EMNLP - arXivDaily 期刊&会议

2010.00571 2020-10-06 cs.CL cs.AI cs.IR cs.LG

Understanding tables with intermediate pre-training

Julian Martin Eisenschlos, Syrine Krichene, Thomas Müller

Comments Accepted to EMNLP Findings 2020

2010.00153 2020-10-06 cs.CL

Examining the rhetorical capacities of neural language models

Zining Zhu, Chuer Pan, Mohamed Abdalla, Frank Rudzicz

Comments EMNLP 2020 BlackboxNLP Workshop

2009.12506 2020-10-06 cs.CL

Learning to Plan and Realize Separately for Open-Ended Dialogue Systems

Sashank Santhanam, Zhuo Cheng, Brodie Mather, Bonnie Dorr, Archna Bhatia, Bryanna Hebenstreit, Alan Zemel, Adam Dalton, Tomek Strzalkowski, Samira Shaikh

Comments Accepted at EMNLP 2020 (Findings)

2009.10195 2020-10-06 cs.CL cs.LG stat.ML

SSMBA: Self-Supervised Manifold Based Data Augmentation for Improving Out-of-Domain Robustness

Nathan Ng, Kyunghyun Cho, Marzyeh Ghassemi

Comments 16 pages, 8 figures, to be published in EMNLP 2020

2009.09417 2020-10-06 cs.CL cs.LG

F^2-Softmax: Diversifying Neural Text Generation via Frequency Factorized Softmax

Byung-Ju Choi, Jimin Hong, David Keetae Park, Sang Wan Lee

Comments EMNLP 2020

2009.08942 2020-10-06 cs.CL cs.LG

Generating similes effortlessly like a Pro: A Style Transfer Approach for Simile Generation

Tuhin Chakrabarty, Smaranda Muresan, Nanyun Peng

Comments EMNLP 2020

2009.07615 2020-10-06 cs.CL

Neural Dialogue State Tracking with Temporally Expressive Networks

Junfan Chen, Richong Zhang, Yongyi Mao, Jie Xu

Comments Accepted by Findings of EMNLP 2020

2005.10200 2020-10-06 cs.CL cs.LG

BERTweet: A pre-trained language model for English Tweets

Dat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen

Comments In Proceedings of EMNLP 2020: System Demonstrations

2004.14974 2020-10-06 cs.CL

Fact or Fiction: Verifying Scientific Claims

David Wadden, Shanchuan Lin, Kyle Lo, Lucy Lu Wang, Madeleine van Zuylen, Arman Cohan, Hannaneh Hajishirzi

Comments EMNLP 2020. GitHub: https://github.com/allenai/scifact. Leaderboard and demo: https://scifact.apps.allenai.org

2004.14201 2020-10-06 cs.CL cs.AI cs.IR

Leveraging Declarative Knowledge in Text and First-Order Logic for Fine-Grained Propaganda Detection

Ruize Wang, Duyu Tang, Nan Duan, Wanjun Zhong, Zhongyu Wei, Xuanjing Huang, Daxin Jiang, Ming Zhou

Comments Accepted as a long paper to EMNLP 2020

2004.10645 2020-10-06 cs.CL cs.AI

AmbigQA: Answering Ambiguous Open-domain Questions

Sewon Min, Julian Michael, Hannaneh Hajishirzi, Luke Zettlemoyer

Comments Published as a conference paper at EMNLP 2020 (long)

2004.09813 2020-10-06 cs.CL

Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation

Nils Reimers, Iryna Gurevych

Comments Accepted at EMNLP 2020

2004.03875 2020-10-06 cs.CL

Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation

Dayiheng Liu, Yeyun Gong, Jie Fu, Wei Liu, Yu Yan, Bo Shao, Daxin Jiang, Jiancheng Lv, Nan Duan

Comments Accepted at EMNLP 2020

2004.03720 2020-10-06 cs.CL

Byte Pair Encoding is Suboptimal for Language Model Pretraining

Kaj Bostrom, Greg Durrett

Comments 5 pages, 3 figures. To be published in Findings of EMNLP 2020

2004.03289 2020-10-06 cs.CL

KorNLI and KorSTS: New Benchmark Datasets for Korean Natural Language Understanding

Jiyeon Ham, Yo Joong Choe, Kyubyong Park, Ilji Choi, Hyungjoon Soh

Comments Findings of EMNLP 2020. Datasets available at https://github.com/kakaobrain/KorNLUDatasets

2003.00744 2020-10-06 cs.CL cs.AI

PhoBERT: Pre-trained language models for Vietnamese

Dat Quoc Nguyen, Anh Tuan Nguyen

Comments EMNLP 2020 (Findings)

2002.10260 2020-10-06 cs.CL

Fixed Encoder Self-Attention Patterns in Transformer-Based Machine Translation

Alessandro Raganato, Yves Scherrer, Jörg Tiedemann

Comments Accepted to Findings of EMNLP 2020

2002.02925 2020-10-06 cs.CL cs.LG

BERT-of-Theseus: Compressing BERT by Progressive Module Replacing

Canwen Xu, Wangchunshu Zhou, Tao Ge, Furu Wei, Ming Zhou

Comments EMNLP 2020

2002.02492 2020-10-06 cs.LG cs.CL stat.ML

Consistency of a Recurrent Language Model With Respect to Incomplete Decoding

Sean Welleck, Ilia Kulikov, Jaedeok Kim, Richard Yuanzhe Pang, Kyunghyun Cho

Comments EMNLP 2020

1909.13375 2020-10-06 cs.CL

A Simple and Effective Model for Answering Multi-span Questions

Elad Segal, Avia Efrat, Mor Shoham, Amir Globerson, Jonathan Berant

Comments EMNLP 2020

1909.02560 2020-10-06 cs.CL

Robustness to Modification with Shared Words in Paraphrase Identification

Zhouxing Shi, Minlie Huang

Comments Findings of EMNLP 2020

1906.12035 2020-10-06 cs.CL cs.AI

A Concise Model for Multi-Criteria Chinese Word Segmentation with Transformer Encoder

Xipeng Qiu, Hengzhi Pei, Hang Yan, Xuanjing Huang

Comments Findings of EMNLP 2020

2010.01080 2020-10-05 cs.CL

HUMAN: Hierarchical Universal Modular ANnotator

Moritz Wolf, Dana Ruiter, Ashwin Geet D'Sa, Liane Reiners, Jan Alexandersson, Dietrich Klakow

Comments 7 pages, 4 figures, EMNLP - Demonstrations 2020

2010.01057 2020-10-05 cs.CL cs.LG

LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention

Ikuya Yamada, Akari Asai, Hiroyuki Shindo, Hideaki Takeda, Yuji Matsumoto

Comments EMNLP 2020

2010.01054 2020-10-05 cs.CL

Unsupervised Text Style Transfer with Padded Masked Language Models

Eric Malmi, Aliaksei Severyn, Sascha Rothe

Comments EMNLP 2020

2010.00980 2020-10-05 cs.CL cs.IR

MultiCQA: Zero-Shot Transfer of Self-Supervised Text Matching Models on a Massive Scale

Andreas Rücklé, Jonas Pfeiffer, Iryna Gurevych

Comments EMNLP-2020

2010.00910 2020-10-05 cs.CL cs.LG

Continual Learning for Natural Language Generation in Task-oriented Dialog Systems

Fei Mi, Liangwei Chen, Mengjie Zhao, Minlie Huang, Boi Faltings

Comments Accepted as Long Paper at "Findgins of EMNLP, 2020"

2010.00854 2020-10-05 cs.CL cs.LG

Which *BERT? A Survey Organizing Contextualized Encoders

Patrick Xia, Shijie Wu, Benjamin Van Durme

Comments EMNLP 2020

2010.00840 2020-10-05 cs.CL

MEGATRON-CNTRL: Controllable Story Generation with External Knowledge Using Large-Scale Language Models

Peng Xu, Mostofa Patwary, Mohammad Shoeybi, Raul Puri, Pascale Fung, Anima Anandkumar, Bryan Catanzaro

Comments Accepted in EMNLP 2020 main conference

2004.14983 2020-10-05 cs.CL

Control, Generate, Augment: A Scalable Framework for Multi-Attribute Text Generation

Giuseppe Russo, Nora Hollenstein, Claudiu Musat, Ce Zhang

Comments Accepted at Findings of EMNLP 2020