每日论文速递：自然语言处理相关（5月12日更新版）

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作者 | Mikhail Fain, Niall Twomey, Danushka Bollegala

链接 | https://arxiv.org/abs/2105.04971

备注 | SIGIR 2021

[12] BERT is to NLP what AlexNet is to CV: Can Pre-Trained Language Models Identify Analogies?

作者 | Asahi Ushio, Luis Espinosa-Anke, Steven Schockaert, Jose Camacho-Collados

链接 | https://arxiv.org/abs/2105.04949

备注 | Accepted by ACL 2021 main conference

[13] Role of Artificial Intelligence in Detection of Hateful Speech for Hinglish Data on Social Media

作者 | Ananya Srivastava, Mohammed Hasan, Bhargav Yagnik, Rahee Walambe, Ketan Kotecha

链接 | https://arxiv.org/abs/2105.04913

备注 | This work was presented at ICAAIML2020 and will be published in Lecture Notes in Electrical Engineering

[14] Conversational Entity Linking: Problem Definition and Datasets

作者 | Hideaki Joko, Faegheh Hasibi, Krisztian Balog, Arjen P. de Vries

链接 | https://arxiv.org/abs/2105.04903

[15] Benchmarking down-scaled (not so large) pre-trained language models

作者 | M. Aßenmacher, P. Schulze, C. Heumann

链接 | https://arxiv.org/abs/2105.04876

备注 | 14 pages, 5 figures

[16] Can You Traducir This? Machine Translation for Code-Switched Input

作者 | Jitao Xu (TLP), François Yvon (TLP)

链接 | https://arxiv.org/abs/2105.04846

[17] Investigating the Reordering Capability in CTC-based Non-Autoregressive End-to-End Speech Translation

作者 | Shun-Po Chuang, Yung-Sung Chuang, Chih-Chiang Chang, Hung-yi Lee

链接 | https://arxiv.org/abs/2105.04840

备注 | Accepted in Findings of ACL-IJCNLP 2021

[18] Rationalization through Concepts

作者 | Diego Antognini, Boi Faltings

链接 | https://arxiv.org/abs/2105.04837

备注 | Accepted at ACL 2021 (findings). 15 pages, 10 figures, 7 tables

[19] EL-Attention: Memory Efficient Lossless Attention for Generation

作者 | Yu Yan, Jiusheng Chen, Weizhen Qi, Nikhil Bhendawade, Yeyun Gong, Nan Duan, Ruofei Zhang

链接 | https://arxiv.org/abs/2105.04779

备注 | ICML 2021

[20] Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech

作者 | Pengwei Wang, Xin Ye, Xiaohuan Zhou, Jinghui Xie, Hao Wang

链接 | https://arxiv.org/abs/2105.04719

[21] Word-level Human Interpretable Scoring Mechanism for Novel Text Detection Using Tsetlin Machines

作者 | Bimal Bhattarai, Ole-Christoffer Granmo, Lei Jiao

链接 | https://arxiv.org/abs/2105.04708

备注 | 18 pages, 11 figures, 8 tables

[22] Assessing the Syntactic Capabilities of Transformer-based Multilingual Language Models

作者 | Laura Pérez-Mayos, Alba Táboas García, Simon Mille, Leo Wanner

链接 | https://arxiv.org/abs/2105.04688

备注 | To be published in Findings of ACL 2021

[23] What shall we do with an hour of data? Speech recognition for the un- and under-served languages of Common Voice

作者 | Francis M. Tyers, Josh Meyer

链接 | https://arxiv.org/abs/2105.04674

[24] GroupLink: An End-to-end Multitask Method for Word Grouping and Relation Extraction in Form Understanding

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