Dialogue Systems

Learning to Play Like Humans: A Framework for LLM Adaptation in Interactive Fiction Games ACL 2025 Leveraging Explicit Reasoning for Inference Integration in Commonsense-Augmented Dialogue Models COLING 2025 LION-FS: Fast & Slow Video-Language Thinker as Online Video Assistant CVPR 2025 Listening to Patients: Detecting and Mitigating Patient Misreport in Medical Dialogue System ACL 2025 Live Football Commentary System Providing Background Information ACL 2025 LLaMA-Omni 2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis ACL 2025 LLaMA-Omni: Seamless Speech Interaction with Large Language Models ICLR 2025 LlamaPIE: Proactive In-Ear Conversation Assistants ACL 2025 LLM Agents for Coordinating Multi-User Information Gathering ACL 2025 LLM-as-an-Interviewer: Beyond Static Testing Through Dynamic LLM Evaluation ACL 2025 LLM-based Collaborative Agents with Pedagogy-guided Interaction Modeling for Timely Instructive Feedback Generation in Task-oriented Group Discussions IJCAI 2025 LLM-based Conversational Recommendation Agents with Collaborative Verbalized Experience EMNLP 2025 LLM-Based Dialogue Labeling for Multiturn Adaptive RAG EMNLP 2025 LLM-Enhanced Query Generation and Retrieval Preservation for Task-Oriented Dialogue ACL 2025 LLM-Friendly Knowledge Representation for Customer Support COLING 2025 LLM-Human Pipeline for Cultural Grounding of Conversations NAACL 2025 LLM Roleplay: Simulating Human-Chatbot Interaction ACL 2025 LLMs syntactically adapt their language use to their conversational partner ACL 2025 LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions EMNLP 2025 LongMemEval: Benchmarking Chat Assistants on Long-Term Interactive Memory ICLR 2025 Look Beyond Feeling: Unveiling Latent Needs from Implicit Expressions for Proactive Emotional Support EMNLP 2025 MADial-Bench: Towards Real-world Evaluation of Memory-Augmented Dialogue Generation NAACL 2025 MAGI: Multi-Agent Guided Interview for Psychiatric Assessment ACL 2025 Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation ACL 2025 MAJI: A Multi-Agent Workflow for Augmenting Journalistic Interviews IJCNLP 2025