2021年ACL 顶会 多轮对话相关论文总结
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具体目录如下：
SocAoG: Incremental Graph Parsing for Social Relation Inference in Dialogues
PhotoChat: A Human-Human Dialogue Dataset With Photo Sharing Behavior For Joint Image-Text Modeling
Comprehensive Study: How the Context Information of Different Granularity Affects Dialogue State Tracking?
Dialogue Response Selection with Hierarchical Curriculum Learning
BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data
Prosodic segmentation for parsing spoken dialogue
I like fish, especially dolphins: Addressing Contradictions in Dialogue Modeling
RepSum: Unsupervised Dialogue Summarization based on Replacement Strategy
Towards Quantifiable Dialogue Coherence Evaluation
A Human-machine Collaborative Framework for Evaluating Malevolence in Dialogues
A Sequence-to-Sequence Approach to Dialogue State Tracking
Generating Relevant and Coherent Dialogue Responses using Self-Separated Conditional Variational AutoEncoders
Dual Slot Selector via Local Reliability Verification for Dialogue State Tracking
Learning from Perturbations: Diverse and Informative Dialogue Generation with Inverse Adversarial Training
Novel Slot Detection: A Benchmark for Discovering Unknown Slot Types in the Task-Oriented Dialogue System
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue
Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances
Semantic Representation for Dialogue Modeling
DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations
Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization
Discovering Dialogue Slots with Weak Supervision
Structural Pre-training for Dialogue Comprehension
NeuralWOZ: Learning to Collect Task-Oriented Dialogue via Model-Based Simulation
Space Efficient Context Encoding for Non-Task-Oriented Dialogue Generation with Graph Attention Transformer
Transferable Dialogue Systems and User Simulators
OTTers: One-turn Topic Transitions for Open-Domain Dialogue
Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features
DynaEval: Unifying Turn and Dialogue Level Evaluation
Saying No is An Art: Contextualized Fallback Responses for Unanswerable Dialogue Queries
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking
Domain-Adaptive Pretraining Methods for Dialogue Understanding
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images
Multimodal Incremental Transformer with Visual Grounding for Visual Dialogue Generation
Dialogue in the Wild: Learning from a Deployed Role-Playing Game with Humans and Bots
A Dialogue-based Information Extraction System for Medical Insurance Assessment
Unsupervised Knowledge Selection for Dialogue Generation
Gaussian Process based Deep Dyna-Q approach for Dialogue Policy Learning
High-Quality Dialogue Diversification by Intermittent Short Extension Ensembles
Dialogue-oriented Pre-training
Knowledge-Grounded Dialogue Generation with Term-level De-noising
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL
Dialogue Graph Modeling for Conversational Machine Reading
An Investigation of Suitability of Pre-Trained Language Models for Dialogue Generation – Avoiding Discrepancies
Enhancing the Open-Domain Dialogue Evaluation in Latent Space
DialogSum: A Real-Life Scenario Dialogue Summarization Dataset
What Did You Refer to? Evaluating Co-References in Dialogue
Controllable Abstractive Dialogue Summarization with Sketch Supervision
Assessing Dialogue Systems with Distribution Distances
Enhancing Dialogue-based Relation Extraction by Speaker and Trigger Words Prediction