conftrace_

aspect-based summarization

17 papers

Explore in graph

Also known as

ABS

Co-occurring keywords · papers mentioning both

abstractive summarization (5) text summarization (5) zero-shot learning (4) large language model (3) text generation (3) scientific text (2) dynamic summarization (2) multi-document summarization (2) aspect extraction (2) retrieval-augmented generation (2)

Papers

Aspect-Based Opinion Summarization with Argumentation Schemes ACL 2025 BookAsSumQA: An Evaluation Framework for Aspect-Based Book Summarization via Question Answering IJCNLP 2025 From Information to Insight: Leveraging LLMs for Open Aspect-Based Educational Summarization ACL 2025 Improving Aspect-Based Summarization via Contrastive Learning with Anchored Negative Examples EMNLP 2025 TracSum: A New Benchmark for Aspect-Based Summarization with Sentence-Level Traceability in Medical Domain EMNLP 2025 ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications NAACL 2024 Disordered-DABS: A Benchmark for Dynamic Aspect-Based Summarization in Disordered Texts EMNLP 2024 Efficient Aspect-Based Summarization of Climate Change Reports with Small Language Models EMNLP 2024 Generating Attractive and Authentic Copywriting from Customer Reviews NAACL 2024 LexAbSumm: Aspect-based Summarization of Legal Decisions COLING 2024 MODABS: Multi-Objective Learning for Dynamic Aspect-Based Summarization ACL 2024 OASum: Large-Scale Open Domain Aspect-based Summarization ACL 2023 OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization EMNLP 2023 Zero-Shot Aspect-Based Scientific Document Summarization using Self-Supervised Pre-training ACL 2022 Summarizing Text on Any Aspects: A Knowledge-Informed Weakly-Supervised Approach EMNLP 2020 Inducing Document Structure for Aspect-based Summarization ACL 2019 Unsupervised Aspect-Based Multi-Document Abstractive Summarization EMNLP 2019