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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
TIAGE: A Benchmark for Topic-Shift Aware Dialog Modeling
EMNLP 2021
An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling
EMNLP 2021
Self- and Pseudo-self-supervised Prediction of Speaker and Key-utterance for Multi-party Dialogue Reading Comprehension
EMNLP 2021
SideControl: Controlled Open-domain Dialogue Generation via Additive Side Networks
EMNLP 2021
Analysis of Language Change in Collaborative Instruction Following
EMNLP 2021
Refine and Imitate: Reducing Repetition and Inconsistency in Persuasion Dialogues via Reinforcement Learning and Human Demonstration
EMNLP 2021
Retrieval Augmentation Reduces Hallucination in Conversation
EMNLP 2021
NUANCED: Natural Utterance Annotation for Nuanced Conversation with Estimated Distributions
EMNLP 2021
Probing Commonsense Explanation in Dialogue Response Generation
EMNLP 2021
FCM: A Fine-grained Comparison Model for Multi-turn Dialogue Reasoning
EMNLP 2021
Task-Oriented Clustering for Dialogues
EMNLP 2021
The CODI-CRAC 2021 Shared Task on Anaphora, Bridging, and Discourse Deixis in Dialogue
EMNLP 2021
When does Further Pre-training MLM Help? An Empirical Study on Task-Oriented Dialog Pre-training
EMNLP 2021
Capturing Speaker Incorrectness: Speaker-Focused Post-Correction for Abstractive Dialogue Summarization
EMNLP 2021
On the Robustness of Intent Classification and Slot Labeling in Goal-oriented Dialog Systems to Real-world Noise
EMNLP 2021
PLATO-KAG: Unsupervised Knowledge-Grounded Conversation via Joint Modeling
EMNLP 2021
Think Before You Speak: Learning to Generate Implicit Knowledge for Response Generation by Self-Talk
EMNLP 2021
Towards Code-Mixed Hinglish Dialogue Generation
EMNLP 2021
Would you like to tell me more? Generating a corpus of psychotherapy dialogues
NAACL 2021
Knowledge Graph Grounded Goal Planning for Open-Domain Conversation Generation
AAAI 2020
Masking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning
AAAI 2020
AvgOut: A Simple Output-Probability Measure to Eliminate Dull Responses
AAAI 2020
Detecting Entailment in Code-Mixed Hindi-English Conversations
EMNLP 2020
Label-Efficient Training for Next Response Selection
EMNLP 2020
On Task-Level Dialogue Composition of Generative Transformer Model
EMNLP 2020
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