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Summarization

1599 directly classified papers

Papers per year

Papers

AraBART: a Pretrained Arabic Sequence-to-Sequence Model for Abstractive Summarization EMNLP 2022
Data Augmentation for Low-Resource Dialogue Summarization NAACL 2022
Improving Graph-Based Text Representations with Character and Word Level N-grams AACL 2022
LongT5: Efficient Text-To-Text Transformer for Long Sequences NAACL 2022
Efficient Few-Shot Fine-Tuning for Opinion Summarization NAACL 2022
Tractable & Coherent Multi-Document Summarization: Discrete Optimization of Multiple Neural Modeling Streams via Integer Linear Programming EMNLP 2022
Extractive Entity-Centric Summarization as Sentence Selection using Bi-Encoders AACL 2022
Post-Training Dialogue Summarization using Pseudo-Paraphrasing NAACL 2022
TANet: Thread-Aware Pretraining for Abstractive Conversational Summarization NAACL 2022
SueNes: A Weakly Supervised Approach to Evaluating Single-Document Summarization via Negative Sampling NAACL 2022
A Survey on Dialogue Summarization: Recent Advances and New Frontiers IJCAI 2022
AnswerSumm: A Manually-Curated Dataset and Pipeline for Answer Summarization NAACL 2022
Improving Graph-Based Text Representations with Character and Word Level N-grams IJCNLP 2022
Replicability under Near-Perfect Conditions – A Case-Study from Automatic Summarization ACL 2022
Human Guided Exploitation of Interpretable Attention Patterns in Summarization and Topic Segmentation EMNLP 2022
HEGEL: Hypergraph Transformer for Long Document Summarization EMNLP 2022
R-TeaFor: Regularized Teacher-Forcing for Abstractive Summarization EMNLP 2022
Impact of Evaluation Methodologies on Code Summarization ACL 2022
Neural Label Search for Zero-Shot Multi-Lingual Extractive Summarization ACL 2022
UniMS: A Unified Framework for Multimodal Summarization with Knowledge Distillation AAAI 2022
Interactive Query-Assisted Summarization via Deep Reinforcement Learning NAACL 2022
How “Multi” is Multi-Document Summarization? EMNLP 2022
On the Limitations of Reference-Free Evaluations of Generated Text EMNLP 2022
Comparative Opinion Summarization via Collaborative Decoding ACL 2022
Multi-LexSum: Real-world Summaries of Civil Rights Lawsuits at Multiple Granularities NIPS 2022