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Natural Language Processing
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Generation
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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
Single- vs. Dual-Prompt Dialogue Generation with LLMs for Job Interviews in Human Resources
ACL 2025
Think, Verbalize, then Speak: Bridging Complex Thoughts and Comprehensible Speech
EMNLP 2025
Rethinking the Alignment of Psychotherapy Dialogue Generation with Motivational Interviewing Strategies
COLING 2025
A Framework for Proficiency-Aligned Grammar Practice in LLM-Based Dialogue Systems
ACL 2025
Comparing Behavioral Patterns of LLM and Human Tutors: A Population-level Analysis with the CIMA Dataset
ACL 2025
Interpersonal Memory Matters: A New Task for Proactive Dialogue Utilizing Conversational History
ACL 2025
LAMAR at ArchEHR-QA 2025: Clinically Aligned LLM-Generated Few-Shot Learning for EHR-Grounded Patient Question Answering
ACL 2025
Too Polite to be Human: Evaluating LLM Empathy in Korean Conversations via a DCT-Based Framework
ACL 2025
DFLOW: Diverse Dialogue Flow Simulation with Large Language Models
ACL 2025
Bridging the Digital Divide: Empowering Elderly Smartphone Users with Intelligent and Human-Centered Design in Agemate
ACL 2025
A Conversational Agent Framework for Multimodal Knowledge Retrieval: A Case Study in FHWA InfoHighway Web Portal Queries
ACL 2025
Debunking with Dialogue? Exploring AI-Generated Counterspeech to Challenge Conspiracy Theories
ACL 2025
DischargeSim: A Simulation Benchmark for Educational Doctor–Patient Communication at Discharge
EMNLP 2025
Steering Conversational Large Language Models for Long Emotional Support Conversations
ACL 2025
Proactive Assistant Dialogue Generation from Streaming Egocentric Videos
EMNLP 2025
MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models
EMNLP 2025
Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework
EMNLP 2025
Look Beyond Feeling: Unveiling Latent Needs from Implicit Expressions for Proactive Emotional Support
EMNLP 2025
C3: A Bilingual Benchmark for Spoken Dialogue Models Exploring Challenges in Complex Conversations
EMNLP 2025
Identifying & Interactively Refining Ambiguous User Goals for Data Visualization Code Generation
EMNLP 2025
Reframe Your Life Story: Interactive Narrative Therapist and Innovative Moment Assessment with Large Language Models
EMNLP 2025
Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries
EMNLP 2025
Taking Notes Brings Focus? Towards Multi-Turn Multimodal Dialogue Learning
EMNLP 2025
Can LLM Agents Maintain a Persona in Discourse?
EMNLP 2025
Hybrid AI for Responsive Multi-Turn Online Conversations with Novel Dynamic Routing and Feedback Adaptation
NAACL 2025
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