EMNLP 2018

1,049 papers

Adaptive Multi-pass Decoder for Neural Machine Translation

Xinwei Geng, Xiaocheng Feng, Bing Qin, Ting Liu

NORMA: Neighborhood Sensitive Maps for Multilingual Word Embeddings

Ndapa Nakashole

Bootstrapping Transliteration with Constrained Discovery for Low-Resource Languages

Shyam Upadhyay, Jordan Kodner, Dan Roth

Understanding Back-Translation at Scale

Sergey Edunov, Myle Ott, Michael Auli, David Grangier

Semi-Autoregressive Neural Machine Translation

Chunqi Wang, Ji Zhang, Haiqing Chen

Non-Adversarial Unsupervised Word Translation

Yedid Hoshen, Lior Wolf

A Discriminative Latent-Variable Model for Bilingual Lexicon Induction

Sebastian Ruder, Ryan Cotterell, Yova Kementchedjhieva, Anders Søgaard

Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination

Jiali Zeng, Jinsong Su, Huating Wen, Yang Liu, jun xie

Back-Translation Sampling by Targeting Difficult Words in Neural Machine Translation

Marzieh Fadaee, Christof Monz

Contextual Parameter Generation for Universal Neural Machine Translation

Emmanouil Antonios Platanios, Mrinmaya Sachan, Graham Neubig, Tom Mitchell

XL-NBT: A Cross-lingual Neural Belief Tracking Framework

Wenhu Chen, Jianshu Chen, Yu Su, Xin Wang, Dong Yu

Top-down Tree Structured Decoding with Syntactic Connections for Neural Machine Translation and Parsing

Jetic Gū, Hassan S. Shavarani, Anoop Sarkar

Addressing Troublesome Words in Neural Machine Translation

Yang Zhao, Jiajun Zhang, Zhongjun He, Chengqing Zong, Hua Wu

A Stable and Effective Learning Strategy for Trainable Greedy Decoding

Yun Chen, Victor O.K. Li, Kyunghyun Cho, Samuel Bowman

Neural Cross-Lingual Named Entity Recognition with Minimal Resources

Jiateng Xie, Zhilin Yang, Graham Neubig, Noah A. Smith, Jaime Carbonell

Cross-lingual Lexical Sememe Prediction

Fanchao Qi, Yankai Lin, Maosong Sun, Hao Zhu, Ruobing Xie

Cross-lingual Knowledge Graph Alignment via Graph Convolutional Networks

Zhichun Wang, Qingsong Lv, Xiaohan Lan, Yu Zhang

Personalized Microblog Sentiment Classification via Adversarial Cross-lingual Multi-task Learning

Weichao Wang, Shi Feng, Wei Gao, Daling Wang, Yifei Zhang

A Fast, Compact, Accurate Model for Language Identification of Codemixed Text

yuan zhang, Jason Riesa, Daniel Gillick, Anton Bakalov, Jason Baldridge

On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling

Daniela Gerz, Ivan Vulić, Edoardo Maria Ponti, Roi Reichart, Anna Korhonen

WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse

Manaal Faruqui, Ellie Pavlick, Ian Tenney, Dipanjan Das

Improving Cross-Lingual Word Embeddings by Meeting in the Middle

Yerai Doval, Jose Camacho-Collados, Luis Espinosa-Anke, Steven Schockaert

Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization

Edoardo Maria Ponti, Ivan Vulić, Goran Glavaš, Nikola Mrkšić, Anna Korhonen

CLUSE: Cross-Lingual Unsupervised Sense Embeddings

Ta-Chung Chi, Yun-Nung Chen

Unsupervised Multilingual Word Embeddings

Xilun Chen, Claire Cardie

Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding

Lifu Huang, Kyunghyun Cho, Boliang Zhang, Heng Ji, Kevin Knight

Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal Guidance

Yftah Ziser, Roi Reichart

Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision

Yixin Cao, Lei Hou, Juanzi Li, Zhiyuan Liu, Chengjiang Li

Variational Sequential Labelers for Semi-Supervised Learning

Mingda Chen, Qingming Tang, Karen Livescu, Kevin Gimpel

Neural Segmental Hypergraphs for Overlapping Mention Recognition

bailin wang, Wei Lu

Using Linguistic Features to Improve the Generalization Capability of Neural Coreference Resolvers

Nafise Sadat Moosavi, Michael Strube

Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism

Pengfei Cao, Yubo Chen, Kang Liu, Jun Zhao, Shengping Liu

PreCo: A Large-scale Dataset in Preschool Vocabulary for Coreference Resolution

Hong Chen, Zhenhua Fan, Hao Lu, Alan Yuille, Shu Rong

Temporally Grounding Natural Sentence in Video

Jingyuan Chen, Xinpeng Chen, Lin Ma, Zequn Jie, Tat-Seng Chua

Multimodal Language Analysis with Recurrent Multistage Fusion

Paul Pu Liang, Ziyin Liu, AmirAli Bagher Zadeh, Louis-Philippe Morency

simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions

Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Houfeng Wang, Xu Sun

Game-Based Video-Context Dialogue

Ramakanth Pasunuru, Mohit Bansal

Associative Multichannel Autoencoder for Multimodal Word Representation

Shaonan Wang, Jiajun Zhang, Chengqing Zong

TwoWingOS: A Two-Wing Optimization Strategy for Evidential Claim Verification

Wenpeng Yin, Dan Roth

SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference

Rowan Zellers, Yonatan Bisk, Roy Schwartz, Yejin Choi

Textual Analogy Parsing: What’s Shared and What’s Compared among Analogous Facts

Matthew Lamm, Arun Chaganty, Christopher D. Manning, Dan Jurafsky, Percy Liang

Collecting Diverse Natural Language Inference Problems for Sentence Representation Evaluation

Adam Poliak, Aparajita Haldar, Rachel Rudinger, J. Edward Hu, Ellie Pavlick

Reasoning about Actions and State Changes by Injecting Commonsense Knowledge

Niket Tandon, Bhavana Dalvi, Joel Grus, Wen-tau Yih, Antoine Bosselut

Detecting Gang-Involved Escalation on Social Media Using Context

Serina Chang, Ruiqi Zhong, Ethan Adams, Fei-Tzin Lee, Siddharth Varia

It’s going to be okay: Measuring Access to Support in Online Communities

Zijian Wang, David Jurgens

DeClarE: Debunking Fake News and False Claims using Evidence-Aware Deep Learning

Kashyap Popat, Subhabrata Mukherjee, Andrew Yates, Gerhard Weikum

Adversarial Removal of Demographic Attributes from Text Data

Yanai Elazar, Yoav Goldberg

Privacy-preserving Neural Representations of Text

Maximin Coavoux, Shashi Narayan, Shay B. Cohen

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing

Ellen Riloff, David Chiang, Julia Hockenmaier, Jun’ichi Tsujii