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Summarization

1,978 papers

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Papers

Abstractive Summarization for the Ukrainian Language: Multi-Task Learning with Hromadske.ua News Dataset EACL 2023
Improving Biomedical Abstractive Summarisation with Knowledge Aggregation from Citation Papers EMNLP 2023
GEMINI: Controlling The Sentence-Level Summary Style in Abstractive Text Summarization EMNLP 2023
FactKB: Generalizable Factuality Evaluation using Language Models Enhanced with Factual Knowledge EMNLP 2023
QTSumm: Query-Focused Summarization over Tabular Data EMNLP 2023
‘Don’t Get Too Technical with Me’: A Discourse Structure-Based Framework for Automatic Science Journalism EMNLP 2023
OpenAsp: A Benchmark for Multi-document Open Aspect-based Summarization EMNLP 2023
Promoting Topic Coherence and Inter-Document Consorts in Multi-Document Summarization via Simplicial Complex and Sheaf Graph EMNLP 2023
G-Eval: NLG Evaluation using Gpt-4 with Better Human Alignment EMNLP 2023
Improving Summarization with Human Edits EMNLP 2023
Boosting Summarization with Normalizing Flows and Aggressive Training EMNLP 2023
Indicative Summarization of Long Discussions EMNLP 2023
Investigating Efficiently Extending Transformers for Long Input Summarization EMNLP 2023
mRedditSum: A Multimodal Abstractive Summarization Dataset of Reddit Threads with Images EMNLP 2023
MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case Judgments EMNLP 2023
EntSUMv2: Dataset, Models and Evaluation for More Abstractive Entity-Centric Summarization EMNLP 2023
MediaHG: Rethinking Eye-catchy Features in Social Media Headline Generation EMNLP 2023
ReTAG: Reasoning Aware Table to Analytic Text Generation EMNLP 2023
CiteBench: A Benchmark for Scientific Citation Text Generation EMNLP 2023
Instructive Dialogue Summarization with Query Aggregations EMNLP 2023
Enhancing Biomedical Lay Summarisation with External Knowledge Graphs EMNLP 2023
Background Summarization of Event Timelines EMNLP 2023
Detecting and Mitigating Hallucinations in Multilingual Summarisation EMNLP 2023
ORCHID: A Chinese Debate Corpus for Target-Independent Stance Detection and Argumentative Dialogue Summarization EMNLP 2023
SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation EMNLP 2023