EMNLP

Pun-GAN: Generative Adversarial Network for Pun Generation

Fuli Luo, Shunyao Li, Pengcheng Yang, Lei li, Baobao Chang, Zhifang Sui, Xu Sun

Comments EMNLP 2019 (short paper)

Low-Resource Sequence Labeling via Unsupervised Multilingual Contextualized Representations

Zuyi Bao, Rui Huang, Chen Li, Kenny Q. Zhu

Comments Accepted at EMNLP 2019

The Woman Worked as a Babysitter: On Biases in Language Generation

Emily Sheng, Kai-Wei Chang, Premkumar Natarajan, Nanyun Peng

Comments EMNLP 2019 short paper (5 pages); Updated references and examples, changed figure 2 & 3 order, fixed grammar, results unmodified

A logical-based corpus for cross-lingual evaluation

Felipe Salvatore, Marcelo Finger, Roberto Hirata

Comments To appear in the proceedings of the Deep Learning for low-resource NLP (DeepLo) workshop at EMNLP 2019

FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning

Jonas Pfeiffer, Christian M. Meyer, Claudia Schulz, Jan Kiesewetter, Jan Zottmann, Michael Sailer, Elisabeth Bauer, Frank Fischer, Martin R. Fischer, Iryna Gurevych

Comments EMNLP 2019 - Demo

Journal ref EMNLP-IJCNLP 2019: System Demonstrations

Findings of the NLP4IF-2019 Shared Task on Fine-Grained Propaganda Detection

Giovanni Da San Martino, Alberto Barrón-Cedeño, Preslav Nakov

Comments propaganda, disinformation, fake news. arXiv admin note: text overlap with arXiv:1910.02517

Journal ref NLP4IF@EMNLP-2019

Domain-agnostic Question-Answering with Adversarial Training

Seanie Lee, Donggyu Kim, Jangwon Park

Comments EMNLP-IJCNLP 2019 MRQA Workshop

Don't Forget the Long Tail! A Comprehensive Analysis of Morphological Generalization in Bilingual Lexicon Induction

Paula Czarnowska, Sebastian Ruder, Edouard Grave, Ryan Cotterell, Ann Copestake

Comments EMNLP 2019

MultiFC: A Real-World Multi-Domain Dataset for Evidence-Based Fact Checking of Claims

Isabelle Augenstein, Christina Lioma, Dongsheng Wang, Lucas Chaves Lima, Casper Hansen, Christian Hansen, Jakob Grue Simonsen

Comments Proceedings of EMNLP 2019, to appear

Many Faces of Feature Importance: Comparing Built-in and Post-hoc Feature Importance in Text Classification

Vivian Lai, Jon Z. Cai, Chenhao Tan

Comments 17 pages, 18 figures, EMNLP 2019, the code is available at https://vivlai.github.io/

Concept Pointer Network for Abstractive Summarization

Wang Wenbo, Gao Yang, Huang Heyan, Zhou Yuxiang

Comments Accepted by EMNLP'2019

Scalable and Accurate Dialogue State Tracking via Hierarchical Sequence Generation

Liliang Ren, Jianmo Ni, Julian McAuley

Comments The 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019); Updated empirical results

NeuronBlocks: Building Your NLP DNN Models Like Playing Lego

Ming Gong, Linjun Shou, Wutao Lin, Zhijie Sang, Quanjia Yan, Ze Yang, Feixiang Cheng, Daxin Jiang

Comments 6 pages, 3 figures

Journal ref EMNLP 2019

Cross-lingual Parsing with Polyglot Training and Multi-treebank Learning: A Faroese Case Study

James Barry, Joachim Wagner, Jennifer Foster

Comments Submitted to the DeepLo workshop at EMNLP

BIG MOOD: Relating Transformers to Explicit Commonsense Knowledge

Jeff Da

Comments Accepted to EMNLP Commonsense (COIN)

Multimodal Differential Network for Visual Question Generation

Badri N. Patro, Sandeep Kumar, Vinod K. Kurmi, Vinay P. Namboodiri

Comments EMNLP 2018 (accepted)

Unsupervised Question Answering for Fact-Checking

Mayank Jobanputra

Comments FEVER - 19 (EMNLP)

Answering Complex Open-domain Questions Through Iterative Query Generation

Peng Qi, Xiaowen Lin, Leo Mehr, Zijian Wang, Christopher D. Manning

Comments EMNLP-IJCNLP 2019. Xiaowen Lin, Leo Mehr, and Zijian Wang contributed equally. GitHub: https://github.com/qipeng/golden-retriever

A Pilot Study for Chinese SQL Semantic Parsing

Qingkai Min, Yuefeng Shi, Yue Zhang

Comments EMNLP 2019

Context-Aware Monolingual Repair for Neural Machine Translation

Elena Voita, Rico Sennrich, Ivan Titov

Comments EMNLP 2019 (camera-ready)

LINSPECTOR WEB: A Multilingual Probing Suite for Word Representations

Max Eichler, Gözde Gül Şahin, Iryna Gurevych

Comments Accepted at EMNLP 2019 System Demonstrations

Restoring ancient text using deep learning: a case study on Greek epigraphy

Yannis Assael, Thea Sommerschield, Jonathan Prag

Journal ref Empirical Methods in Natural Language Processing (EMNLP) 2019

STANCY: Stance Classification Based on Consistency Cues

Kashyap Popat, Subhabrata Mukherjee, Andrew Yates, Gerhard Weikum

Comments Accepted at EMNLP 2019

Zero-shot Dependency Parsing with Pre-trained Multilingual Sentence Representations

Ke Tran, Arianna Bisazza

Comments DeepLo workshop, EMNLP 2019

Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional Networks

Chen Zhang, Qiuchi Li, Dawei Song

Comments 11 pages, 4 figures, accepted to EMNLP 2019

WikiCREM: A Large Unsupervised Corpus for Coreference Resolution

Vid Kocijan, Oana-Maria Camburu, Ana-Maria Cretu, Yordan Yordanov, Phil Blunsom, Thomas Lukasiewicz

Comments Accepted to the EMNLP 2019 conference

Journal ref IJCNLP-EMNLP 2019

EGG: a toolkit for research on Emergence of lanGuage in Games

Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni

Comments EMNLP 2019 Demo paper

Model-based Interactive Semantic Parsing: A Unified Framework and A Text-to-SQL Case Study

Ziyu Yao, Yu Su, Huan Sun, Wen-tau Yih

Comments 14 pages, 4 figures, accepted to EMNLP 2019

Multi-Task Learning for Conversational Question Answering over a Large-Scale Knowledge Base

Tao Shen, Xiubo Geng, Tao Qin, Daya Guo, Duyu Tang, Nan Duan, Guodong Long, Daxin Jiang

Comments Accepted to appear at EMNLP-IJCNLP 2019

BiPaR: A Bilingual Parallel Dataset for Multilingual and Cross-lingual Reading Comprehension on Novels

Yimin Jing, Deyi Xiong, Yan Zhen

Comments Accepted as a long paper at EMNLP 2019