
Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling
Sampling Matters! An Empirical Study of Negative Sampling Strategies for Learning of Matching Models in Retrieval-based Dialogue Systems
Zero-shot Cross-lingual Dialogue Systems with Transferable Latent Variables
Modeling Multi-Action Policy for Task-Oriented Dialogues
Automatically Learning Data Augmentation Policies for Dialogue Tasks
Improving Generative Visual Dialog by Answering Diverse Questions
Dependency Parsing for Spoken Dialog Systems
Span-based Hierarchical Semantic Parsing for Task-Oriented Dialog
Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks
Multi-Granularity Representations of Dialog
Are You for Real? Detecting Identity Fraud via Dialogue Interactions
Adaptive Parameterization for Neural Dialogue Generation
Towards Knowledge-Based Recommender Dialog System
Improving Open-Domain Dialogue Systems via Multi-Turn Incomplete Utterance Restoration
DyKgChat: Benchmarking Dialogue Generation Grounding on Dynamic Knowledge Graphs
Retrieval-guided Dialogue Response Generation via a Matching-to-Generation Framework
Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation
A Semi-Supervised Stable Variational Network for Promoting Replier-Consistency in Dialogue Generation
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue
A Practical Dialogue-Act-Driven Conversation Model for Multi-Turn Response Selection
How to Build User Simulators to Train RL-based Dialog Systems
Dual Attention Networks for Visual Reference Resolution in Visual Dialog
Video Dialog via Progressive Inference and Cross-Transformer
Dialog Intent Induction with Deep Multi-View Clustering
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset
Multi-Domain Goal-Oriented Dialogues (MultiDoGO): Strategies toward Curating and Annotating Large Scale Dialogue Data
Build it Break it Fix it for Dialogue Safety: Robustness from Adversarial Human Attack
GECOR: An End-to-End Generative Ellipsis and Co-reference Resolution Model for Task-Oriented Dialogue
Enhancing Dialogue Symptom Diagnosis with Global Attention and Symptom Graph
What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues

ACL

2023 ACL

ChatGPT for Zero-shot Dialogue State Tracking: A Solution or an Opportunity?
Controllable Mixed-Initiative Dialogue Generation through Prompting
Towards Fewer Hallucinations in Knowledge-Grounded Dialogue Generation via Augmentative and Contrastive Knowledge-Dialogue
One Cannot Stand for Everyone! Leveraging Multiple User Simulators to train Task-oriented Dialogue Systems
Span-Selective Linear Attention Transformers for Effective and Robust Schema-Guided Dialogue State Tracking
EM Pre-training for Multi-party Dialogue Response Generation
Evaluating Open-Domain Dialogues in Latent Space with Next Sentence Prediction and Mutual Information
DialoGPS: Dialogue Path Sampling in Continuous Semantic Space for Data Augmentation in Multi-Turn Conversations
DIONYSUS: A Pre-trained Model for Low-Resource Dialogue Summarization
White-Box Multi-Objective Adversarial Attack on Dialogue Generation
Divide, Conquer, and Combine: Mixture of Semantic-Independent Experts for Zero-Shot Dialogue State Tracking
Schema-Guided User Satisfaction Modeling for Task-Oriented Dialogues
MoralDial: A Framework to Train and Evaluate Moral Dialogue Systems via Moral Discussions
Injecting knowledge into language generation: a case study in auto-charting after-visit care instructions from medical dialogue
BREAK: Breaking the Dialogue State Tracking Barrier with Beam Search and Re-ranking
Learning to Generate Equitable Text in Dialogue from Biased Training Data
CORE: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue
Knowledge-enhanced Mixed-initiative Dialogue System for Emotional Support Conversations
ACCENT: An Automatic Event Commonsense Evaluation Metric for Open-Domain Dialogue Systems
Towards Faithful Dialogues via Focus Learning
Prompter: Zero-shot Adaptive Prefixes for Dialogue State Tracking Domain Adaptation
Enhancing Dialogue Generation via Dynamic Graph Knowledge Aggregation
VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions
Enhancing Personalized Dialogue Generation with Contrastive Latent Variables: Combining Sparse and Dense Persona
SIMMC-VR: A Task-oriented Multimodal Dialog Dataset with Situated and Immersive VR Streams
FutureTOD: Teaching Future Knowledge to Pre-trained Language Model for Task-Oriented Dialogue
Retrieval-free Knowledge Injection through Multi-Document Traversal for Dialogue Models
Annotating and Detecting Fine-grained Factual Errors for Dialogue Summarization
MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation
Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation
Using Domain Knowledge to Guide Dialog Structure Induction via Neural Probabilistic Soft Logic
A Dataset of Argumentative Dialogues on Scientific Papers
Contextual Knowledge Learning for Dialogue Generation
Speech-Text Pre-training for Spoken Dialog Understanding with Explicit Cross-Modal Alignment
MidMed: Towards Mixed-Type Dialogues for Medical Consultation
RECAP: Retrieval-Enhanced Context-Aware Prefix Encoder for Personalized Dialogue Response Generation
Modeling User Satisfaction Dynamics in Dialogue via Hawkes Process
Pre-training Multi-party Dialogue Models with Latent Discourse Inference
PAED: Zero-Shot Persona Attribute Extraction in Dialogues
SimOAP: Improve Coherence and Consistency in Persona-based Dialogue Generation via Over-sampling and Post-evaluation
Dialog-Post: Multi-Level Self-Supervised Objectives and Hierarchical Model for Dialogue Post-Training
A Cognitive Stimulation Dialogue System with Multi-source Knowledge Fusion for Elders with Cognitive Impairment
A Synthetic Data Generation Framework for Grounded Dialogues
Multi-Grained Knowledge Retrieval for End-to-End Task-Oriented Dialog
XDailyDialog: A Multilingual Parallel Dialogue Corpus
RADE: Reference-Assisted Dialogue Evaluation for Open-Domain Dialogue
PaCE: Unified Multi-modal Dialogue Pre-training with Progressive and Compositional Experts
Learning New Skills after Deployment: Improving open-domain internet-driven dialogue with human feedback
On the Compositional Generalization in Versatile Open-domain Dialogue
Dialogue Summarization with Static-Dynamic Structure Fusion Graph
Reference Matters: Benchmarking Factual Error Correction for Dialogue Summarization with Fine-grained Evaluation Framework
Multimodal Persona Based Generation of Comic Dialogs
Seen to Unseen: Exploring Compositional Generalization of Multi-Attribute Controllable Dialogue Generation
Towards Understanding Omission in Dialogue Summarization
Don't Forget Your ABC's: Evaluating the State-of-the-Art in Chat-Oriented Dialogue Systems
LiveChat: A Large-Scale Personalized Dialogue Dataset Automatically Constructed from Live Streaming

2022 ACL

Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension
Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking
Towards Fair Evaluation of Dialogue State Tracking by Flexible Incorporation of Turn-level Performances
UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue
Investigating person-specific errors in chat-oriented dialogue systems
Can Visual Dialogue Models Do Scorekeeping? Exploring How Dialogue Representations Incrementally Encode Shared Knowledge
[CASPI] Causal-aware Safe Policy Improvement for Task-oriented Dialogue
UniTranSeR: A Unified Transformer Semantic Representation Framework for Multimodal Task-Oriented Dialog System
Dynamic Schema Graph Fusion Network for Multi-Domain Dialogue State Tracking
Structural Characterization for Dialogue Disentanglement
Multi-Party Empathetic Dialogue Generation: A New Task for Dialog Systems
DEAM: Dialogue Coherence Evaluation using AMR-based Semantic Manipulations
ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation
Where to Go for the Holidays: Towards Mixed-Type Dialogs for Clarification of User Goals
Continual Prompt Tuning for Dialog State Tracking
Online Semantic Parsing for Latency Reduction in Task-Oriented Dialogue
Summ$^N$: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems
Beyond the Granularity: Multi-Perspective Dialogue Collaborative Selection for Dialogue State Tracking
Other Roles Matter! Enhancing Role-Oriented Dialogue Summarization via Role Interactions
Multimodal Dialogue Response Generation
A Taxonomy of Empathetic Questions in Social Dialogs
Knowledge Enhanced Reflection Generation for Counseling Dialogues
Improving Multi-label Malevolence Detection in Dialogues through Multi-faceted Label Correlation Enhancement
The Moral Integrity Corpus: A Benchmark for Ethical Dialogue Systems
DialFact: A Benchmark for Fact-Checking in Dialogue
There Are a Thousand Hamlets in a Thousand People's Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
DialogVED: A Pre-trained Latent Variable Encoder-Decoder Model for Dialog Response Generation
An Interpretable Neuro-Symbolic Reasoning Framework for Task-Oriented Dialogue Generation
CICERO: A Dataset for Contextualized Commonsense Inference in Dialogues
M3ED: Multi-modal Multi-scene Multi-label Emotional Dialogue Database
What does the sea say to the shore? A BERT based DST style approach for speaker to dialogue attribution in novels
When did you become so smart, oh wise one?! Sarcasm Explanation in Multi-modal Multi-party Dialogues
SalesBot: Transitioning from Chit-Chat to Task-Oriented Dialogues
Achieving Reliable Human Assessment of Open-Domain Dialogue Systems
SaFeRDialogues: Taking Feedback Gracefully after Conversational Safety Failures
The AI Doctor Is In: A Survey of Task-Oriented Dialogue Systems for Healthcare Applications
Lexical Knowledge Internalization for Neural Dialog Generation
A Model-agnostic Data Manipulation Method for Persona-based Dialogue Generation
Situated Dialogue Learning through Procedural Environment Generation
Internet-Augmented Dialogue Generation

2021 ACL

Saying No is An Art: Contextualized Fallback Responses for Unanswerable Dialogue Queries
PRAL: A Tailored Pre-Training Model for Task-Oriented Dialog Generation
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking
Unsupervised Enrichment of Persona-grounded Dialog with Background Stories
Domain-Adaptive Pretraining Methods for Dialogue Understanding
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking
On the Generation of Medical Dialogs for COVID-19
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images
Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances
Dual Slot Selector via Local Reliability Verification for Dialogue State Tracking
Transferable Dialogue Systems and User Simulators
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
TicketTalk: Toward human-level performance with end-to-end, transaction-based dialog systems
Improving Dialog Systems for Negotiation with Personality Modeling
Learning from Perturbations: Diverse and Informative Dialogue Generation with Inverse Adversarial Training
Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features
Prosodic segmentation for parsing spoken dialogue
Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling
Discovering Dialog Structure Graph for Coherent Dialog Generation
A Sequence-to-Sequence Approach to Dialogue State Tracking
Dialogue Response Selection with Hierarchical Curriculum Learning
Discovering Dialogue Slots with Weak Supervision
Robustness Testing of Language Understanding in Task-Oriented Dialog
Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking?
OTTers: One-turn Topic Transitions for Open-Domain Dialogue
Towards Quantifiable Dialogue Coherence Evaluation
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System
Towards Emotional Support Dialog Systems
Diversifying Dialog Generation via Adaptive Label Smoothing
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation
RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems
Semantic Representation for Dialogue Modeling
Structural Pre-training for Dialogue Comprehension
A Human-machine Collaborative Framework for Evaluating Malevolence in Dialogues
Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue
DynaEval: Unifying Turn and Dialogue Level Evaluation
RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy
PhotoChat: A Human-Human Dialogue Dataset With Photo Sharing Behavior For Joint Image-Text Modeling
Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention Transformer
DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations
TIMEDIAL: Temporal Commonsense Reasoning in Dialog

2020 ACL

ConvLab-2: An Open-Source Toolkit for Building, Evaluating, and Diagnosing Dialogue Systems
DIALOGPT : Large-Scale Generative Pre-training for Conversational Response Generation
Conversation Learner - A Machine Teaching Tool for Building Dialog Managers for Task-Oriented Dialog Systems
Designing Precise and Robust Dialogue Response Evaluators
Dialogue State Tracking with Explicit Slot Connection Modeling
Large Scale Multi-Actor Generative Dialog Modeling
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable
Slot-consistent NLG for Task-oriented Dialogue Systems with Iterative Rectification Network
Span-ConveRT: Few-shot Span Extraction for Dialog with Pretrained Conversational Representations
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking
Efficient Dialogue State Tracking by Selectively Overwriting Memory
End-to-End Neural Pipeline for Goal-Oriented Dialogue Systems using GPT-2
Evaluating Dialogue Generation Systems via Response Selection
Learning Low-Resource End-To-End Goal-Oriented Dialog for Fast and Reliable System Deployment
Multi-Agent Task-Oriented Dialog Policy Learning with Role-Aware Reward Decomposition
Paraphrase Augmented Task-Oriented Dialog Generation
Semi-Supervised Dialogue Policy Learning via Stochastic Reward Estimation
USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation
Towards Conversational Recommendation over Multi-Type Dialogs
Crawling and Preprocessing Mailing Lists At Scale for Dialog Analysis
Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation
Conversational Word Embedding for Retrieval-Based Dialog System
Learning Dialog Policies from Weak Demonstrations
MuTual: A Dataset for Multi-Turn Dialogue Reasoning
You Impress Me: Dialogue Generation via Mutual Persona Perception
Dialogue Coherence Assessment Without Explicit Dialogue Act Labels
"None of the Above": Measure Uncertainty in Dialog Response Retrieval
Negative Training for Neural Dialogue Response Generation
Recursive Template-based Frame Generation for Task Oriented Dialog
Grounding Conversations with Improvised Dialogues
Learning an Unreferenced Metric for Online Dialogue Evaluation
Neural Generation of Dialogue Response Timings
The Dialogue Dodecathlon: Open-Domain Knowledge and Image Grounded Conversational Agents
Learning to execute instructions in a Minecraft dialogue
ChartDialogs: Plotting from Natural Language Instructions
Towards Holistic and Automatic Evaluation of Open-Domain Dialogue Generation
Towards Emotion-aided Multi-modal Dialogue Act Classification
Don't Say That! Making Inconsistent Dialogue Unlikely with Unlikelihood Training
Dialogue-Based Relation Extraction
More Diverse Dialogue Datasets via Diversity-Informed Data Collection
Storytelling with Dialogue: A Critical Role Dungeons and Dragons Dataset
Transformers to Learn Hierarchical Contexts in Multiparty Dialogue for Span-based Question Answering
Diverse and Informative Dialogue Generation with Context-Specific Commonsense Knowledge Awareness
Generate, Delete and Rewrite: A Three-Stage Framework for Improving Persona Consistency of Dialogue Generation
Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks
Video-Grounded Dialogues with Pretrained Generation Language Models
A Contextual Hierarchical Attention Network with Adaptive Objective for Dialogue State Tracking
Data Manipulation: Towards Effective Instance Learning for Neural Dialogue Generation via Learning to Augment and Reweight
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog
Learning Efficient Dialogue Policy from Demonstrations through Shaping
SAS: Dialogue State Tracking via Slot Attention and Slot Information Sharing
MIE: A Medical Information Extractor towards Medical Dialogues
Diversifying Dialogue Generation with Non-Conversational Text
KdConv: A Chinese Multi-domain Dialogue Dataset Towards Multi-turn Knowledge-driven Conversation
Meta-Reinforced Multi-Domain State Generator for Dialogue Systems
Modeling Long Context for Task-Oriented Dialogue State Generation
Multi-Domain Dialogue Acts and Response Co-Generation
History for Visual Dialog: Do we really need it?

2019 ACL

Dialogue-Act Prediction of Future Responses Based on Conversation History
One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues
Improving Multi-turn Dialogue Modelling with Utterance ReWriter
Do Neural Dialog Systems Use the Conversation History Effectively? An Empirical Study
Boosting Dialog Response Generation
Implicit Discourse Relation Identification for Open-domain Dialogues
Transferable Multi-Domain State Generator for Task-Oriented Dialogue Systems
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue
Domain Adaptive Dialog Generation via Meta Learning
The PhotoBook Dataset: Building Common Ground through Visually-Grounded Dialogue
Learning from Dialogue after Deployment: Feed Yourself, Chatbot!
A Working Memory Model for Task-oriented Dialog Response Generation
Generating Responses with a Specific Emotion in Dialog
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention
ReCoSa: Detecting the Relevant Contexts with Self-Attention for Multi-turn Dialogue Generation
Incremental Learning from Scratch for Task-Oriented Dialogue Systems
Dialogue Natural Language Inference
Budgeted Policy Learning for Task-Oriented Dialogue Systems
Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems
Are Training Samples Correlated? Learning to Generate Dialogue Responses with Multiple References
Pretraining Methods for Dialog Context Representation Learning
Self-Supervised Dialogue Learning
Know More about Each Other: Evolving Dialogue Strategy via Compound Assessment
Training Neural Response Selection for Task-Oriented Dialogue Systems
Collaborative Dialogue in Minecraft
Ordinal and Attribute Aware Response Generation in a Multimodal Dialogue System
Memory Consolidation for Contextual Spoken Language Understanding with Dialogue Logistic Inference
Personalizing Dialogue Agents via Meta-Learning
Reading Turn by Turn: Hierarchical Attention Architecture for Spoken Dialogue Comprehension
Rationally Reappraising ATIS-based Dialogue Systems
Observing Dialogue in Therapy: Categorizing and Forecasting Behavioral Codes
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems
Persuasion for Good: Towards a Personalized Persuasive Dialogue System for Social Good
What Should I Ask? Using Conversationally Informative Rewards for Goal-oriented Visual Dialog
Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog