topic segmentation

SubDocTrans: Enhancing Document-level Machine Translation with Plug-and-play Multi-granularity Knowledge Augmentation EMNLP 2025 Towards Multi-Level Transcript Segmentation: LoRA Fine-Tuning for Table-of-Contents Generation Interspeech 2025 Advancing Topic Segmentation and Outline Generation in Chinese Texts: The Paragraph-level Topic Representation, Corpus, and Benchmark COLING 2024 From Text Segmentation to Smart Chaptering: A Novel Benchmark for Structuring Video Transcriptions EACL 2024 Leveraging Summarization for Unsupervised Dialogue Topic Segmentation NAACL 2024 Uncovering the Potential of ChatGPT for Discourse Analysis in Dialogue: An Empirical Study COLING 2024 When Cohesion Lies in the Embedding Space: Embedding-Based Reference-Free Metrics for Topic Segmentation COLING 2024 With a Little Help from my (Linguistic) Friends: Topic segmentation of multi-party casual conversations EACL 2024 A Reference-free Segmentation Quality Index (SegReFree) EMNLP 2023 Improving Long Dialogue Summarization with Semantic Graph Representation ACL 2023 Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling EMNLP 2023 M3Seg: A Maximum-Minimum Mutual Information Paradigm for Unsupervised Topic Segmentation in ASR Transcripts EMNLP 2023 SegFormer: A Topic Segmentation Model with Controllable Range of Attention AAAI 2023 Unsupervised Dialogue Topic Segmentation in Hyperdimensional Space Interspeech 2023 VCSUM: A Versatile Chinese Meeting Summarization Dataset ACL 2023 VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions ACL 2023 DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization AAAI 2022 Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation EMNLP 2022 Improving Topic Segmentation by Injecting Discourse Dependencies COLING 2022 Predicting Above-Sentence Discourse Structure Using Distant Supervision from Topic Segmentation AAAI 2022 Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion ACL 2022 Hierarchical Macro Discourse Parsing Based on Topic Segmentation AAAI 2021 Improving Abstractive Dialogue Summarization with Hierarchical Pretraining and Topic Segment EMNLP 2021 Topic-Aware Multi-turn Dialogue Modeling AAAI 2021 Improving Context Modeling in Neural Topic Segmentation AACL 2020