EMNLP - arXivDaily 期刊&会议

2010.04650 2020-10-12 cs.CL cs.LG

LSTMs Compose (and Learn) Bottom-Up

Naomi Saphra, Adam Lopez

Comments Published in EMNLP Findings 2020. arXiv admin note: substantial text overlap with arXiv:2004.13195

2010.04641 2020-10-12 cs.CL

High-order Semantic Role Labeling

Zuchao Li, Hai Zhao, Rui Wang, Kevin Parnow

Comments EMNLP 2020, ACL Findings

2010.04576 2020-10-12 cs.CL cs.AI cs.SI

HENIN: Learning Heterogeneous Neural Interaction Networks for Explainable Cyberbullying Detection on Social Media

Hsin-Yu Chen, Cheng-Te Li

Comments EMNLP 2020 long paper. Code is available at https://github.com/HsinYu7330/HENIN

2010.04529 2020-10-12 cs.CL

What Have We Achieved on Text Summarization?

Dandan Huang, Leyang Cui, Sen Yang, Guangsheng Bao, Kun Wang, Jun Xie, Yue Zhang

Comments Accepted by EMNLP 2020

2010.04438 2020-10-12 cs.CL cs.LG stat.ML

Multichannel Generative Language Model: Learning All Possible Factorizations Within and Across Channels

Harris Chan, Jamie Kiros, William Chan

Comments 10 pages (+3 appendix), 11 figures, 5 tables. Accepted to Findings of EMNLP 2020

2010.04411 2020-10-12 cs.CL

Uncertainty-Aware Semantic Augmentation for Neural Machine Translation

Xiangpeng Wei, Heng Yu, Yue Hu, Rongxiang Weng, Luxi Xing, Weihua Luo

Comments Accepted to EMNLP 2020, 12 pages, 2 figures, 9 tables

2010.04383 2020-10-12 cs.CL

Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text Generation

Yan Zhang, Zhijiang Guo, Zhiyang Teng, Wei Lu, Shay B. Cohen, Zuozhu Liu, Lidong Bing

Comments Accepted to EMNLP 2020, long paper

2010.04380 2020-10-12 cs.CL

Token-level Adaptive Training for Neural Machine Translation

Shuhao Gu, Jinchao Zhang, Fandong Meng, Yang Feng, Wanying Xie, Jie Zhou, Dong Yu

Comments 12 pages; Accepted by EMNLP 2020

2010.04362 2020-10-12 cs.CL

Constrained Decoding for Computationally Efficient Named Entity Recognition Taggers

Brian Lester, Daniel Pressel, Amy Hemmeter, Sagnik Ray Choudhury, Srinivas Bangalore

Comments Findings of EMNLP 2020

2010.04344 2020-10-12 cs.CL cs.AI

Plug-and-Play Conversational Models

Andrea Madotto, Etsuko Ishii, Zhaojiang Lin, Sumanth Dathathri, Pascale Fung

Comments Accepted in EMNLP findings, and code available at https://github.com/andreamad8/PPCM

2010.04332 2020-10-12 cs.CL

Langsmith: An Interactive Academic Text Revision System

Takumi Ito, Tatsuki Kuribayashi, Masatoshi Hidaka, Jun Suzuki, Kentaro Inui

Comments Accepted at EMNLP 2020 (system demonstrations)

2010.04314 2020-10-12 cs.CL

Dynamic Context Selection for Document-level Neural Machine Translation via Reinforcement Learning

Xiaomian Kang, Yang Zhao, Jiajun Zhang, Chengqing Zong

Comments Accepted to EMNLP 2020 long paper

2010.04303 2020-10-12 cs.CL cs.FL cs.LG

How Can Self-Attention Networks Recognize Dyck-n Languages?

Javid Ebrahimi, Dhruv Gelda, Wei Zhang

Journal ref Findings of EMNLP 2020

2010.04295 2020-10-12 cs.LG cs.AI cs.CL cs.HC

Widget Captioning: Generating Natural Language Description for Mobile User Interface Elements

Yang Li, Gang Li, Luheng He, Jingjie Zheng, Hong Li, Zhiwei Guan

Comments 16 pages, EMNLP 2020

2010.04245 2020-10-12 cs.CL cs.AI cs.LG

Query-Key Normalization for Transformers

Alex Henry, Prudhvi Raj Dachapally, Shubham Pawar, Yuxuan Chen

Comments 8 pages, 2 figures, accepted at Findings of EMNLP 2020

2010.03813 2020-10-12 cs.CL cs.LG

On the importance of pre-training data volume for compact language models

Vincent Micheli, Martin d'Hoffschmidt, François Fleuret

Comments EMNLP 2020; typo corrected

2010.03532 2020-10-12 cs.CL cs.AI cs.LG

What Can We Learn from Collective Human Opinions on Natural Language Inference Data?

Yixin Nie, Xiang Zhou, Mohit Bansal

Comments EMNLP 2020 (13 pages)

2010.03494 2020-10-12 cs.CL

TeaForN: Teacher-Forcing with N-grams

Sebastian Goodman, Nan Ding, Radu Soricut

Comments to be published in EMNLP 2020

2010.02600 2020-10-12 cs.CL cs.AI

Converting the Point of View of Messages Spoken to Virtual Assistants

Isabelle G. Lee, Vera Zu, Sai Srujana Buddi, Dennis Liang, Purva Kulkarni, Jack G. M. Fitzgerald

Comments 10 pages, 11 figures, Findings of EMNLP 2020

2010.02495 2020-10-12 cs.CL cs.AI cs.LG

Joint Turn and Dialogue level User Satisfaction Estimation on Multi-Domain Conversations

Praveen Kumar Bodigutla, Aditya Tiwari, Josep Valls Vargas, Lazaros Polymenakos, Spyros Matsoukas

Comments Findings of EMNLP, 2020

2010.02069 2020-10-12 cs.CL cs.AI

The Grammar of Emergent Languages

Oskar van der Wal, Silvan de Boer, Elia Bruni, Dieuwke Hupkes

Comments Accepted at EMNLP 2020

2009.09870 2020-10-12 cs.CL cs.AI

Content Planning for Neural Story Generation with Aristotelian Rescoring

Seraphina Goldfarb-Tarrant, Tuhin Chakrabarty, Ralph Weischedel, Nanyun Peng

Comments EMNLP 2020, 9 pages

2006.15830 2020-10-12 cs.CL cs.AI cs.LG

Answering Questions on COVID-19 in Real-Time

Jinhyuk Lee, Sean S. Yi, Minbyul Jeong, Mujeen Sung, Wonjin Yoon, Yonghwa Choi, Miyoung Ko, Jaewoo Kang

Comments 10 pages, EMNLP NLP-COVID Workshop 2020

2005.00706 2020-10-12 cs.CL cs.CV

A Benchmark for Structured Procedural Knowledge Extraction from Cooking Videos

Frank F. Xu, Lei Ji, Botian Shi, Junyi Du, Graham Neubig, Yonatan Bisk, Nan Duan

Comments Accepted by NLP Beyond Text - First International Workshop on Natural Language Processing Beyond Text @ EMNLP 2020

2004.14989 2020-10-12 cs.CL

A Study in Improving BLEU Reference Coverage with Diverse Automatic Paraphrasing

Rachel Bawden, Biao Zhang, Lisa Yankovskaya, Andre Tättar, Matt Post

Comments Accepted in the Findings of EMNLP 2020

2004.14513 2020-10-12 cs.CL

Asking without Telling: Exploring Latent Ontologies in Contextual Representations

Julian Michael, Jan A. Botha, Ian Tenney

Comments 21 pages, 8 figures, 11 tables. Published in EMNLP 2020

2004.02127 2020-10-12 cs.CL

Reference Language based Unsupervised Neural Machine Translation

Zuchao Li, Hai Zhao, Rui Wang, Masao Utiyama, Eiichiro Sumita

Comments EMNLP 2020, ACL Findings

1909.03759 2020-10-12 cs.CL cs.AI

Neural Conversational QA: Learning to Reason v.s. Exploiting Patterns

Nikhil Verma, Abhishek Sharma, Dhiraj Madan, Danish Contractor, Harshit Kumar, Sachindra Joshi

Comments Accepted at EMNLP 2020. NOTE: An older version of this paper presented a model called 'UrcaNet'. Please view the v1 version of this paper on arxiv for details on that model. This version does not contain UrcaNet

1908.09083 2020-10-12 cs.CL

Multi-view Story Characterization from Movie Plot Synopses and Reviews

Sudipta Kar, Gustavo Aguilar, Mirella Lapata, Thamar Solorio

Comments EMNLP 2020

1901.09501 2020-10-12 cs.CL cs.AI cs.LG

Data-to-Text Generation with Style Imitation

Shuai Lin, Wentao Wang, Zichao Yang, Xiaodan Liang, Frank F. Xu, Eric Xing, Zhiting Hu

Comments Accepted by EMNLP 2020 Findings. Significant updates over the previous version. Code & data are available at https://github.com/ha-lins/DTG-SI