Natural Language Processing › Generation ›

Dialogue Systems

2271 directly classified papers

Papers per year

Papers

Learning LLM Preference over Intra-Dialogue Pairs: A Framework for Utterance-level Understandings NAACL 2025

Multilingual Dialogue Generation and Localization with Dialogue Act Scripting EMNLP 2025

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review EMNLP 2025

MonoTODia: Translating Monologue Requests to Task-Oriented Dialogues NAACL 2025

DialNav: Multi-turn Dialog Navigation with a Remote Guide ICCV 2025

NewsInterview: a Dataset and a Playground to Evaluate LLMs’ Grounding Gap via Informational Interviews ACL 2025

Sentimatic: Sentiment-guided Automatic Generation of Preference Datasets for Customer Support Dialogue System NAACL 2025

Stephanie: Step-by-Step Dialogues for Mimicking Human Interactions in Social Conversations NAACL 2025

StructFlowBench: A Structured Flow Benchmark for Multi-turn Instruction Following ACL 2025

Toward Multi-Session Personalized Conversation: A Large-Scale Dataset and Hierarchical Tree Framework for Implicit Reasoning EMNLP 2025

PCQPR: Proactive Conversational Question Planning with Reflection EMNLP 2024

Parrot: Enhancing Multi-Turn Instruction Following for Large Language Models ACL 2024

On the Multi-turn Instruction Following for Conversational Web Agents ACL 2024

LyS at SemEval-2024 Task 3: An Early Prototype for End-to-End Multimodal Emotion Linking as Graph-Based Parsing SEMEVAL 2024

Enhancing Dialogue State Tracking Models through LLM-backed User-Agents Simulation ACL 2024

Large Language Models as Zero-shot Dialogue State Tracker through Function Calling ACL 2024

LLM-based Frameworks for API Argument Filling in Task-Oriented Conversational Systems NAACL 2024

LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systems NAACL 2024

Large Language Models are Superpositions of All Characters: Attaining Arbitrary Role-play via Self-Alignment ACL 2024

Stark: Social Long-Term Multi-Modal Conversation with Persona Commonsense Knowledge EMNLP 2024

STICKERCONV: Generating Multimodal Empathetic Responses from Scratch ACL 2024

Leveraging LLMs for Dialogue Quality Measurement NAACL 2024

MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues ACL 2024

Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in LLMs NIPS 2024

Dialogue Summarization with Mixture of Experts based on Large Language Models ACL 2024