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Natural Language Processing
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Dialogue Systems
1370 directly classified papers
Papers per year
2016: 10
2017: 34
2018: 62
2019: 112
2020: 158
2021: 157
2022: 262
2023: 233
2024: 133
2025: 204
2026: 5
Papers
Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation
EMNLP 2022
Section-Aware Commonsense Knowledge-Grounded Dialogue Generation with Pre-trained Language Model
COLING 2022
IM2: an Interpretable and Multi-category Integrated Metric Framework for Automatic Dialogue Evaluation
EMNLP 2022
MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation
AAAI 2022
PENTATRON: PErsonalized coNText-Aware Transformer for Retrieval-based cOnversational uNderstanding
EMNLP 2022
Conversational Search with Mixed-Initiative - Asking Good Clarification Questions backed-up by Passage Retrieval
ACL 2022
Open-Domain Dialog Evaluation Using Follow-Ups Likelihood
COLING 2022
TAKE: Topic-shift Aware Knowledge sElection for Dialogue Generation
COLING 2022
Graph-combined Coreference Resolution Methods on Conversational Machine Reading Comprehension with Pre-trained Language Model
ACL 2022
A Knowledge storage and semantic space alignment Method for Multi-documents dialogue generation
ACL 2022
InstructDial: Improving Zero and Few-shot Generalization in Dialogue through Instruction Tuning
EMNLP 2022
Explaining Dialogue Evaluation Metrics using Adversarial Behavioral Analysis
NAACL 2022
DialSummEval: Revisiting Summarization Evaluation for Dialogues
NAACL 2022
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?
NAACL 2022
Revisit Overconfidence for OOD Detection: Reassigned Contrastive Learning with Adaptive Class-dependent Threshold
NAACL 2022
SelF-Eval: Self-supervised Fine-grained Dialogue Evaluation
COLING 2022
Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking
EMNLP 2022
Emp-RFT: Empathetic Response Generation via Recognizing Feature Transitions between Utterances
NAACL 2022
Stylized Knowledge-Grounded Dialogue Generation via Disentangled Template Rewriting
NAACL 2022
Enhance Incomplete Utterance Restoration by Joint Learning Token Extraction and Text Generation
NAACL 2022
D2U: Distance-to-Uniform Learning for Out-of-Scope Detection
NAACL 2022
Show, Don’t Tell: Demonstrations Outperform Descriptions for Schema-Guided Task-Oriented Dialogue
NAACL 2022
Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues
EMNLP 2022
Long Time No See! Open-Domain Conversation with Long-Term Persona Memory
ACL 2022
CorefDiffs: Co-referential and Differential Knowledge Flow in Document Grounded Conversations
COLING 2022
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