dialogue summarization

Lessons from the Field: An Adaptable Lifecycle Approach to Applied Dialogue Summarization EACL 2026 ArgCMV: An Argument Summarization Benchmark for the LLM-era EMNLP 2025 CADS: A Systematic Literature Review on the Challenges of Abstractive Dialogue Summarization (Abstract Reprint) IJCAI 2025 Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs ACL 2025 Chain-of-Interactions: Multi-step Iterative ICL Framework for Abstractive Task-Oriented Dialogue Summarization of Conversational AI Interactions EMNLP 2025 CS-Sum: A Benchmark for Code-Switching Dialogue Summarization and the Limits of Large Language Models EMNLP 2025 Factual Dialogue Summarization via Learning from Large Language Models COLING 2025 Hierarchical Attention Adapter for Abstractive Dialogue Summarization EMNLP 2025 LLM Dependency Parsing with In-Context Rules ACL 2025 Multilingual Clinical Dialogue Summarization and Information Extraction with Qwen-1.5B LoRA AACL 2025 Mutual Reinforcement of LLM Dialogue Synthesis and Summarization Capabilities for Few-Shot Dialogue Summarization NAACL 2025 NusaDialogue: Dialogue Summarization and Generation for Underrepresented and Extremely Low-Resource Languages COLING 2025 Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025 QUARTZ: QA-based Unsupervised Abstractive Refinement for Task-oriented Dialogue Summarization EMNLP 2025 Refining Text Generation for Realistic Conversational Recommendation via Direct Preference Optimization EMNLP 2025 SAHA: Samvad AI for Healthcare Assistance AACL 2025 SHARE: Shared Memory-Aware Open-Domain Long-Term Dialogue Dataset Constructed from Movie Script ACL 2025 What Are They Talking About? A Benchmark of Knowledge-Grounded Discussion Summarization IJCNLP 2025 A Modular Approach for Multimodal Summarization of TV Shows ACL 2024 Analyzing LLM Behavior in Dialogue Summarization: Unveiling Circumstantial Hallucination Trends ACL 2024 DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI EACL 2024 Dialogue Summarization with Mixture of Experts based on Large Language Models ACL 2024 Evaluating Robustness of Open Dialogue Summarization Models in the Presence of Naturally Occurring Variations ACL 2024 Exploring the Factual Consistency in Dialogue Comprehension of Large Language Models NAACL 2024 Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning EACL 2024