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Natural Language Processing
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Dialogue Systems
2271 directly classified papers
Papers per year
2000: 1
2007: 1
2016: 28
2017: 43
2018: 75
2019: 166
2020: 213
2021: 276
2022: 309
2023: 322
2024: 377
2025: 381
2026: 79
Papers
Returning to the Start: Generating Narratives with Related Endpoints
NAACL 2024
Modeling Empathetic Alignment in Conversation
NAACL 2024
HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants
NAACL 2024
SQATIN: Supervised Instruction Tuning Meets Question Answering for Improved Dialogue NLU
NAACL 2024
OrchestraLLM: Efficient Orchestration of Language Models for Dialogue State Tracking
NAACL 2024
Dial-MAE: ConTextual Masked Auto-Encoder for Retrieval-based Dialogue Systems
NAACL 2024
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade
NAACL 2024
BotChat: Evaluating LLMs’ Capabilities of Having Multi-Turn Dialogues
NAACL 2024
Speech-based Slot Filling using Large Language Models
ACL 2024
I Remember You!: SUI Corpus for Remembering and Utilizing Users’ Information in Chat-oriented Dialogue Systems
COLING 2024
Clarifying Completions: Evaluating How LLMs Respond to Incomplete Questions
COLING 2024
Reranking Overgenerated Responses for End-to-End Task-Oriented Dialogue Systems
COLING 2024
MedDialog-FR: A French Version of the MedDialog Corpus for Multi-label Classification and Response Generation Related to Women’s Intimate Health
COLING 2024
A Neuro-Symbolic Approach to Monitoring Salt Content in Food
COLING 2024
EmotionQueen: A Benchmark for Evaluating Empathy of Large Language Models
ACL 2024
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses
NIPS 2024
PRODIGy: a PROfile-based DIalogue Generation dataset
NAACL 2024
Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges
ACL 2024
Selective Prompting Tuning for Personalized Conversations with LLMs
ACL 2024
Reimagining Intent Prediction: Insights from Graph-Based Dialogue Modeling and Sentence Encoders
COLING 2024
RECIPE4U: Student-ChatGPT Interaction Dataset in EFL Writing Education
COLING 2024
Recent Trends in Personalized Dialogue Generation: A Review of Datasets, Methodologies, and Evaluations
COLING 2024
LLM-REDIAL: A Large-Scale Dataset for Conversational Recommender Systems Created from User Behaviors with LLMs
ACL 2024
PSYDIAL: Personality-based Synthetic Dialogue Generation Using Large Language Models
COLING 2024
Out-of-Domain Intent Detection Considering Multi-Turn Dialogue Contexts
COLING 2024
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