Can Cognate Prediction Be Modelled as a Low-Resource Machine Translation Task?, pdf, code

@inproceedings{fourrier-etal-2021-cognate,
    title = "Can Cognate Prediction Be Modelled as a Low-Resource Machine Translation Task?",
    author = "Fourrier, Cl{\'e}mentine  and
      Bawden, Rachel  and
      Sagot, Beno{\^\i}t",
    booktitle = "Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.findings-acl.75",
    doi = "10.18653/v1/2021.findings-acl.75",
    pages = "847--861",

}

OntoEA: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding, pdf, code

@inproceedings{xiang-etal-2021-ontoea,
    title = "{O}nto{EA}: Ontology-guided Entity Alignment via Joint Knowledge Graph Embedding",
    author = "Xiang, Yuejia  and
      Zhang, Ziheng  and
      Chen, Jiaoyan  and
      Chen, Xi  and
      Lin, Zhenxi  and
      Zheng, Yefeng",
    booktitle = "Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.findings-acl.96",
    doi = "10.18653/v1/2021.findings-acl.96",
    pages = "1117--1128",
}

As Good as New. How to Successfully Recycle English GPT-2 to Make Models for Other Languages, pdf, code

@inproceedings{de-vries-nissim-2021-good,
    title = "As Good as New. How to Successfully Recycle {E}nglish {GPT}-2 to Make Models for Other Languages",
    author = "de Vries, Wietse  and
      Nissim, Malvina",
    booktitle = "Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.findings-acl.74",
    doi = "10.18653/v1/2021.findings-acl.74",
    pages = "836--846",
}

Parallel Attention Network with Sequence Matching for Video Grounding, pdf, (code link is broken)

@inproceedings{zhang-etal-2021-parallel,
    title = "Parallel Attention Network with Sequence Matching for Video Grounding",
    author = "Zhang, Hao  and
      Sun, Aixin  and
      Jing, Wei  and
      Zhen, Liangli  and
      Zhou, Joey Tianyi  and
      Goh, Siow Mong Rick",
    booktitle = "Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.findings-acl.69",
    doi = "10.18653/v1/2021.findings-acl.69",
    pages = "776--790",
}

REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training, pdf, code

@inproceedings{jiao-etal-2021-rept,
    title = "{REPT}: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training",
    author = "Jiao, Fangkai  and
      Guo, Yangyang  and
      Niu, Yilin  and
      Ji, Feng  and
      Li, Feng-Lin  and
      Nie, Liqiang",
    booktitle = "Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.findings-acl.13",
    doi = "10.18653/v1/2021.findings-acl.13",
    pages = "150--163",
}

Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking, pdf, [code[(https://github.com/elliotschu/crosslingual-el) (not open source)

@inproceedings{schumacher-etal-2021-cross,
    title = "Cross-Lingual Transfer in Zero-Shot Cross-Language Entity Linking",
    author = "Schumacher, Elliot  and
      Mayfield, James  and
      Dredze, Mark",
    booktitle = "Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.findings-acl.52",
    doi = "10.18653/v1/2021.findings-acl.52",
    pages = "583--595",
}

WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections, pdf, code

@inproceedings{chen-etal-2021-wikitablet,
    title = "{W}iki{T}able{T}: A Large-Scale Data-to-Text Dataset for Generating {W}ikipedia Article Sections",
    author = "Chen, Mingda  and
      Wiseman, Sam  and
      Gimpel, Kevin",
    booktitle = "Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.findings-acl.17",
    doi = "10.18653/v1/2021.findings-acl.17",
    pages = "193--209",
}

Discrete Cosine Transform as Universal Sentence Encoder, pdf

@inproceedings{almarwani-diab-2021-discrete,
    title = "Discrete Cosine Transform as Universal Sentence Encoder",
    author = "Almarwani, Nada  and
      Diab, Mona",
    booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.acl-short.53",
    doi = "10.18653/v1/2021.acl-short.53",
    pages = "419--426",
}

mTVR: Multilingual Moment Retrieval in Videos, pdf, dataset

@inproceedings{lei-etal-2021-mtvr,
    title = "m{TVR}: Multilingual Moment Retrieval in Videos",
    author = "Lei, Jie  and
      Berg, Tamara  and
      Bansal, Mohit",
    booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.acl-short.92",
    doi = "10.18653/v1/2021.acl-short.92",
    pages = "726--734",
}

nmT5 - Is parallel data still relevant for pre-training massively multilingual language models?, pdf

@inproceedings{kale-etal-2021-nmt5,
    title = "nm{T}5 - Is parallel data still relevant for pre-training massively multilingual language models?",
    author = "Kale, Mihir  and
      Siddhant, Aditya  and
      Al-Rfou, Rami  and
      Xue, Linting  and
      Constant, Noah  and
      Johnson, Melvin",
    booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.acl-short.87",
    doi = "10.18653/v1/2021.acl-short.87",
    pages = "683--691",
}

Anchor-based Bilingual Word Embeddings for Low-Resource Languages, pdf, website

@inproceedings{eder-etal-2021-anchor,
    title = "Anchor-based Bilingual Word Embeddings for Low-Resource Languages",
    author = "Eder, Tobias  and
      Hangya, Viktor  and
      Fraser, Alexander",
    booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.acl-short.30",
    doi = "10.18653/v1/2021.acl-short.30",
    pages = "227--232",
}

DefSent: Sentence Embeddings using Definition Sentences, pdf, code (not open source)

@inproceedings{tsukagoshi-etal-2021-defsent,
    title = "{D}ef{S}ent: Sentence Embeddings using Definition Sentences",
    author = "Tsukagoshi, Hayato  and
      Sasano, Ryohei  and
      Takeda, Koichi",
    booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.acl-short.52",
    doi = "10.18653/v1/2021.acl-short.52",
    pages = "411--418",
}

Is Sparse Attention more Interpretable? pdf

@inproceedings{meister-etal-2021-sparse,
    title = "Is Sparse Attention more Interpretable?",
    author = "Meister, Clara  and
      Lazov, Stefan  and
      Augenstein, Isabelle  and
      Cotterell, Ryan",
    booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.acl-short.17",
    doi = "10.18653/v1/2021.acl-short.17",
    pages = "122--129",
}

Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation, pdf, code (not open source)

@inproceedings{xu-etal-2021-bilingual,
    title = "Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation",
    author = "Xu, Yangyifan  and
      Liu, Yijin  and
      Meng, Fandong  and
      Zhang, Jiajun  and
      Xu, Jinan  and
      Zhou, Jie",
    booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.acl-short.65",
    doi = "10.18653/v1/2021.acl-short.65",
    pages = "511--516",
}

X-Fact: A New Benchmark Dataset for Multilingual Fact Checking, pdf, dataset

@inproceedings{gupta-srikumar-2021-x,
    title = "{X}-Fact: A New Benchmark Dataset for Multilingual Fact Checking",
    author = "Gupta, Ashim  and
      Srikumar, Vivek",
    booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.acl-short.86",
    doi = "10.18653/v1/2021.acl-short.86",
    pages = "675--682",
}

An Improved Model for Voicing Silent Speech, pdf, code

@inproceedings{gaddy-klein-2021-improved,
    title = "An Improved Model for Voicing Silent Speech",
    author = "Gaddy, David  and
      Klein, Dan",
    booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.acl-short.23",
    doi = "10.18653/v1/2021.acl-short.23",
    pages = "175--181",
}

Higher-order Derivatives of Weighted Finite-state Machines, pdf, code

@inproceedings{zmigrod-etal-2021-higher,
    title = "Higher-order Derivatives of Weighted Finite-state Machines",
    author = "Zmigrod, Ran  and
      Vieira, Tim  and
      Cotterell, Ryan",
    booktitle = "Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)",
    month = aug,
    year = "2021",
    address = "Online",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2021.acl-short.32",
    doi = "10.18653/v1/2021.acl-short.32",
    pages = "240--248",
}