Junki Ohmura

Measuring Social Bias in Knowledge Graph Embeddings Joseph Fisher https://arxiv.org/abs/1912.02761 ## 概要 昨今問題になっている埋め込みにバイアスが含まれてしまう問題，単語埋め込みは調べられているが，知識グラフ埋め込みに関してはなかったので調査．WikipediaとFreebaseで調査．単語埋め込みであったように，バイアスがあり，女性はhomekeeperなどの傾向が見つかってしまった．

Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline Vishvak Murahari, Dhruv Batra, Devi Parikh, Abhishek Das https://arxiv.org/abs/1912.02379

Multi-Grained Named Entity Recognition Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip Yu In ACL 2019 as a long paper https://arxiv.org/abs/1906.08449

A Survey on Recent Advances in Named Entity Recognition from Deep Learning models Vikas Yadav, Steven Bethard Published at COLING 2018 https://arxiv.org/abs/1910.11470

A Unified MRC Framework for Named Entity Recognition Xiaoya Li, Jingrong Feng, Yuxian Meng, Qinghong Han, Fei Wu, Jiwei Li preprint https://arxiv.org/abs/1910.11476

TutorialVQA: Question Answering Dataset for Tutorial Videos Anthony Colas, Seokhwan Kim, Franck Dernoncourt, Siddhesh Gupte, Daisy Zhe Wang, Doo Soon Kim https://arxiv.org/abs/1912.01046 ## 概要 チュートリアルビデオを使ったQAコーパス．質問とビデオクリップを入力に，インストラクションが行われているクリップ内の範囲を答えるタスク．6000の手で付けたトリプルのアノテーション付き！

Neural Ranking Models with Multiple Document Fields Hamed Zamani, Bhaskar Mitra, Xia Song, Nick Craswell, Saurabh Tiwary To Appear in Proceedings of the 11th ACM International Conference on Web Search...

Product Knowledge Graph Embedding for E-commerce Da Xu, Chuanwei Ruan, Evren Korpeoglu, Sushant Kumar, Kannan Achan https://arxiv.org/abs/1911.12481

JParaCrawl: A Large Scale Web-Based English-Japanese Parallel Corpus Makoto Morishita, Jun Suzuki, Masaaki Nagata https://arxiv.org/abs/1911.10668 http://www.kecl.ntt.co.jp/icl/lirg/jparacrawl/ ## 概要 Webクロールベースの８７０万の日英ペア文のコーパスを公開

How to Ask Better Questions? A Large-Scale Multi-Domain Dataset for Rewriting Ill-Formed Questions Zewei Chu, Mingda Chen, Jing Chen, Miaosen Wang, Kevin Gimpel, Manaal Faruqui, Xiance Si AAAI 2020 https://arxiv.org/abs/1911.09247