conftrace_

multi-document summarization

152 papers

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Also known as

MDS MDSS

Co-occurring keywords · papers mentioning both

abstractive summarization (39) extractive summarization (25) text summarization (19) text generation (17) large language model (14) news summarization (8) pre-trained language model (8) reinforcement learning (8) neural summarization (7) information retrieval (7)

Papers

PELMS: Pre-training for Effective Low-Shot Multi-Document Summarization NAACL 2024 QuerySum: A Multi-Document Query-Focused Summarization Dataset Augmented with Similar Query Clusters AAAI 2024 The Power of Summary-Source Alignments ACL 2024 Toward Structured Related Work Generation with Novelty Statements ACL 2024 Understanding Position Bias Effects on Fairness in Social Multi-Document Summarization NAACL 2024 Which Information Matters? Dissecting Human-written Multi-document Summaries with Partial Information Decomposition ACL 2024 A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization EMNLP 2023 Automated Metrics for Medical Multi-Document Summarization Disagree with Human Evaluations ACL 2023 Automatically Summarizing Evidence from Clinical Trials: A Prototype Highlighting Current Challenges EACL 2023 Compressed Heterogeneous Graph for Abstractive Multi-Document Summarization AAAI 2023 Enhancing Multi-Document Summarization with Cross-Document Graph-based Information Extraction EACL 2023 Mitigating Framing Bias with Polarity Minimization Loss EMNLP 2023 Multi-doc Hybrid Summarization via Salient Representation Learning ACL 2023 Multi Document Summarization Evaluation in the Presence of Damaging Content EMNLP 2023 Multi-Document Summarization with Centroid-Based Pretraining ACL 2023 OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization EMNLP 2023 Open Domain Multi-document Summarization: A Comprehensive Study of Model Brittleness under Retrieval EMNLP 2023 Promoting Topic Coherence and Inter-Document Consorts in Multi-Document Summarization via Simplicial Complex and Sheaf Graph EMNLP 2023 Revisiting Sentence Union Generation as a Testbed for Text Consolidation ACL 2023 Summarizing Multiple Documents with Conversational Structure for Meta-Review Generation EMNLP 2023 Summarizing, Simplifying, and Synthesizing Medical Evidence using GPT-3 (with Varying Success) ACL 2023 SumREN: Summarizing Reported Speech about Events in News AAAI 2023 Supervising the Centroid Baseline for Extractive Multi-Document Summarization EMNLP 2023 Abstractive Approaches To Multidocument Summarization Of Medical Literature Reviews COLING 2022 ACCoRD: A Multi-Document Approach to Generating Diverse Descriptions of Scientific Concepts EMNLP 2022