EMNLP 2018

1,049 papers

Hierarchical Neural Networks for Sequential Sentence Classification in Medical Scientific Abstracts

Di Jin, Peter Szolovits

Zero-shot User Intent Detection via Capsule Neural Networks

Congying Xia, Chenwei Zhang, Xiaohui Yan, Yi Chang, Philip Yu

Part-of-Speech Tagging for Code-Switched, Transliterated Texts without Explicit Language Identification

Kelsey Ball, Dan Garrette

Code-switched Language Models Using Dual RNNs and Same-Source Pretraining

Saurabh Garg, Tanmay Parekh, Preethi Jyothi

On the Strength of Character Language Models for Multilingual Named Entity Recognition

Xiaodong Yu, Stephen Mayhew, Mark Sammons, Dan Roth

Word Embeddings for Code-Mixed Language Processing

Adithya Pratapa, Monojit Choudhury, Sunayana Sitaram

Multi-Multi-View Learning: Multilingual and Multi-Representation Entity Typing

Yadollah Yaghoobzadeh, Hinrich Schütze

Breaking the Beam Search Curse: A Study of (Re-)Scoring Methods and Stopping Criteria for Neural Machine Translation

Yilin Yang, Liang Huang, Mingbo Ma

Automatic Post-Editing of Machine Translation: A Neural Programmer-Interpreter Approach

Thuy-Trang Vu, Gholamreza Haffari

Encoding Gated Translation Memory into Neural Machine Translation

Qian Cao, Deyi Xiong

Context and Copying in Neural Machine Translation

Rebecca Knowles, Philipp Koehn

Training Deeper Neural Machine Translation Models with Transparent Attention

Ankur Bapna, Mia Chen, Orhan Firat, Yuan Cao, Yonghui Wu

Prediction Improves Simultaneous Neural Machine Translation

Ashkan Alinejad, Maryam Siahbani, Anoop Sarkar

End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification

Jindřich Libovický, Jindřich Helcl

Towards Two-Dimensional Sequence to Sequence Model in Neural Machine Translation

Parnia Bahar, Christopher Brix, Hermann Ney

Getting Gender Right in Neural Machine Translation

Eva Vanmassenhove, Christian Hardmeier, Andy Way

Learning to Jointly Translate and Predict Dropped Pronouns with a Shared Reconstruction Mechanism

Longyue Wang, Zhaopeng Tu, Andy Way, Qun Liu

Accelerating Asynchronous Stochastic Gradient Descent for Neural Machine Translation

Nikolay Bogoychev, Kenneth Heafield, Alham Fikri Aji, Marcin Junczys-Dowmunt

Learning When to Concentrate or Divert Attention: Self-Adaptive Attention Temperature for Neural Machine Translation

Junyang Lin, Xu Sun, Xuancheng Ren, Muyu Li, Qi Su

Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion

Armand Joulin, Piotr Bojanowski, Tomas Mikolov, Herve Jegou, Edouard Grave

Adversarial Evaluation of Multimodal Machine Translation

Desmond Elliott

Fixing Translation Divergences in Parallel Corpora for Neural MT

MinhQuang Pham, Josep Crego, Jean Senellart, François Yvon

Multi-Source Syntactic Neural Machine Translation

Anna Currey, Kenneth Heafield

Three Strategies to Improve One-to-Many Multilingual Translation

Yining Wang, Jiajun Zhang, Feifei Zhai, Jingfang Xu, Chengqing Zong

Document-Level Neural Machine Translation with Hierarchical Attention Networks

Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, James Henderson

The Importance of Generation Order in Language Modeling

Nicolas Ford, Daniel Duckworth, Mohammad Norouzi, George Dahl

How to represent a word and predict it, too: Improving tied architectures for language modelling

Kristina Gulordava, Laura Aina, Gemma Boleda

Estimating Marginal Probabilities of n-grams for Recurrent Neural Language Models

Thanapon Noraset, Doug Downey, Lidong Bing

Chinese Pinyin Aided IME, Input What You Have Not Keystroked Yet

Yafang Huang, Hai Zhao

Multimodal neural pronunciation modeling for spoken languages with logographic origin

Minh Nguyen, Gia H. Ngo, Nancy Chen

Bayesian Compression for Natural Language Processing

Nadezhda Chirkova, Ekaterina Lobacheva, Dmitry Vetrov

Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study

Aditya Siddhant, Zachary C. Lipton

Multi-Head Attention with Disagreement Regularization

Jian Li, Zhaopeng Tu, Baosong Yang, Michael R. Lyu, Tong Zhang

Generating Natural Language Adversarial Examples

Moustafa Alzantot, Yash Sharma, Ahmed Elgohary, Bo-Jhang Ho, Mani Srivastava

An Encoder-Decoder Approach to the Paradigm Cell Filling Problem

Miikka Silfverberg, Mans Hulden

Imitation Learning for Neural Morphological String Transduction

Peter Makarov, Simon Clematide

The Lazy Encoder: A Fine-Grained Analysis of the Role of Morphology in Neural Machine Translation

Arianna Bisazza, Clara Tump

A Framework for Understanding the Role of Morphology in Universal Dependency Parsing

Mathieu Dehouck, Pascal Denis

Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data

Wenhui Wang, Baobao Chang, Mairgup Mansur

Evaluating the Utility of Hand-crafted Features in Sequence Labelling

Minghao Wu, Fei Liu, Trevor Cohn

Deep Exhaustive Model for Nested Named Entity Recognition

Mohammad Golam Sohrab, Makoto Miwa

Structured Multi-Label Biomedical Text Tagging via Attentive Neural Tree Decoding

Gaurav Singh, James Thomas, Iain Marshall, John Shawe-Taylor, Byron C. Wallace

Adversarial training for multi-context joint entity and relation extraction

Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder

Marginal Likelihood Training of BiLSTM-CRF for Biomedical Named Entity Recognition from Disjoint Label Sets

Nathan Greenberg, Trapit Bansal, Patrick Verga, Andrew McCallum

WikiConv: A Corpus of the Complete Conversational History of a Large Online Collaborative Community

Yiqing Hua, Cristian Danescu-Niculescu-Mizil, Dario Taraborelli, Nithum Thain, Jeffery Sorensen

Learning multiview embeddings for assessing dementia

Chloé Pou-Prom, Frank Rudzicz

SafeCity: Understanding Diverse Forms of Sexual Harassment Personal Stories

Sweta Karlekar, Mohit Bansal

Reducing Gender Bias in Abusive Language Detection

Ji Ho Park, Jamin Shin, Pascale Fung

The glass ceiling in NLP

Natalie Schluter

Semantic Parsing for Task Oriented Dialog using Hierarchical Representations

Sonal Gupta, Rushin Shah, Mrinal Mohit, Anuj Kumar, Mike Lewis

Towards Universal Dialogue State Tracking

Liliang Ren, Kaige Xie, Lu Chen, Kai Yu

Training Millions of Personalized Dialogue Agents

Pierre-Emmanuel Mazare, Samuel Humeau, Martin Raison, Antoine Bordes

Towards Less Generic Responses in Neural Conversation Models: A Statistical Re-weighting Method

Yahui Liu, Wei Bi, Jun Gao, Xiaojiang Liu, Jian Yao

Session-level Language Modeling for Conversational Speech

Wayne Xiong, Lingfeng Wu, Jun Zhang, Andreas Stolcke

Sanskrit Word Segmentation Using Character-level Recurrent and Convolutional Neural Networks

Oliver Hellwig, Sebastian Nehrdich

Syntax Encoding with Application in Authorship Attribution

Richong Zhang, Zhiyuan Hu, Hongyu Guo, Yongyi Mao

Incremental Computation of Infix Probabilities for Probabilistic Finite Automata

Marco Cognetta, Yo-Sub Han, Soon Chan Kwon

Depth-bounding is effective: Improvements and evaluation of unsupervised PCFG induction

Lifeng Jin, Finale Doshi-velez, Timothy Miller, William Schuler, Lane Schwartz

An Investigation of the Interactions Between Pre-Trained Word Embeddings, Character Models and POS Tags in Dependency Parsing

Aaron Smith, Miryam de Lhoneux, Sara Stymne, Joakim Nivre

Neural Transition Based Parsing of Web Queries: An Entity Based Approach

Rivka Malca, Roi Reichart

Is this Sentence Difficult? Do you Agree?

Dominique Brunato, Lorenzo De Mattei, Felice Dell’Orletta, Benedetta Iavarone, Giulia Venturi

Deconvolutional Time Series Regression: A Technique for Modeling Temporally Diffuse Effects

Cory Shain, William Schuler

Mapping Instructions to Actions in 3D Environments with Visual Goal Prediction

Dipendra Misra, Andrew Bennett, Valts Blukis, Eyvind Niklasson, Max Shatkhin

Translating Navigation Instructions in Natural Language to a High-Level Plan for Behavioral Robot Navigation

Xiaoxue Zang, Ashwini Pokle, Marynel Vázquez, Kevin Chen, Juan Carlos Niebles

Grounding language acquisition by training semantic parsers using captioned videos

Candace Ross, Andrei Barbu, Yevgeni Berzak, Battushig Myanganbayar, Boris Katz

Learning Personas from Dialogue with Attentive Memory Networks

Eric Chu, Prashanth Vijayaraghavan, Deb Roy

Commonsense Justification for Action Explanation

Shaohua Yang, Qiaozi Gao, Sari Sadiya, Joyce Chai

Grounding Semantic Roles in Images

Carina Silberer, Manfred Pinkal

Discriminative Learning of Open-Vocabulary Object Retrieval and Localization by Negative Phrase Augmentation

Ryota Hinami, Shin’ichi Satoh

ICON: Interactive Conversational Memory Network for Multimodal Emotion Detection

Devamanyu Hazarika, Soujanya Poria, Rada Mihalcea, Erik Cambria, Roger Zimmermann

Learning Better Internal Structure of Words for Sequence Labeling

Yingwei Xin, Ethan Hart, Vibhuti Mahajan, Jean-David Ruvini

What do character-level models learn about morphology? The case of dependency parsing

Clara Vania, Andreas Grivas, Adam Lopez

A Challenge Set and Methods for Noun-Verb Ambiguity

Ali Elkahky, Kellie Webster, Daniel Andor, Emily Pitler

Free as in Free Word Order: An Energy Based Model for Word Segmentation and Morphological Tagging in Sanskrit

Amrith Krishna, Bishal Santra, Sasi Prasanth Bandaru, Gaurav Sahu, Vishnu Dutt Sharma

Transferring from Formal Newswire Domain with Hypernet for Twitter POS Tagging

Tao Gui, Qi Zhang, Jingjing Gong, Minlong Peng, Di Liang

Neural Quality Estimation of Grammatical Error Correction

Shamil Chollampatt, Hwee Tou Ng

A Hybrid Approach to Automatic Corpus Generation for Chinese Spelling Check

Dingmin Wang, Yan Song, Jing Li, Jialong Han, Haisong Zhang

WECA: A WordNet-Encoded Collocation-Attention Network for Homographic Pun Recognition

Yufeng Diao, Hongfei Lin, Di Wu, Liang Yang, Kan Xu

Fine-grained Coordinated Cross-lingual Text Stream Alignment for Endless Language Knowledge Acquisition

Tao Ge, Qing Dou, Heng Ji, Lei Cui, Baobao Chang

Joint Multilingual Supervision for Cross-lingual Entity Linking

Shyam Upadhyay, Nitish Gupta, Dan Roth

XNLI: Evaluating Cross-lingual Sentence Representations

Alexis CONNEAU, Ruty Rinott, Guillaume Lample, Adina Williams, Samuel Bowman

Unsupervised Cross-lingual Transfer of Word Embedding Spaces

Ruochen Xu, Yiming Yang, Naoki Otani, Yuexin Wu

Sentence Compression for Arbitrary Languages via Multilingual Pivoting

Jonathan Mallinson, Rico Sennrich, Mirella Lapata

Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations

Dipendra Misra, Ming-Wei Chang, Xiaodong He, Wen-tau Yih

Dependency-based Hybrid Trees for Semantic Parsing

Zhanming Jie, Wei Lu

An AMR Aligner Tuned by Transition-based Parser

Yijia Liu, Wanxiang Che, Bo Zheng, Bing Qin, Ting Liu

Semantics as a Foreign Language

Gabriel Stanovsky, Ido Dagan

A Unified Syntax-aware Framework for Semantic Role Labeling

Zuchao Li, Shexia He, Jiaxun Cai, Zhuosheng Zhang, Hai Zhao

Evaluating Theory of Mind in Question Answering

Aida Nematzadeh, Kaylee Burns, Erin Grant, Alison Gopnik, Tom Griffiths

Can a Suit of Armor Conduct Electricity? A New Dataset for Open Book Question Answering

Todor Mihaylov, Peter Clark, Tushar Khot, Ashish Sabharwal

HotpotQA: A Dataset for Diverse, Explainable Multi-hop Question Answering

Zhilin Yang, Peng Qi, Saizheng Zhang, Yoshua Bengio, William Cohen

emrQA: A Large Corpus for Question Answering on Electronic Medical Records

Anusri Pampari, Preethi Raghavan, Jennifer Liang, Jian Peng

Large-scale Cloze Test Dataset Created by Teachers

Qizhe Xie, Guokun Lai, Zihang Dai, Eduard Hovy

Decoupling Strategy and Generation in Negotiation Dialogues

He He, Derek Chen, Anusha Balakrishnan, Percy Liang

Towards Exploiting Background Knowledge for Building Conversation Systems

Nikita Moghe, Siddhartha Arora, Suman Banerjee, Mitesh M. Khapra

Supervised Clustering of Questions into Intents for Dialog System Applications

Iryna Haponchyk, Antonio Uva, Seunghak Yu, Olga Uryupina, Alessandro Moschitti

Subgoal Discovery for Hierarchical Dialogue Policy Learning

Da Tang, Xiujun Li, Jianfeng Gao, Chong Wang, Lihong Li

Using Lexical Alignment and Referring Ability to Address Data Sparsity in Situated Dialog Reference Resolution

Todd Shore, Gabriel Skantze

Possessors Change Over Time: A Case Study with Artworks

Dhivya Chinnappa, Eduardo Blanco

Large-scale Exploration of Neural Relation Classification Architectures

Hoang-Quynh Le, Duy-Cat Can, Sinh T. Vu, Thanh Hai Dang, Mohammad Taher Pilehvar