EMNLP

Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages

Yunsu Kim, Petre Petrov, Pavel Petrushkov, Shahram Khadivi, Hermann Ney

Comments EMNLP 2019 camera-ready

Sampling Bias in Deep Active Classification: An Empirical Study

Ameya Prabhu, Charles Dognin, Maneesh Singh

Comments Accepted at EMNLP 2019

Jointly Learning Entity and Relation Representations for Entity Alignment

Yuting Wu, Xiao Liu, Yansong Feng, Zheng Wang, Dongyan Zhao

Comments to appear in EMNLP 2019

Working Hard or Hardly Working: Challenges of Integrating Typology into Neural Dependency Parsers

Adam Fisch, Jiang Guo, Regina Barzilay

Comments EMNLP 2019

What's Missing: A Knowledge Gap Guided Approach for Multi-hop Question Answering

Tushar Khot, Ashish Sabharwal, Peter Clark

Comments EMNLP 2019

AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models

Eric Wallace, Jens Tuyls, Junlin Wang, Sanjay Subramanian, Matt Gardner, Sameer Singh

Comments EMNLP 2019 Demo

Investigating BERT's Knowledge of Language: Five Analysis Methods with NPIs

Alex Warstadt, Yu Cao, Ioana Grosu, Wei Peng, Hagen Blix, Yining Nie, Anna Alsop, Shikha Bordia, Haokun Liu, Alicia Parrish, Sheng-Fu Wang, Jason Phang, Anhad Mohananey, Phu Mon Htut, Paloma Jeretič, Samuel R. Bowman

Comments Accepted to EMNLP 2019; Added link to code+dataset

Dynamic Past and Future for Neural Machine Translation

Zaixiang Zheng, Shujian Huang, Zhaopeng Tu, Xin-Yu Dai, Jiajun Chen

Comments Camera-ready version. Accepted to EMNLP 2019 as a long paper

RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation

Tzuf Paz-Argaman, Reut Tsarfaty

Comments accepted to appear at the EMNLP 2019 conference

A Split-and-Recombine Approach for Follow-up Query Analysis

Qian Liu, Bei Chen, Haoyan Liu, Lei Fang, Jian-Guang Lou, Bin Zhou, Dongmei Zhang

Comments Accepted by EMNLP 2019

An Edit-centric Approach for Wikipedia Article Quality Assessment

Edison Marrese-Taylor, Pablo Loyola, Yutaka Matsuo

Comments Accepted at the W-NUT Workshop, EMNLP 2019

How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing

Shen Gao, Xiuying Chen, Piji Li, Zhangming Chan, Dongyan Zhao, Rui Yan

Comments EMNLP 2019. Dataset available at https://github.com/gsh199449/proto-summ

CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots

Arshit Gupta, Peng Zhang, Garima Lalwani, Mona Diab

Comments To appear at EMNLP 2019

Semantic Relatedness Based Re-ranker for Text Spotting

Ahmed Sabir, Francesc Moreno-Noguer, Lluís Padró

Comments Accepted by EMNLP 2019

Everything Happens for a Reason: Discovering the Purpose of Actions in Procedural Text

Bhavana Dalvi Mishra, Niket Tandon, Antoine Bosselut, Wen-tau Yih, Peter Clark

Comments Accepted to EMNLP 2019 as a long paper. This revision fixed a typo in an author name in references

Hierarchical Meta-Embeddings for Code-Switching Named Entity Recognition

Genta Indra Winata, Zhaojiang Lin, Jamin Shin, Zihan Liu, Pascale Fung

Comments Accepted by EMNLP 2019

Simple, Scalable Adaptation for Neural Machine Translation

Ankur Bapna, Naveen Arivazhagan, Orhan Firat

Comments EMNLP 2019

Modeling Conversation Structure and Temporal Dynamics for Jointly Predicting Rumor Stance and Veracity

Penghui Wei, Nan Xu, Wenji Mao

Comments EMNLP-IJCNLP 2019

Extractive Summarization of Long Documents by Combining Global and Local Context

Wen Xiao, Giuseppe Carenini

Comments 12 pages (with appendix), accepted at EMNLP-IJCNLP 2019

Revealing the Importance of Semantic Retrieval for Machine Reading at Scale

Yixin Nie, Songhe Wang, Mohit Bansal

Comments 14 pages (EMNLP 2019)

Do NLP Models Know Numbers? Probing Numeracy in Embeddings

Eric Wallace, Yizhong Wang, Sujian Li, Sameer Singh, Matt Gardner

Comments EMNLP 2019

Entity-Consistent End-to-end Task-Oriented Dialogue System with KB Retriever

Libo Qin, Yijia Liu, Wanxiang Che, Haoyang Wen, Yangming Li, Ting Liu

Comments Accepted at EMNLP 2019

Lost in Evaluation: Misleading Benchmarks for Bilingual Dictionary Induction

Yova Kementchedjhieva, Mareike Hartmann, Anders Søgaard

Comments Accepted at EMNLP 2019

Query-focused Sentence Compression in Linear Time

Abram Handler, Brendan O'Connor

Comments EMNLP 2019 (short paper)

Grounding learning of modifier dynamics: An application to color naming

Xudong Han, Philip Schulz, Trevor Cohn

Comments EMNLP 2019 (5 pages + 1 references)

Towards Understanding Neural Machine Translation with Word Importance

Shilin He, Zhaopeng Tu, Xing Wang, Longyue Wang, Michael R. Lyu, Shuming Shi

Comments EMNLP 2019

Attending to Future Tokens For Bidirectional Sequence Generation

Carolin Lawrence, Bhushan Kotnis, Mathias Niepert

Comments Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019, Hong Kong, China

Constituent Parsing as Sequence Labeling

Carlos Gómez-Rodríguez, David Vilares

Comments EMNLP 2018 (Long Papers). Revised version with improved results after fixing evaluation bug

CM-Net: A Novel Collaborative Memory Network for Spoken Language Understanding

Yijin Liu, Fandong Meng, Jinchao Zhang, Jie Zhou, Yufeng Chen, Jinan Xu

Comments Accepted as a long paper at EMNLP 2019. Code and data is available at: https://github.com/Adaxry/CM-Net

Query-Focused Scenario Construction

Su Wang, Greg Durrett, Katrin Erk

Comments Accepted at EMNLP-IJCNLP 2019

Journal ref EMNLP-IJCNLP 2019