NAACL 2018

588 papers

Noise-Robust Morphological Disambiguation for Dialectal Arabic

Nasser Zalmout, Alexander Erdmann, Nizar Habash

Neural Syntactic Generative Models with Exact Marginalization

Jan Buys, Phil Blunsom

Neural Particle Smoothing for Sampling from Conditional Sequence Models

Chu-Cheng Lin, Jason Eisner

Monte Carlo Syntax Marginals for Exploring and Using Dependency Parses

Katherine Keith, Su Lin Blodgett, Brendan O’Connor

From Phonology to Syntax: Unsupervised Linguistic Typology at Different Levels with Language Embeddings

Johannes Bjerva, Isabelle Augenstein

Embedding Syntax and Semantics of Prepositions via Tensor Decomposition

Hongyu Gong, Suma Bhat, Pramod Viswanath

Supervised Open Information Extraction

Gabriel Stanovsky, Julian Michael, Luke Zettlemoyer, Ido Dagan

Simultaneously Self-Attending to All Mentions for Full-Abstract Biological Relation Extraction

Patrick Verga, Emma Strubell, Andrew McCallum

Nested Named Entity Recognition Revisited

Arzoo Katiyar, Claire Cardie

Multimodal Named Entity Recognition for Short Social Media Posts

Seungwhan Moon, Leonardo Neves, Vitor Carvalho

Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource

Qiang Ning, Hao Wu, Haoruo Peng, Dan Roth

Implicit Argument Prediction with Event Knowledge

Pengxiang Cheng, Katrin Erk

Global Relation Embedding for Relation Extraction

Yu Su, Honglei Liu, Semih Yavuz, Izzeddin Gur, Huan Sun

FEVER: a Large-scale Dataset for Fact Extraction and VERification

James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal

Efficient Sequence Learning with Group Recurrent Networks

Fei Gao, Lijun Wu, Li Zhao, Tao Qin, Xueqi Cheng

DeepAlignment: Unsupervised Ontology Matching with Refined Word Vectors

Prodromos Kolyvakis, Alexandros Kalousis, Dimitris Kiritsis

Collective Entity Disambiguation with Structured Gradient Tree Boosting

Yi Yang, Ozan Irsoy, Kazi Shefaet Rahman

Automatic Stance Detection Using End-to-End Memory Networks

Mitra Mohtarami, Ramy Baly, James Glass, Preslav Nakov, Lluis Marquez

Acquisition of Phrase Correspondences Using Natural Deduction Proofs

Hitomi Yanaka, Koji Mineshima, Pascual Martínez-Gómez, Daisuke Bekki

Accurate Text-Enhanced Knowledge Graph Representation Learning

Bo An, Bo Chen, Xianpei Han, Le Sun

Neural Models of Factuality

Rachel Rudinger, Aaron Steven White, Benjamin Van Durme

Polyglot Semantic Parsing in APIs

Kyle Richardson, Jonathan Berant, Jonas Kuhn

Newsroom: A Dataset of 1.3 Million Summaries with Diverse Extractive Strategies

Max Grusky, Mor Naaman, Yoav Artzi

Entity Commonsense Representation for Neural Abstractive Summarization

Reinald Kim Amplayo, Seonjae Lim, Seung-won Hwang

Semantic Structural Evaluation for Text Simplification

Elior Sulem, Omri Abend, Ari Rappoport

Querying Word Embeddings for Similarity and Relatedness

Fatemeh Torabi Asr, Robert Zinkov, Michael Jones

Fine-Grained Temporal Orientation and its Relationship with Psycho-Demographic Correlates

Sabyasachi Kamila, Mohammed Hasanuzzaman, Asif Ekbal, Pushpak Bhattacharyya, Andy Way

A Meaning-Based Statistical English Math Word Problem Solver

Chao-Chun Liang, Yu-Shiang Wong, Yi-Chung Lin, Keh-Yih Su

The Web as a Knowledge-Base for Answering Complex Questions

Alon Talmor, Jonathan Berant

Self-Training for Jointly Learning to Ask and Answer Questions

Mrinmaya Sachan, Eric Xing

Noising and Denoising Natural Language: Diverse Backtranslation for Grammar Correction

Ziang Xie, Guillaume Genthial, Stanley Xie, Andrew Ng, Dan Jurafsky

Robust Cross-Lingual Hypernymy Detection Using Dependency Context

Shyam Upadhyay, Yogarshi Vyas, Marine Carpuat, Dan Roth

Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task

Marcin Junczys-Dowmunt, Roman Grundkiewicz, Shubha Guha, Kenneth Heafield

SRL4ORL: Improving Opinion Role Labeling Using Multi-Task Learning with Semantic Role Labeling

Ana Marasović, Anette Frank

Solving Data Sparsity for Aspect Based Sentiment Analysis Using Cross-Linguality and Multi-Linguality

Md Shad Akhtar, Palaash Sawant, Sukanta Sen, Asif Ekbal, Pushpak Bhattacharyya

Relevant Emotion Ranking from Text Constrained with Emotion Relationships

Deyu Zhou, Yang Yang, Yulan He

Learning Sentence Representations over Tree Structures for Target-Dependent Classification

Junwen Duan, Xiao Ding, Ting Liu

Learning Domain Representation for Multi-Domain Sentiment Classification

Qi Liu, Yue Zhang, Jiangming Liu

Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features

Matteo Pagliardini, Prakhar Gupta, Martin Jaggi

Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources

Ivan Vulić, Goran Glavaš, Nikola Mrkšić, Anna Korhonen

Neural Tensor Networks with Diagonal Slice Matrices

Takahiro Ishihara, Katsuhiko Hayashi, Hitoshi Manabe, Masashi Shimbo, Masaaki Nagata

Mining Possessions: Existence, Type and Temporal Anchors

Dhivya Chinnappa, Eduardo Blanco

Distributional Inclusion Vector Embedding for Unsupervised Hypernymy Detection

Haw-Shiuan Chang, Ziyun Wang, Luke Vilnis, Andrew McCallum

Deep Neural Models of Semantic Shift

Alex Rosenfeld, Katrin Erk

Can Network Embedding of Distributional Thesaurus Be Combined with Word Vectors for Better Representation?

Abhik Jana, Pawan Goyal

attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines

Fabio Petroni, Vassilis Plachouras, Timothy Nugent, Jochen L. Leidner

Abstract Meaning Representation for Paraphrase Detection

Fuad Issa, Marco Damonte, Shay B. Cohen, Xiaohui Yan, Yi Chang

Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets

Wei-Lun Chao, Hexiang Hu, Fei Sha

Comparatives, Quantifiers, Proportions: a Multi-Task Model for the Learning of Quantities from Vision

Sandro Pezzelle, Ionut-Teodor Sorodoc, Raffaella Bernardi

Learning Visually Grounded Sentence Representations

Douwe Kiela, Alexis CONNEAU, Allan Jabri, Maximilian Nickel

Scene Graph Parsing as Dependency Parsing

Yu-Siang Wang, Chenxi Liu, xiaohui zeng, Alan Yuille

Before Name-Calling: Dynamics and Triggers of Ad Hominem Fallacies in Web Argumentation

Ivan Habernal, Henning Wachsmuth, Iryna Gurevych, Benno Stein

Microblog Conversation Recommendation via Joint Modeling of Topics and Discourse

Xingshan Zeng, Jing Li, Lu Wang, Nicholas Beauchamp, Sarah Shugars

Deep Dirichlet Multinomial Regression

Adrian Benton, Mark Dredze

Classical Structured Prediction Losses for Sequence to Sequence Learning

Sergey Edunov, Myle Ott, Michael Auli, David Grangier, Marc’Aurelio Ranzato

Universal Neural Machine Translation for Extremely Low Resource Languages

Jiatao Gu, Hany Hassan, Jacob Devlin, Victor O.K. Li

Improving Lexical Choice in Neural Machine Translation

Toan Nguyen, David Chiang

Comparing Constraints for Taxonomic Organization

Anne Cocos, Marianna Apidianaki, Chris Callison-Burch

Learning beyond Datasets: Knowledge Graph Augmented Neural Networks for Natural Language Processing

Annervaz K M, Somnath Basu Roy Chowdhury, Ambedkar Dukkipati

Variable Typing: Assigning Meaning to Variables in Mathematical Text

Yiannos Stathopoulos, Simon Baker, Marek Rei, Simone Teufel

Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens

Marek Rei, Anders Søgaard

Tempo-Lexical Context Driven Word Embedding for Cross-Session Search Task Extraction

Procheta Sen, Debasis Ganguly, Gareth Jones

QuickEdit: Editing Text & Translations by Crossing Words Out

David Grangier, Michael Auli

Neural Automated Essay Scoring and Coherence Modeling for Adversarially Crafted Input

Youmna Farag, Helen Yannakoudakis, Ted Briscoe

Looking Beyond the Surface: A Challenge Set for Reading Comprehension over Multiple Sentences

Daniel Khashabi, Snigdha Chaturvedi, Michael Roth, Shyam Upadhyay, Dan Roth

Content-Based Citation Recommendation

Chandra Bhagavatula, Sergey Feldman, Russell Power, Waleed Ammar

Automated Essay Scoring in the Presence of Biased Ratings

Evelin Amorim, Marcia Cançado, Adriano Veloso

Zero-Shot Question Generation from Knowledge Graphs for Unseen Predicates and Entity Types

Hady Elsahar, Christophe Gravier, Frederique Laforest

Simplification Using Paraphrases and Context-Based Lexical Substitution

Reno Kriz, Eleni Miltsakaki, Marianna Apidianaki, Chris Callison-Burch

Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation

Shuming Ma, Xu Sun, Wei Li, Sujian Li, Wenjie Li

Natural Answer Generation with Heterogeneous Memory

Yao Fu, Yansong Feng

Discourse-Aware Neural Rewards for Coherent Text Generation

Antoine Bosselut, Asli Celikyilmaz, Xiaodong He, Jianfeng Gao, Po-Sen Huang

A Melody-Conditioned Lyrics Language Model

Kento Watanabe, Yuichiroh Matsubayashi, Satoru Fukayama, Masataka Goto, Kentaro Inui

A Deep Ensemble Model with Slot Alignment for Sequence-to-Sequence Natural Language Generation

Juraj Juraska, Panagiotis Karagiannis, Kevin Bowden, Marilyn Walker

Improving Implicit Discourse Relation Classification by Modeling Inter-dependencies of Discourse Units in a Paragraph

Zeyu Dai, Ruihong Huang

Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer

Sudha Rao, Joel Tetreault

Automatic Focus Annotation: Bringing Formal Pragmatics Alive in Analyzing the Information Structure of Authentic Data

Ramon Ziai, Detmar Meurers

Attentive Interaction Model: Modeling Changes in View in Argumentation

Yohan Jo, Shivani Poddar, Byungsoo Jeon, Qinlan Shen, Carolyn Rose

Please Clap: Modeling Applause in Campaign Speeches

Jon Gillick, David Bamman

Tied Multitask Learning for Neural Speech Translation

Antonios Anastasopoulos, David Chiang

Parsing Speech: a Neural Approach to Integrating Lexical and Acoustic-Prosodic Information

Trang Tran, Shubham Toshniwal, Mohit Bansal, Kevin Gimpel, Karen Livescu

Improving Character-Based Decoding Using Target-Side Morphological Information for Neural Machine Translation

Peyman Passban, Qun Liu, Andy Way

Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages

Katharina Kann, Jesus Manuel Mager Hois, Ivan Vladimir Meza-Ruiz, Hinrich Schütze

A Deep Generative Model of Vowel Formant Typology

Ryan Cotterell, Jason Eisner

Joint Bootstrapping Machines for High Confidence Relation Extraction

Pankaj Gupta, Benjamin Roth, Hinrich Schütze

Neural Fine-Grained Entity Type Classification with Hierarchy-Aware Loss

Peng Xu, Denilson Barbosa

Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition

Zhenghui Wang, Yanru Qu, Liheng Chen, Jian Shen, Weinan Zhang

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)

Marilyn Walker, Heng Ji, Amanda Stent