NAACL 2018

588 papers

Neural Machine Translation Decoding with Terminology Constraints

Eva Hasler, Adrià de Gispert, Gonzalo Iglesias, Bill Byrne

Learning Hidden Unit Contribution for Adapting Neural Machine Translation Models

David Vilar

Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation

Fahim Dalvi, Nadir Durrani, Hassan Sajjad, Stephan Vogel

Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks

Diego Marcheggiani, Jasmijn Bastings, Ivan Titov

Automated Paraphrase Lattice Creation for HyTER Machine Translation Evaluation

Marianna Apidianaki, Guillaume Wisniewski, Anne Cocos, Chris Callison-Burch

What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training

Yitong Li, Timothy Baldwin, Trevor Cohn

Text Segmentation as a Supervised Learning Task

Omri Koshorek, Adir Cohen, Noam Mor, Michael Rotman, Jonathan Berant

Self-Attention with Relative Position Representations

Peter Shaw, Jakob Uszkoreit, Ashish Vaswani

Cross-Lingual Learning-to-Rank with Shared Representations

Shota Sasaki, Shuo Sun, Shigehiko Schamoni, Kevin Duh, Kentaro Inui

Contextual Augmentation: Data Augmentation by Words with Paradigmatic Relations

Sosuke Kobayashi

Object Ordering with Bidirectional Matchings for Visual Reasoning

Hao Tan, Mohit Bansal

Pragmatically Informative Image Captioning with Character-Level Inference

Reuben Cohn-Gordon, Noah Goodman, Christopher Potts

Defoiling Foiled Image Captions

Pranava Swaroop Madhyastha, Josiah Wang, Lucia Specia

Towards a Variability Measure for Multiword Expressions

Caroline Pasquer, Agata Savary, Jean-Yves Antoine, Carlos Ramisch

Improving Coverage and Runtime Complexity for Exact Inference in Non-Projective Transition-Based Dependency Parsers

Tianze Shi, Carlos Gómez-Rodríguez, Lillian Lee

Exploiting Dynamic Oracles to Train Projective Dependency Parsers on Non-Projective Trees

Lauriane Aufrant, Guillaume Wisniewski, François Yvon

Consistent CCG Parsing over Multiple Sentences for Improved Logical Reasoning

Masashi Yoshikawa, Koji Mineshima, Hiroshi Noji, Daisuke Bekki

Automatically Selecting the Best Dependency Annotation Design with Dynamic Oracles

Guillaume Wisniewski, Ophélie Lacroix, François Yvon

Are Automatic Methods for Cognate Detection Good Enough for Phylogenetic Reconstruction in Historical Linguistics?

Taraka Rama, Johann-Mattis List, Johannes Wahle, Gerhard Jäger

A Dynamic Oracle for Linear-Time 2-Planar Dependency Parsing

Daniel Fernández-González, Carlos Gómez-Rodríguez

Syntactically Aware Neural Architectures for Definition Extraction

Luis Espinosa-Anke, Steven Schockaert

Syntactic Patterns Improve Information Extraction for Medical Search

Roma Patel, Yinfei Yang, Iain Marshall, Ani Nenkova, Byron Wallace

Structure Regularized Neural Network for Entity Relation Classification for Chinese Literature Text

Ji Wen, Xu Sun, Xuancheng Ren, Qi Su

Semi-Supervised Event Extraction with Paraphrase Clusters

James Ferguson, Colin Lockard, Daniel Weld, Hannaneh Hajishirzi

Keep Your Bearings: Lightly-Supervised Information Extraction with Ladder Networks That Avoids Semantic Drift

Ajay Nagesh, Mihai Surdeanu

Improve Neural Entity Recognition via Multi-Task Data Selection and Constrained Decoding

Huasha Zhao, Yi Yang, Qiong Zhang, Luo Si

Identifying the Most Dominant Event in a News Article by Mining Event Coreference Relations

Prafulla Kumar Choubey, Kaushik Raju, Ruihong Huang

Cross-language Article Linking Using Cross-Encyclopedia Entity Embedding

Chun-Kai Wu, Richard Tzong-Han Tsai

A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network

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

A Laypeople Study on Terminology Identification across Domains and Task Definitions

Anna Hätty, Sabine Schulte im Walde

A Comparison of Two Paraphrase Models for Taxonomy Augmentation

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

A Bi-Model Based RNN Semantic Frame Parsing Model for Intent Detection and Slot Filling

Yu Wang, Yilin Shen, Hongxia Jin

Modeling Semantic Plausibility by Injecting World Knowledge

Su Wang, Greg Durrett, Katrin Erk

Looking for Structure in Lexical and Acoustic-Prosodic Entrainment Behaviors

Andreas Weise, Rivka Levitan

Strong Baselines for Simple Question Answering over Knowledge Graphs with and without Neural Networks

Salman Mohammed, Peng Shi, Jimmy Lin

Near Human-Level Performance in Grammatical Error Correction with Hybrid Machine Translation

Roman Grundkiewicz, Marcin Junczys-Dowmunt

Recurrent Entity Networks with Delayed Memory Update for Targeted Aspect-Based Sentiment Analysis

Fei Liu, Trevor Cohn, Timothy Baldwin

Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment

Shweta Yadav, Asif Ekbal, Sriparna Saha, Pushpak Bhattacharyya, Amit Sheth

Modeling Inter-Aspect Dependencies for Aspect-Based Sentiment Analysis

Devamanyu Hazarika, Soujanya Poria, Prateek Vij, Gangeshwar Krishnamurthy, Erik Cambria

Letting Emotions Flow: Success Prediction by Modeling the Flow of Emotions in Books

Suraj Maharjan, Sudipta Kar, Manuel Montes, Fabio A. González, Thamar Solorio

Knowledge-Enriched Two-Layered Attention Network for Sentiment Analysis

Abhishek Kumar, Daisuke Kawahara, Sadao Kurohashi

Transition-Based Chinese AMR Parsing

Chuan Wang, Bin Li, Nianwen Xue

The Word Analogy Testing Caveat

Natalie Schluter

Sluice Resolution without Hand-Crafted Features over Brittle Syntax Trees

Ola Rønning, Daniel Hardt, Anders Søgaard

Felipe Paula, Rodrigo Wilkens, Marco Idiart, Aline Villavicencio

Semantic Pleonasm Detection

Omid Kashefi, Andrew T. Lucas, Rebecca Hwa

Olive Oil is Made of Olives, Baby Oil is Made for Babies: Interpreting Noun Compounds Using Paraphrases in a Neural Model

Vered Shwartz, Chris Waterson

Mittens: an Extension of GloVe for Learning Domain-Specialized Representations

Nicholas Dingwall, Christopher Potts

Lexical Substitution for Evaluating Compositional Distributional Models

Maja Buljan, Sebastian Padó, Jan Šnajder

Introducing Two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness

Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu

Frustratingly Easy Meta-Embedding – Computing Meta-Embeddings by Averaging Source Word Embeddings

Joshua Coates, Danushka Bollegala

Evaluating bilingual word embeddings on the long tail

Fabienne Braune, Viktor Hangya, Tobias Eder, Alexander Fraser

Discriminating between Lexico-Semantic Relations with the Specialization Tensor Model

Goran Glavaš, Ivan Vulić

Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings

Yan Song, Shuming Shi, Jing Li, Haisong Zhang

Diachronic Usage Relatedness (DURel): A Framework for the Annotation of Lexical Semantic Change

Dominik Schlechtweg, Sabine Schulte im Walde, Stefanie Eckmann

Determining Event Durations: Models and Error Analysis

Alakananda Vempala, Eduardo Blanco, Alexis Palmer

Character-Based Neural Networks for Sentence Pair Modeling

Wuwei Lan, Wei Xu

Analogies in Complex Verb Meaning Shifts: the Effect of Affect in Semantic Similarity Models

Maximilian Köper, Sabine Schulte im Walde

A Transition-Based Algorithm for Unrestricted AMR Parsing

David Vilares, Carlos Gómez-Rodríguez

Si O No, Que Penses? Catalonian Independence and Linguistic Identity on Social Media

Ian Stewart, Yuval Pinter, Jacob Eisenstein

Training Structured Prediction Energy Networks with Indirect Supervision

Amirmohammad Rooshenas, Aishwarya Kamath, Andrew McCallum

Reference-less Measure of Faithfulness for Grammatical Error Correction

Leshem Choshen, Omri Abend

Leveraging Intra-User and Inter-User Representation Learning for Automated Hate Speech Detection

Jing Qian, Mai ElSherief, Elizabeth Belding, William Yang Wang

Humor Recognition Using Deep Learning

Peng-Yu Chen, Von-Wun Soo

Annotation Artifacts in Natural Language Inference Data

Suchin Gururangan, Swabha Swayamdipta, Omer Levy, Roy Schwartz, Samuel Bowman

An Annotated Corpus for Machine Reading of Instructions in Wet Lab Protocols

Chaitanya Kulkarni, Wei Xu, Alan Ritter, Raghu Machiraju

A Simple and Effective Approach to the Story Cloze Test

Siddarth Srinivasan, Richa Arora, Mark Riedl

A Corpus of Non-Native Written English Annotated for Metaphor

Beata Beigman Klebanov, Chee Wee (Ben) Leong, Michael Flor

Sentence Simplification with Memory-Augmented Neural Networks

Tu Vu, Baotian Hu, Tsendsuren Munkhdalai, Hong Yu

RankME: Reliable Human Ratings for Natural Language Generation

Jekaterina Novikova, Ondřej Dušek, Verena Rieser

Neural Poetry Translation

Marjan Ghazvininejad, Yejin Choi, Kevin Knight

Natural Language Generation by Hierarchical Decoding with Linguistic Patterns

Shang-Yu Su, Kai-Ling Lo, Yi-Ting Yeh, Yun-Nung Chen

Guiding Generation for Abstractive Text Summarization Based on Key Information Guide Network

Chenliang Li, Weiran Xu, Si Li, Sheng Gao

Automatic Dialogue Generation with Expressed Emotions

Chenyang Huang, Osmar Zaïane, Amine Trabelsi, Nouha Dziri

Neural Models for Reasoning over Multiple Mentions Using Coreference

Bhuwan Dhingra, Qiao Jin, Zhilin Yang, William Cohen, Ruslan Salakhutdinov

Multi-Task Learning for Argumentation Mining in Low-Resource Settings

Claudia Schulz, Steffen Eger, Johannes Daxenberger, Tobias Kahse, Iryna Gurevych

Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset

Pavithra Rajendran, Danushka Bollegala, Simon Parsons

Integrating Stance Detection and Fact Checking in a Unified Corpus

Ramy Baly, Mitra Mohtarami, James Glass, Lluis Marquez, Alessandro Moschitti

Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods

Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordonez, Kai-Wei Chang

Gender Bias in Coreference Resolution

Rachel Rudinger, Jason Naradowsky, Brian Leonard, Benjamin Van Durme

Enhanced Word Representations for Bridging Anaphora Resolution

Yufang Hou

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 2 (Short Papers)

Marilyn Walker, Heng Ji, Amanda Stent

Recurrent Neural Networks as Weighted Language Recognizers

Yining Chen, Sorcha Gilroy, Andreas Maletti, Jonathan May, Kevin Knight

Neural Text Generation in Stories Using Entity Representations as Context

Elizabeth Clark, Yangfeng Ji, Noah A. Smith

Learning to Map Context-Dependent Sentences to Executable Formal Queries

Alane Suhr, Srinivasan Iyer, Yoav Artzi

Deep Contextualized Word Representations

Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark

Stacking with Auxiliary Features for Visual Question Answering

Nazneen Fatema Rajani, Raymond Mooney

Speaker Naming in Movies

Mahmoud Azab, Mingzhe Wang, Max Smith, Noriyuki Kojima, Jia Deng

Quantifying the Visual Concreteness of Words and Topics in Multimodal Datasets

Jack Hessel, David Mimno, Lillian Lee

Object Counts! Bringing Explicit Detections Back into Image Captioning

Josiah Wang, Pranava Swaroop Madhyastha, Lucia Specia

Learning with Latent Language

Jacob Andreas, Dan Klein, Sergey Levine

Generating Bilingual Pragmatic Color References

Will Monroe, Jennifer Hu, Andrew Jong, Christopher Potts

Towards Understanding Text Factors in Oral Reading

Anastassia Loukina, Van Rynald T. Liceralde, Beata Beigman Klebanov

How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues

Shang-Yu Su, Pei-Chieh Yuan, Yun-Nung Chen

Conversational Memory Network for Emotion Recognition in Dyadic Dialogue Videos

Devamanyu Hazarika, Soujanya Poria, Amir Zadeh, Erik Cambria, Louis-Philippe Morency

Binarized LSTM Language Model

Xuan Liu, Di Cao, Kai Yu

Mining Evidences for Concept Stock Recommendation

Qi Liu, Yue Zhang

Factors Influencing the Surprising Instability of Word Embeddings

Laura Wendlandt, Jonathan K. Kummerfeld, Rada Mihalcea

EMR Coding with Semi-Parametric Multi-Head Matching Networks

Anthony Rios, Ramakanth Kavuluru

LSDSCC: a Large Scale Domain-Specific Conversational Corpus for Response Generation with Diversity Oriented Evaluation Metrics

Zhen Xu, Nan Jiang, Bingquan Liu, Wenge Rong, Bowen Wu