Fetching the paper…
Reading the bibliography…
Multi-document summarization is a challenging task due to its inherent subjective bias, highlighted by the low inter-annotator ROUGE-1 score of 0.4 among DUC-2004 reference summaries.
Fine-tune BERT for extractive summarization
Liu, Y. 2019 · 1903
Earlier work this paper cites.
A cross-domain transferable neural coherence model
Xu, P.; Saghir, H.; Kang, J. S.; Long, T.; Bose, A. J.; Cao, Y.; and Cheung, J. C. K. 2019 · 1905
Earlier work this paper cites.
Multi-news: A large-scale multi-document summarization dataset and abstractive hierarchical model
Fabbri, A. R.; Li, I.; She, T.; Li, S.; and Radev, D. R. 2019 · 1906
Earlier work this paper cites.
Learning deep transformer models for machine translation
Wang, Q.; Li, B.; Xiao, T.; Zhu, J.; Li, C.; Wong, D. F.; and Chao, L. S. 2019 · 1906
Earlier work this paper cites.
Text summarization with pretrained encoders
Liu, Y.; and Lapata, M. 2019 · 1908
Earlier work this paper cites.
Sentence-bert: Sentence embeddings using siamese bert-networks
Reimers, N.; and Gurevych, I. 2019 · 1908
Earlier work this paper cites.
Lewis, M.; Liu, Y.; Goyal, N.; Ghazvininejad, M.; Mohamed, A.; Levy, O.; Stoyanov, V.; and Zettlemoyer, L. 2019 · 1910
Earlier work this paper cites.
Improving summarization performance by sentence compression: a pilot study
Lin, C.-Y. 2003 · 2003
Earlier work this paper cites.
Longformer: The long-document transformer
Beltagy, I.; Peters, M. E.; and Cohan, A. 2020 · 2004
Earlier work this paper cites.
A large-scale multi-document summarization dataset from the Wikipedia current events portal
Ghalandari, D. G.; Hokamp, C.; Pham, N. T.; Glover, J.; and Ifrim, G. 2020 · 2005
Earlier work this paper cites.
Aggregation via set partitioning for natural language generation
Barzilay, R.; and Lapata, M. 2006 · 2006
Earlier work this paper cites.
Sentence compression as a component of a multi-document summarization system
Zajic, D. M.; Dorr, B.; Lin, J.; and Schwartz, R. 2006 · 2006
Earlier work this paper cites.
Global inference for sentence compression: An integer linear programming approach
Clarke, J.; and Lapata, M. 2008 · 2008
Earlier work this paper cites.
Multi-document summarization via sentence-level semantic analysis and symmetric matrix factorization
Wang, D.; Li, T.; Zhu, S.; and Ding, C. 2008 · 2008
Earlier work this paper cites.
Affinity propagation: clustering data by passing messages
Dueck, D. 2009 · 2009
Cited alongside, same era.
A class of submodular functions for document summarization
Lin, H.; and Bilmes, J. 2011 · 2011
Cited alongside, same era.
Evaluating topic coherence using distributional semantics
Aletras, N.; and Stevenson, M. 2013 · 2013
Cited alongside, same era.
Fast and Robust Compressive Summarization with Dual Decomposition and Multi-Task Learning
Almeida, M. B.; and Martins, A. F. 2013 · 2013
Cited alongside, same era.
Towards coherent multi-document summarization
Christensen, J.; Soderland, S.; Etzioni, O.; et al. 2013 · 2013
Cited alongside, same era.
Subtree Extractive Summarization via Submodular Maximization
Morita, H.; Sasano, R.; Takamura, H.; and Okumura, M. 2013 · 2013
Cited alongside, same era.
Overview and importance of data quality for machine learning tasks
Jain, A.; Patel, H.; Nagalapatti, L.; Gupta, N.; Mehta, S.; Guttula, S.; Mujumdar, S.; Afzal, S.; Sharma Mittal, R.; and Munigala, V. 2020 · 2020
Later among the works it cites.
Extractive Summarization as Text Matching
Zhong, M.; Liu, P.; Chen, Y.; Wang, D.; Qiu, X.; and Huang, X.-J. 2020 · 2020
Later among the works it cites.
Ontology Graph Embeddings and ILP for Financial Forecasting
Erten, C.; and Kazakov, D. L. 2021 · 2021
Later among the works it cites.
Globalizing BERT-based transformer architectures for long document summarization
Grail, Q.; Perez, J.; and Gaussier, E. 2021 · 2021
Later among the works it cites.
Sentence-t5: Scalable sentence encoders from pre-trained text-to-text models
Ni, J.; Ábrego, G. H.; Constant, N.; Ma, J.; Hall, K. B.; Cer, D.; and Yang, Y. 2021 · 2021
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
News as discourse
Van Dijk, T. A. 2013 · 2013
Cited alongside, same era.
A neural attention model for abstractive sentence summarization
Rush, A. M.; Chopra, S.; and Weston, J. 2015 · 2015
Cited alongside, same era.
Abstractive sentence summarization with attentive recurrent neural networks
Chopra, S.; Auli, M.; and Rush, A. M. 2016 · 2016
Cited alongside, same era.
Get to the point: Summarization with pointer-generator networks
See, A.; Liu, P. J.; and Manning, C. D. 2017 · 2017
Cited alongside, same era.
A graph-to-sequence model for AMR-to-text generation
Song, L.; Zhang, Y.; Wang, Z.; and Gildea, D. 2018 · 2018
Cited alongside, same era.
Learning Neural Templates for Text Generation
Wiseman, S.; Shieber, S. M.; and Rush, A. M. 2018 · 2018
Cited alongside, same era.
Xiao, W.; Beltagy, I.; Carenini, G.; and Cohan, A. 2021 · 2021
Later among the works it cites.
Neural Natural Language Generation: A Survey on Multilinguality, Multimodality, Controllability and Learning
Erdem, E.; Kuyu, M.; Yagcioglu, S.; Frank, A.; Parcalabescu, L.; Plank, B.; Babii, A.; Turuta, O.; Erdem, A.; Calixto, I.; et al. 2022 · 2022
Later among the works it cites.
How” Multi” is Multi-Document Summarization?
Wolhandler, R.; Cattan, A.; Ernst, O.; and Dagan, I. 2022 · 2022
Later among the works it cites.
The internal state of an llm knows when its lying
Azaria, A.; and Mitchell, T. 2023 · 2023
Closest in time.
Extending context window of large language models via positional interpolation
Chen, S.; Wong, S.; Chen, L.; and Tian, Y. 2023 · 2023
Closest in time.
Li, Y. 2023 · 2023
Closest in time.
Penedo, G.; Malartic, Q.; Hesslow, D.; Cojocaru, R.; Cappelli, A.; Alobeidli, H.; Pannier, B.; Almazrouei, E.; and Launay, J. 2023 · 2023
Closest in time.
Llama: Open and efficient foundation language models
Touvron, H.; Lavril, T.; Izacard, G.; Martinet, X.; Lachaux, M.-A.; Lacroix, T.; Rozière, B.; Goyal, N.; Hambro, E.; Azhar, F.; et al. 2023 · 2023
Closest in time.