NAACL 2019

752 papers

Neural Constituency Parsing of Speech Transcripts

Paria Jamshid Lou, Yufei Wang, Mark Johnson

Shrinking Japanese Morphological Analyzers With Neural Networks and Semi-supervised Learning

Arseny Tolmachev, Daisuke Kawahara, Sadao Kurohashi

Neural Semi-Markov Conditional Random Fields for Robust Character-Based Part-of-Speech Tagging

Apostolos Kemos, Heike Adel, Hinrich Schütze

Improving Cross-Domain Chinese Word Segmentation with Word Embeddings

Yuxiao Ye, Weikang Li, Yue Zhang, Likun Qiu, Jian Sun

Subword Encoding in Lattice LSTM for Chinese Word Segmentation

jie Yang, Yue Zhang, Shuailong Liang

VCWE: Visual Character-Enhanced Word Embeddings

Chi Sun, Xipeng Qiu, Xuanjing Huang

Incorporating Word Attention into Character-Based Word Segmentation

Shohei Higashiyama, Masao Utiyama, Eiichiro Sumita, Masao Ideuchi, Yoshiaki Oida

Bridging the Gap: Attending to Discontinuity in Identification of Multiword Expressions

Omid Rohanian, Shiva Taslimipoor, Samaneh Kouchaki, Le An Ha, Ruslan Mitkov

Alignment over Heterogeneous Embeddings for Question Answering

Vikas Yadav, Steven Bethard, Mihai Surdeanu

Iterative Search for Weakly Supervised Semantic Parsing

Pradeep Dasigi, Matt Gardner, Shikhar Murty, Luke Zettlemoyer, Eduard Hovy

Semantically-Aligned Equation Generation for Solving and Reasoning Math Word Problems

Ting-Rui Chiang, Yun-Nung Chen

Multi-task Learning with Sample Re-weighting for Machine Reading Comprehension

Yichong Xu, Xiaodong Liu, Yelong Shen, Jingjing Liu, Jianfeng Gao

Improving Machine Reading Comprehension with General Reading Strategies

Kai Sun, Dian Yu, Dong Yu, Claire Cardie

Towards Content Transfer through Grounded Text Generation

Shrimai Prabhumoye, Chris Quirk, Michel Galley

Learning to Navigate Unseen Environments: Back Translation with Environmental Dropout

Hao Tan, Licheng Yu, Mohit Bansal

Strong and Simple Baselines for Multimodal Utterance Embeddings

Paul Pu Liang, Yao Chong Lim, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov, Louis-Philippe Morency

The World in My Mind: Visual Dialog with Adversarial Multi-modal Feature Encoding

Yiqun Yao, Jiaming Xu, Bo Xu

Beyond task success: A closer look at jointly learning to see, ask, and GuessWhat

Ravi Shekhar, Aashish Venkatesh, Tim Baumgärtner, Elia Bruni, Barbara Plank

Guiding Extractive Summarization with Question-Answering Rewards

Kristjan Arumae, Fei Liu

Text Generation with Exemplar-based Adaptive Decoding

Hao Peng, Ankur Parikh, Manaal Faruqui, Bhuwan Dhingra, Dipanjan Das

Data-efficient Neural Text Compression with Interactive Learning

Avinesh P.V.S, Christian M. Meyer

Automatic learner summary assessment for reading comprehension

Menglin Xia, Ekaterina Kochmar, Ted Briscoe

Abstractive Summarization of Reddit Posts with Multi-level Memory Networks

Byeongchang Kim, Hyunwoo Kim, Gunhee Kim

Target-oriented Opinion Words Extraction with Target-fused Neural Sequence Labeling

Zhifang Fan, Zhen Wu, Xin-yu Dai, Shujian Huang, Jiajun Chen

Adversarial Category Alignment Network for Cross-domain Sentiment Classification

Xiaoye Qu, Zhikang Zou, Yu Cheng, Yang Yang, Pan Zhou

Zero-Shot Cross-Lingual Opinion Target Extraction

Soufian Jebbara, Philipp Cimiano

Adaptive Convolution for Text Classification

Byung-Ju Choi, Jun-Hyung Park, SangKeun Lee

Self-Discriminative Learning for Unsupervised Document Embedding

Hong-You Chen, Chin-Hua Hu, Leila Wehbe, Shou-De Lin

A Multi-Task Approach for Disentangling Syntax and Semantics in Sentence Representations

Mingda Chen, Qingming Tang, Sam Wiseman, Kevin Gimpel

On Difficulties of Cross-Lingual Transfer with Order Differences: A Case Study on Dependency Parsing

Wasi Ahmad, Zhisong Zhang, Xuezhe Ma, Eduard Hovy, Kai-Wei Chang

A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages

Ronald Cardenas, Ying Lin, Heng Ji, Jonathan May

A Simple and Robust Approach to Detecting Subject-Verb Agreement Errors

Simon Flachs, Ophélie Lacroix, Marek Rei, Helen Yannakoudakis, Anders Søgaard

Learning to Denoise Distantly-Labeled Data for Entity Typing

Yasumasa Onoe, Greg Durrett

SC-LSTM: Learning Task-Specific Representations in Multi-Task Learning for Sequence Labeling

Peng Lu, Ting Bai, Philippe Langlais

Highly Effective Arabic Diacritization using Sequence to Sequence Modeling

Hamdy Mubarak, Ahmed Abdelali, Hassan Sajjad, Younes Samih, Kareem Darwish

An Encoding Strategy Based Word-Character LSTM for Chinese NER

Wei Liu, Tongge Xu, Qinghua Xu, Jiayu Song, Yueran Zu

DROP: A Reading Comprehension Benchmark Requiring Discrete Reasoning Over Paragraphs

Dheeru Dua, Yizhong Wang, Pradeep Dasigi, Gabriel Stanovsky, Sameer Singh

MathQA: Towards Interpretable Math Word Problem Solving with Operation-Based Formalisms

Aida Amini, Saadia Gabriel, Shanchuan Lin, Rik Koncel-Kedziorski, Yejin Choi

Be Consistent! Improving Procedural Text Comprehension using Label Consistency

Xinya Du, Bhavana Dalvi, Niket Tandon, Antoine Bosselut, Wen-tau Yih

Old is Gold: Linguistic Driven Approach for Entity and Relation Linking of Short Text

Ahmad Sakor, Isaiah Onando Mulang’, Kuldeep Singh, Saeedeh Shekarpour, Maria Esther Vidal

BERT Post-Training for Review Reading Comprehension and Aspect-based Sentiment Analysis

Hu Xu, Bing Liu, Lei Shu, Philip Yu

A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC

Mark Yatskar

Question Answering by Reasoning Across Documents with Graph Convolutional Networks

Nicola De Cao, Wilker Aziz, Ivan Titov

Open Information Extraction from Question-Answer Pairs

Nikita Bhutani, Yoshihiko Suhara, Wang-Chiew Tan, Alon Halevy, H. V. Jagadish

Text Generation from Knowledge Graphs with Graph Transformers

Rik Koncel-Kedziorski, Dhanush Bekal, Yi Luan, Mirella Lapata, Hannaneh Hajishirzi

Evaluating Rewards for Question Generation Models

Tom Hosking, Sebastian Riedel

Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation

Amit Moryossef, Yoav Goldberg, Ido Dagan

Neural Text Generation from Rich Semantic Representations

Valerie Hajdik, Jan Buys, Michael Wayne Goodman, Emily M. Bender

Latent Code and Text-based Generative Adversarial Networks for Soft-text Generation

Md. Akmal Haidar, Mehdi Rezagholizadeh, Alan Do Omri, Ahmad Rashid

Evaluating Text GANs as Language Models

Guy Tevet, Gavriel Habib, Vered Shwartz, Jonathan Berant

Doc2hash: Learning Discrete Latent variables for Documents Retrieval

Yifei Zhang, Hao Zhu

Practical, Efficient, and Customizable Active Learning for Named Entity Recognition in the Digital Humanities

Alexander Erdmann, David Joseph Wrisley, Benjamin Allen, Christopher Brown, Sophie Cohen-Bodénès

AttentiveChecker: A Bi-Directional Attention Flow Mechanism for Fact Verification

Santosh T.y.s.s, Vishal G, Avirup Saha, Niloy Ganguly

Simple Attention-Based Representation Learning for Ranking Short Social Media Posts

Peng Shi, Jinfeng Rao, Jimmy Lin

Sequential Attention with Keyword Mask Model for Community-based Question Answering

Jianxin Yang, Wenge Rong, Libin Shi, Zhang Xiong

Partial Or Complete, That’s The Question

Qiang Ning, Hangfeng He, Chuchu Fan, Dan Roth

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization

Dai Quoc Nguyen, Thanh Vu, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Phung

Inoculation by Fine-Tuning: A Method for Analyzing Challenge Datasets

Nelson F. Liu, Roy Schwartz, Noah A. Smith

A Crowdsourced Frame Disambiguation Corpus with Ambiguity

Anca Dumitrache, Lora Aroyo, Chris Welty

Factorising AMR generation through syntax

Kris Cao, Stephen Clark

On the Importance of Distinguishing Word Meaning Representations: A Case Study on Reverse Dictionary Mapping

Mohammad Taher Pilehvar

Abusive Language Detection with Graph Convolutional Networks

Pushkar Mishra, Marco Del Tredici, Helen Yannakoudakis, Ekaterina Shutova

An annotated dataset of literary entities

David Bamman, Sejal Popat, Sheng Shen

Argument Mining for Understanding Peer Reviews

Xinyu Hua, Mitko Nikolov, Nikhil Badugu, Lu Wang

Harry Potter and the Action Prediction Challenge from Natural Language

David Vilares, Carlos Gómez-Rodríguez

Joint Detection and Location of English Puns

Yanyan Zou, Wei Lu

Multi-Task Ordinal Regression for Jointly Predicting the Trustworthiness and the Leading Political Ideology of News Media

Ramy Baly, Georgi Karadzhov, Abdelrhman Saleh, James Glass, Preslav Nakov

Modeling Personal Biases in Language Use by Inducing Personalized Word Embeddings

Daisuke Oba, Naoki Yoshinaga, Shoetsu Sato, Satoshi Akasaki, Masashi Toyoda

Incorporating Emoji Descriptions Improves Tweet Classification

Abhishek Singh, Eduardo Blanco, Wei Jin

An Embarrassingly Simple Approach for Transfer Learning from Pretrained Language Models

Alexandra Chronopoulou, Christos Baziotis, Alexandros Potamianos

Personalized Neural Embeddings for Collaborative Filtering with Text

Guangneng Hu

Detecting Derogatory Compounds – An Unsupervised Approach

Michael Wiegand, Maximilian Wolf, Josef Ruppenhofer

Short-Term Meaning Shift: A Distributional Exploration

Marco Del Tredici, Raquel Fernández, Gemma Boleda

Overcoming Catastrophic Forgetting During Domain Adaptation of Neural Machine Translation

Brian Thompson, Jeremy Gwinnup, Huda Khayrallah, Kevin Duh, Philipp Koehn

Reinforcement Learning based Curriculum Optimization for Neural Machine Translation

Gaurav Kumar, George Foster, Colin Cherry, Maxim Krikun

Differentiable Sampling with Flexible Reference Word Order for Neural Machine Translation

Weijia Xu, Xing Niu, Marine Carpuat

Measuring Immediate Adaptation Performance for Neural Machine Translation

Patrick Simianer, Joern Wuebker, John DeNero

Improving Neural Machine Translation with Neural Syntactic Distance

Chunpeng Ma, Akihiro Tamura, Masao Utiyama, Eiichiro Sumita, Tiejun Zhao

A Robust Abstractive System for Cross-Lingual Summarization

Jessica Ouyang, Boya Song, Kathy McKeown

Contextualization of Morphological Inflection

Ekaterina Vylomova, Ryan Cotterell, Trevor Cohn, Timothy Baldwin, Jason Eisner

MuST-C: a Multilingual Speech Translation Corpus

Mattia A. Di Gangi, Roldano Cattoni, Luisa Bentivogli, Matteo Negri, Marco Turchi

Subword-Level Language Identification for Intra-Word Code-Switching

Manuel Mager, Özlem Çetinoğlu, Katharina Kann

Cross-lingual Visual Verb Sense Disambiguation

Spandana Gella, Desmond Elliott, Frank Keller

Detecting dementia in Mandarin Chinese using transfer learning from a parallel corpus

Bai Li, Yi-Te Hsu, Frank Rudzicz

ExCL: Extractive Clip Localization Using Natural Language Descriptions

Soham Ghosh, Anuva Agarwal, Zarana Parekh, Alexander Hauptmann

Shifting the Baseline: Single Modality Performance on Visual Navigation & QA

Jesse Thomason, Daniel Gordon, Yonatan Bisk

Generating Knowledge Graph Paths from Textual Definitions using Sequence-to-Sequence Models

Victor Prokhorov, Mohammad Taher Pilehvar, Nigel Collier

Improving Natural Language Interaction with Robots Using Advice

Nikhil Mehta, Dan Goldwasser

VQD: Visual Query Detection In Natural Scenes

Manoj Acharya, Karan Jariwala, Christopher Kanan

Value-based Search in Execution Space for Mapping Instructions to Programs

Dor Muhlgay, Jonathan Herzig, Jonathan Berant

Online Distilling from Checkpoints for Neural Machine Translation

Hao-Ran Wei, Shujian Huang, Ran Wang, Xin-yu Dai, Jiajun Chen

Non-Parametric Adaptation for Neural Machine Translation

Ankur Bapna, Orhan Firat

Improving Robustness of Machine Translation with Synthetic Noise

Vaibhav, Sumeet Singh, Craig Stewart, Graham Neubig

Curriculum Learning for Domain Adaptation in Neural Machine Translation

Xuan Zhang, Pamela Shapiro, Gaurav Kumar, Paul McNamee, Marine Carpuat

Learning Unsupervised Multilingual Word Embeddings with Incremental Multilingual Hubs

Geert Heyman, Bregt Verreet, Ivan Vulić, Marie-Francine Moens

Learning to Stop in Structured Prediction for Neural Machine Translation

Mingbo Ma, Renjie Zheng, Liang Huang

Word Embedding-Based Automatic MT Evaluation Metric using Word Position Information

Hiroshi Echizen’ya, Kenji Araki, Eduard Hovy

Tweet Stance Detection Using an Attention based Neural Ensemble Model

Umme Aymun Siddiqua, Abu Nowshed Chy, Masaki Aono

Combining Distant and Direct Supervision for Neural Relation Extraction

Iz Beltagy, Kyle Lo, Waleed Ammar

A Study of Latent Structured Prediction Approaches to Passage Reranking

Iryna Haponchyk, Alessandro Moschitti