Summarization

Tractable & Coherent Multi-Document Summarization: Discrete Optimization of Multiple Neural Modeling Streams via Integer Linear Programming EMNLP 2022 Training Dynamics for Text Summarization Models ACL 2022 TSTR: Too Short to Represent, Summarize with Details! Intro-Guided Extended Summary Generation NAACL 2022 Two-Stage Movie Script Summarization: An Efficient Method For Low-Resource Long Document Summarization COLING 2022 UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation AAAI 2022 Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion ACL 2022 Unsupervised Extractive Opinion Summarization Using Sparse Coding ACL 2022 Unsupervised Multi-Granularity Summarization EMNLP 2022 Unsupervised Opinion Summarisation in the Wasserstein Space EMNLP 2022 Unsupervised Single Document Abstractive Summarization using Semantic Units AACL 2022 Unsupervised Token-level Hallucination Detection from Summary Generation By-products EMNLP 2022 Updated Headline Generation: Creating Updated Summaries for Evolving News Stories ACL 2022 View Dialogue in 2D: A Two-stream Model in Time-speaker Perspective for Dialogue Summarization and beyond COLING 2022 What Do You Get When You Cross Beam Search with Nucleus Sampling? ACL 2022 What Makes a Good and Useful Summary? Incorporating Users in Automatic Summarization Research NAACL 2022 What’s in a (dataset’s) name? The case of BigPatent EMNLP 2022 Why Do You Feel This Way? Summarizing Triggers of Emotions in Social Media Posts EMNLP 2022 X-FACTOR: A Cross-metric Evaluation of Factual Correctness in Abstractive Summarization EMNLP 2022 Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training ACL 2022 A Bag of Tricks for Dialogue Summarization EMNLP 2021 Adaptive Beam Search Decoding for Discrete Keyphrase Generation AAAI 2021 A Finer-grain Universal Dialogue Semantic Structures based Model For Abstractive Dialogue Summarization EMNLP 2021 A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding ACL 2021 A New Dataset and Efficient Baselines for Document-level Text Simplification in German EMNLP 2021 An Exploratory Study on Long Dialogue Summarization: What Works and What’s Next EMNLP 2021