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Image captioning has emerged as an interesting research field in recent years due to its broad application scenarios.
Facebook FAIR’s WMT19 News Translation Task Submission
Ng, N.; Yee, K.; Baevski, A.; Ott, M.; Auli, M.; and Edunov, S. 2019 · 1907
Earlier work this paper cites.
BLEU: a method for automatic evaluation of machine translation
Papineni, K.; Roukos, S.; Ward, T.; and Zhu, W.-J. 2002 · 2002
Earlier work this paper cites.
XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalization
Hu, J.; Ruder, S.; Siddhant, A.; Neubig, G.; Firat, O.; and Johnson, M. 2020 · 2003
Earlier work this paper cites.
Rouge: A package for automatic evaluation of summaries
Lin, C.-Y. 2004 · 2004
Earlier work this paper cites.
Meteor universal: Language specific translation evaluation for any target language
Denkowski, M.; and Lavie, A. 2014 · 2014
Earlier work this paper cites.
Microsoft coco: Common objects in context
Lin, T.-Y.; Maire, M.; Belongie, S.; Hays, J.; Perona, P.; Ramanan, D.; Dollár, P.; and Zitnick, C. L. 2014 · 2014
Earlier work this paper cites.
UM-Corpus: A Large English-Chinese Parallel Corpus for Statistical Machine Translation
Tian, L.; Wong, D. F.; Chao, L. S.; Quaresma, P.; Oliveira, F.; and Yi, L. 2014 · 2014
Earlier work this paper cites.
Faster r-cnn: Towards real-time object detection with region proposal networks
Ren, S.; He, K.; Girshick, R.; and Sun, J. 2015 · 2015
Earlier work this paper cites.
Generating semantically precise scene graphs from textual descriptions for improved image retrieval
Schuster, S.; Krishna, R.; Chang, A.; Fei-Fei, L.; and Manning, C. D. 2015 · 2015
Earlier work this paper cites.
Cider: Consensus-based image description evaluation
Vedantam, R.; Lawrence Zitnick, C.; and Parikh, D. 2015 · 2015
Earlier work this paper cites.
Show and tell: A neural image caption generator
Vinyals, O.; Toshev, A.; Bengio, S.; and Erhan, D. 2015 · 2015
Earlier work this paper cites.
Spice: Semantic propositional image caption evaluation
Anderson, P.; Fernando, B.; Johnson, M.; and Gould, S. 2016 · 2016
Earlier work this paper cites.
Rich image captioning in the wild
Tran, K.; He, X.; Zhang, L.; Sun, J.; Carapcea, C.; Thrasher, C.; Buehler, C.; and Sienkiewicz, C. 2016 · 2016
Earlier work this paper cites.
Google’s neural machine translation system: Bridging the gap between human and machine translation
Wu, Y.; Schuster, M.; Chen, Z.; Le, Q. V.; Norouzi, M.; Macherey, W.; Krikun, M.; Cao, Y.; Gao, Q.; Macherey, K.; et al. 2016 · 2016
Cited alongside, same era.
Visual genome: Connecting language and vision using crowdsourced dense image annotations
Krishna, R.; Zhu, Y.; Groth, O.; Johnson, J.; Hata, K.; Kravitz, J.; Chen, S.; Kalantidis, Y.; Li, L.-J.; Shamma, D. A.; et al. 2017 · 2017
Cited alongside, same era.
Fluency-guided cross-lingual image captioning
Lan, W.; Li, X.; and Dong, J. 2017 · 2017
Cited alongside, same era.
Self-critical sequence training for image captioning
Rennie, S. J.; Marcheret, E.; Mroueh, Y.; Ross, J.; and Goel, V. 2017 · 2017
Cited alongside, same era.
AI Challenger: A Large-scale Dataset for Going Deeper in Image Understanding
Wu, J.; Zheng, H.; Zhao, B.; Li, Y.; Yan, B.; Liang, R.; Wang, W.; Zhou, S.; Lin, G.; Fu, Y.; et al. 2017 · 2017
Findings of the 2019 conference on machine translation (wmt19)
Barrault, L.; Bojar, O.; Costa-Jussà, M. R.; Federmann, C.; Fishel, M.; Graham, Y.; Haddow, B.; Huck, M.; Koehn, P.; Malmasi, S.; et al. 2019 · 2019
Later among the works it cites.
Ethnologue: Languages of the World
Eberhard, D. M.; Simons, G. F.; and Fennig, C. D., eds. 2019 · 2019
Later among the works it cites.
ParaCrawl: Web-scale parallel corpora for the languages of the EU
Esplà, M.; Forcada, M.; Ramírez-Sánchez, G.; and Hoang, H. 2019 · 2019
Later among the works it cites.
Unsupervised image captioning
Feng, Y.; Ma, L.; Liu, W.; and Luo, J. 2019 · 2019
Later among the works it cites.
Unpaired image captioning via scene graph alignments
Gu, J.; Joty, S.; Cai, J.; Zhao, H.; Yang, X.; and Wang, G. 2019 · 2019
Later among the works it cites.
Towards Unsupervised Image Captioning with Shared Multimodal Embeddings
Laina, I.; Rupprecht, C.; and Navab, N. 2019 · 2019
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Cited alongside, same era.
Unpaired image-to-image translation using cycle-consistent adversarial networks
Zhu, J.-Y.; Park, T.; Isola, P.; and Efros, A. A. 2017 · 2017
Cited alongside, same era.
Bottom-up and top-down attention for image captioning and visual question answering
Anderson, P.; He, X.; Buehler, C.; Teney, D.; Johnson, M.; Gould, S.; and Zhang, L. 2018 · 2018
Cited alongside, same era.
XNLI: Evaluating Cross-lingual Sentence Representations
Conneau, A.; Rinott, R.; Lample, G.; Williams, A.; Bowman, S.; Schwenk, H.; and Stoyanov, V. 2018 · 2018
Cited alongside, same era.
Unpaired image captioning by language pivoting
Gu, J.; Joty, S.; Cai, J.; and Wang, G. 2018 · 2018
Cited alongside, same era.
Image generation from scene graphs
Johnson, J.; Gupta, A.; and Fei-Fei, L. 2018 · 2018
Cited alongside, same era.
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion
Joulin, A.; Bojanowski, P.; Mikolov, T.; Jégou, H.; and Grave, E. 2018 · 2018
Cited alongside, same era.
Scene graph parsing as dependency parsing
Wang, Y.-S.; Liu, C.; Zeng, X.; and Yuille, A. 2018 · 2018
Cited alongside, same era.
Later among the works it cites.
COCO-CN for Cross-Lingual Image Tagging, Captioning, and Retrieval
Li, X.; Xu, C.; Wang, X.; Lan, W.; Jia, Z.; Yang, G.; and Xu, J. 2019 · 2019
Later among the works it cites.
Unpaired Cross-lingual Image Caption Generation with Self-Supervised Rewards
Song, Y.; Chen, S.; Zhao, Y.; and Jin, Q. 2019 · 2019
Later among the works it cites.
NLP Chinese Corpus: Large Scale Chinese Corpus for NLP
Xu, B. 2019 · 2019
Later among the works it cites.
Auto-encoding scene graphs for image captioning
Yang, X.; Tang, K.; Zhang, H.; and Cai, J. 2019 · 2019
Later among the works it cites.
Self-supervised relationship probing
Gu, J.; Kuen, J.; Joty, S.; Cai, J.; Morariu, V.; Zhao, H.; and Sun, T. 2020 · 2020
Closest in time.
Comprehensive Image Captioning via Scene Graph Decomposition
Zhong, Y.; Wang, L.; Chen, J.; Yu, D.; and Li, Y. 2020 · 2020
Closest in time.
In Defense of Scene Graphs for Image Captioning
Nguyen, K.; Tripathi, S.; Du, B.; Guha, T.; and Nguyen, T. Q. 2021 · 2021
Closest in time.