EMNLP - arXivDaily 期刊&会议

2010.04924 2020-10-13 cs.CL cs.AI cs.LG

On Long-Tailed Phenomena in Neural Machine Translation

Vikas Raunak, Siddharth Dalmia, Vivek Gupta, Florian Metze

Comments Accepted to Findings of EMNLP 2020

2010.04903 2020-10-13 cs.CL cs.AI

What Do Position Embeddings Learn? An Empirical Study of Pre-Trained Language Model Positional Encoding

Yu-An Wang, Yun-Nung Chen

Comments Accepted by EMNLP 2020

2010.04791 2020-10-13 cs.CL cs.AI

ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization

Shiyue Zhang, Benjamin Frey, Mohit Bansal

Comments EMNLP 2020 (19 pages)

2010.04755 2020-10-13 cs.CL

Investigating Cross-Linguistic Adjective Ordering Tendencies with a Latent-Variable Model

Jun Yen Leung, Guy Emerson, Ryan Cotterell

Comments 13 pages, 7 tables, 1 figure. To be published in EMNLP 2020 proceedings

2010.04746 2020-10-13 cs.CL

Solving Historical Dictionary Codes with a Neural Language Model

Christopher Chu, Raphael Valenti, Kevin Knight

Comments 10 pages, 6 figures. To appear in EMNLP 2020

2010.04744 2020-10-13 cs.CL

Learning to Pronounce Chinese Without a Pronunciation Dictionary

Christopher Chu, Scot Fang, Kevin Knight

Comments 7 pages. To appear in EMNLP 2020

2010.04736 2020-10-13 cs.CL cs.AI cs.CY cs.HC cs.LG

Evaluating and Characterizing Human Rationales

Samuel Carton, Anirudh Rathore, Chenhao Tan

Comments 14 pages, 15 figures, to appear in EMNLP 2020. Code is available at https://github.com/BoulderDS/evaluating-human-rationales

2010.04625 2020-10-13 cs.CL cs.AI cs.LG

Examining the Ordering of Rhetorical Strategies in Persuasive Requests

Omar Shaikh, Jiaao Chen, Jon Saad-Falcon, Duen Horng Chau, Diyi Yang

Comments Findings of EMNLP 2020

2010.04098 2020-10-13 cs.CL cs.AI

BERTering RAMS: What and How Much does BERT Already Know About Event Arguments? -- A Study on the RAMS Dataset

Varun Gangal, Eduard Hovy

Comments Accepted for the BlackBoxNLP 2020 Workshop @EMNLP 2020; Pre-camera-ready copy

2010.02983 2020-10-13 cs.CL cs.AI

Plug and Play Autoencoders for Conditional Text Generation

Florian Mai, Nikolaos Pappas, Ivan Montero, Noah A. Smith, James Henderson

Comments To be published in EMNLP 2020

2010.02481 2020-10-13 cs.CL cs.LG

Dynamic Semantic Matching and Aggregation Network for Few-shot Intent Detection

Hoang Nguyen, Chenwei Zhang, Congying Xia, Philip S. Yu

Comments 10 pages, 3 figures. To appear in Findings of EMNLP 2020

2010.02428 2020-10-13 cs.CL

UnQovering Stereotyping Biases via Underspecified Questions

Tao Li, Tushar Khot, Daniel Khashabi, Ashish Sabharwal, Vivek Srikumar

Comments Accepted at Findings of EMNLP 2020

2010.02307 2020-10-13 cs.CL cs.AI

KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation

Wenhu Chen, Yu Su, Xifeng Yan, William Yang Wang

Comments Accepted to Main Conference of EMNLP 2020 as Long Paper

2010.02256 2020-10-13 cs.CL cs.LG

An Ensemble Approach for Automatic Structuring of Radiology Reports

Morteza Pourreza Shahri, Amir Tahmasebi, Bingyang Ye, Henghui Zhu, Javed Aslam, Timothy Ferris

Comments Accepted by the 3rd Clinical NLP Workshop at EMNLP 2020

2010.01794 2020-10-13 cs.CL cs.AI cs.LG

GenAug: Data Augmentation for Finetuning Text Generators

Steven Y. Feng, Varun Gangal, Dongyeop Kang, Teruko Mitamura, Eduard Hovy

Comments EMNLP 2020 Deep Learning Inside Out (DeeLIO) Workshop; Code available at https://github.com/styfeng/GenAug

2009.12812 2020-10-13 cs.CL cs.LG cs.SD eess.AS

TernaryBERT: Distillation-aware Ultra-low Bit BERT

Wei Zhang, Lu Hou, Yichun Yin, Lifeng Shang, Xiao Chen, Xin Jiang, Qun Liu

Comments Accepted by EMNLP 2020

2008.01523 2020-10-13 cs.CL

A System for Worldwide COVID-19 Information Aggregation

Akiko Aizawa, Frederic Bergeron, Junjie Chen, Fei Cheng, Katsuhiko Hayashi, Kentaro Inui, Hiroyoshi Ito, Daisuke Kawahara, Masaru Kitsuregawa, Hirokazu Kiyomaru, Masaki Kobayashi, Takashi Kodama, Sadao Kurohashi, Qianying Liu, Masaki Matsubara, Yusuke Miyao, Atsuyuki Morishima, Yugo Murawaki, Kazumasa Omura, Haiyue Song, Eiichiro Sumita, Shinji Suzuki, Ribeka Tanaka, Yu Tanaka, Masashi Toyoda, Nobuhiro Ueda, Honai Ueoka, Masao Utiyama, Ying Zhong

Comments Accepted to EMNLP 2020 Workshop NLP-COVID

2005.11787 2020-10-13 cs.CL

Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers

Anne Lauscher, Olga Majewska, Leonardo F. R. Ribeiro, Iryna Gurevych, Nikolai Rozanov, Goran Glavaš

Comments EMNLP 2020 - DeeLIO, ECML 2020 - DECODEML, 5 pages, 4 tables, 3 references

2004.14967 2020-10-13 cs.CL

PlotMachines: Outline-Conditioned Generation with Dynamic Plot State Tracking

Hannah Rashkin, Asli Celikyilmaz, Yejin Choi, Jianfeng Gao

Comments EMNLP 2020

2004.14884 2020-10-13 cs.LG cs.CL cs.NE stat.ML

Few-Shot Learning for Opinion Summarization

Arthur Bražinskas, Mirella Lapata, Ivan Titov

Comments EMNLP 2020

2004.14846 2020-10-13 cs.CL cs.SD eess.AS

The role of context in neural pitch accent detection in English

Elizabeth Nielsen, Mark Steedman, Sharon Goldwater

Journal ref Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing

2004.12406 2020-10-13 cs.CL

Masking as an Efficient Alternative to Finetuning for Pretrained Language Models

Mengjie Zhao, Tao Lin, Fei Mi, Martin Jaggi, Hinrich Schütze

Comments EMNLP 2020; MZ and TL contribute equally

2004.12198 2020-10-13 cs.CL

Quantifying the Contextualization of Word Representations with Semantic Class Probing

Mengjie Zhao, Philipp Dufter, Yadollah Yaghoobzadeh, Hinrich Schütze

Comments EMNLP Findings 2020

2004.04092 2020-10-13 cs.CL cs.LG stat.ML

Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space

Chunyuan Li, Xiang Gao, Yuan Li, Baolin Peng, Xiujun Li, Yizhe Zhang, Jianfeng Gao

Comments Accepted in EMNLP 2020; Code: https://github.com/ChunyuanLI/Optimus Demo: http://aka.ms/optimus

1911.10354 2020-10-13 cs.CV cs.CL cs.LG

Unsupervised Keyword Extraction for Full-sentence VQA

Kohei Uehara, Tatsuya Harada

Comments EMNLP 2020 workshop: NLP Beyond Text (NLPBT)

1911.06154 2020-10-13 cs.CL cs.LG stat.ML

CCAligned: A Massive Collection of Cross-Lingual Web-Document Pairs

Ahmed El-Kishky, Vishrav Chaudhary, Francisco Guzman, Philipp Koehn

Comments EMNLP 2020

1911.02891 2020-10-13 cs.CL cs.LG

Improving Joint Training of Inference Networks and Structured Prediction Energy Networks

Lifu Tu, Richard Yuanzhe Pang, Kevin Gimpel

Comments EMNLP 2020 Workshop on Structured Prediction for NLP (SPNLP)

1809.00800 2020-10-13 cs.CL stat.ML

Pointwise HSIC: A Linear-Time Kernelized Co-occurrence Norm for Sparse Linguistic Expressions

Sho Yokoi, Sosuke Kobayashi, Kenji Fukumizu, Jun Suzuki, Kentaro Inui

Comments Accepted by EMNLP 2018

Journal ref EMNLP 2018

2010.04706 2020-10-12 cs.CL

Uncertainty over Uncertainty: Investigating the Assumptions, Annotations, and Text Measurements of Economic Policy Uncertainty

Katherine A. Keith, Christoph Teichmann, Brendan O'Connor, Edgar Meij

Comments Accepted to the 2020 Natural Language Processing + Computational Social Science Workshop (NLP+CSS) at EMNLP

Journal ref 2020 Natural Language Processing + Computational Social Science Workshop (NLP+CSS) at EMNLP

2010.04665 2020-10-12 cs.CL cs.IR

Scaling Systematic Literature Reviews with Machine Learning Pipelines

Seraphina Goldfarb-Tarrant, Alexander Robertson, Jasmina Lazic, Theodora Tsouloufi, Louise Donnison, Karen Smyth

Comments In EMNLP 2020 Scholarly Document Processing Workshop