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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
Dialogue-RAG: Enhancing Retrieval for LLMs via Node-Linking Utterance Rewriting
ACL 2025
Finding A Voice: Exploring the Potential of African American Dialect and Voice Generation for Chatbots
ACL 2025
“Stupid robot, I want to speak to a human!” User Frustration Detection in Task-Oriented Dialog Systems
COLING 2025
Amulet: Putting Complex Multi-Turn Conversations on the Stand with LLM Juries
EMNLP 2025
Know Your Mistakes: Towards Preventing Overreliance on Task-Oriented Conversational AI Through Accountability Modeling
ACL 2025
Enabling Chatbots with Eyes and Ears: An Immersive Multimodal Conversation System for Dynamic Interactions
ACL 2025
A Large-Scale Real-World Evaluation of an LLM-Based Virtual Teaching Assistant
ACL 2025
SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning
ACL 2025
Chain-Talker: Chain Understanding and Rendering for Empathetic Conversational Speech Synthesis
ACL 2025
KAPA: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding
ACL 2025
I see what you mean: Co-Speech Gestures for Reference Resolution in Multimodal Dialogue
ACL 2025
LlamaPIE: Proactive In-Ear Conversation Assistants
ACL 2025
LLM-Enhanced Query Generation and Retrieval Preservation for Task-Oriented Dialogue
ACL 2025
LLM Agents for Coordinating Multi-User Information Gathering
ACL 2025
TReMu: Towards Neuro-Symbolic Temporal Reasoning for LLM-Agents with Memory in Multi-Session Dialogues
ACL 2025
In Search of the Lost Arch in Dialogue: A Dependency Dialogue Acts Corpus for Multi-Party Dialogues
ACL 2025
Sparse Rewards Can Self-Train Dialogue Agents
ACL 2025
DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction
ACL 2025
Enhancing Medical Dialogue Generation through Knowledge Refinement and Dynamic Prompt Adjustment
ACL 2025
Can You Share Your Story? Modeling Clients’ Metacognition and Openness for LLM Therapist Evaluation
ACL 2025
Protecting Users From Themselves: Safeguarding Contextual Privacy in Interactions with Conversational Agents
ACL 2025
Enhancing Persona Consistency for LLMs’ Role-Playing using Persona-Aware Contrastive Learning
ACL 2025
IntentionESC: An Intention-Centered Framework for Enhancing Emotional Support in Dialogue Systems
ACL 2025
DICE-BENCH: Evaluating the Tool-Use Capabilities of Large Language Models in Multi-Round, Multi-Party Dialogues
ACL 2025
CAPE: A Chinese Dataset for Appraisal-based Emotional Generation in Large Language Models
NAACL 2025
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