NAACL 2018

588 papers

Embedding Text in Hyperbolic Spaces

Bhuwan Dhingra, Christopher Shallue, Mohammad Norouzi, Andrew Dai, George Dahl

Fusing Document, Collection and Label Graph-based Representations with Word Embeddings for Text Classification

Konstantinos Skianis, Fragkiskos Malliaros, Michalis Vazirgiannis

Efficient Graph-based Word Sense Induction by Distributional Inclusion Vector Embeddings

Haw-Shiuan Chang, Amol Agrawal, Ananya Ganesh, Anirudha Desai, Vinayak Mathur

Large-scale spectral clustering using diffusion coordinates on landmark-based bipartite graphs

Khiem Pham, Guangliang Chen

Multi-Sentence Compression with Word Vertex-Labeled Graphs and Integer Linear Programming

Elvys Linhares Pontes, Stéphane Huet, Thiago Gouveia da Silva, Andréa Carneiro Linhares, Juan-Manuel Torres-Moreno

Multi-hop Inference for Sentence-level TextGraphs: How Challenging is Meaningfully Combining Information for Science Question Answering?

Peter Jansen

Efficient Generation and Processing of Word Co-occurrence Networks Using corpus2graph

Zheng Zhang, Pierre Zweigenbaum, Ruiqing Yin

Scientific Discovery as Link Prediction in Influence and Citation Graphs

Fan Luo, Marco A. Valenzuela-Escárcega, Gus Hahn-Powell, Mihai Surdeanu

Proceedings of the Twelfth Workshop on Graph-Based Methods for Natural Language Processing (TextGraphs-12)

Goran Glavaš, Swapna Somasundaran, Martin Riedl, Eduard Hovy

Cross-corpus Native Language Identification via Statistical Embedding

Francisco Rangel, Paolo Rosso, Julian Brooke, Alexandra Uitdenbogerd

Evaluating Creative Language Generation: The Case of Rap Lyric Ghostwriting

Peter Potash, Alexey Romanov, Anna Rumshisky

Detecting Syntactic Features of Translated Chinese

Hai Hu, Wen Li, Sandra Kübler

Stylistic Variation in Social Media Part-of-Speech Tagging

Murali Raghu Babu Balusu, Taha Merghani, Jacob Eisenstein

Stylistic variation over 200 years of court proceedings according to gender and social class

Stefania Degaetano-Ortlieb

Proceedings of the Second Workshop on Stylistic Variation

Julian Brooke, Lucie Flekova, Moshe Koppel, Thamar Solorio

Neural Event Extraction from Movies Description

Alex Tozzo, Dejan Jovanović, Mohamed Amer

An Encoder-decoder Approach to Predicting Causal Relations in Stories

Melissa Roemmele, Andrew Gordon

Towards Controllable Story Generation

Nanyun Peng, Marjan Ghazvininejad, Jonathan May, Kevin Knight

Telling Stories with Soundtracks: An Empirical Analysis of Music in Film

Jon Gillick, David Bamman

A Pipeline for Creative Visual Storytelling

Stephanie Lukin, Reginald Hobbs, Clare Voss

Linguistic Features of Helpfulness in Automated Support for Creative Writing

Melissa Roemmele, Andrew Gordon

Learning to Listen: Critically Considering the Role of AI in Human Storytelling and Character Creation

Anna Kasunic, Geoff Kaufman

Proceedings of the First Workshop on Storytelling

Margaret Mitchell, Ting-Hao ‘Kenneth’ Huang, Francis Ferraro, Ishan Misra

The Case for Systematically Derived Spatial Language Usage

Bonnie Dorr, Clare Voss

Anaphora Resolution for Improving Spatial Relation Extraction from Text

Umar Manzoor, Parisa Kordjamshidi

Points, Paths, and Playscapes: Large-scale Spatial Language Understanding Tasks Set in the Real World

Jason Baldridge, Tania Bedrax-Weiss, Daphne Luong, Srini Narayanan, Bo Pang

Representing Spatial Relations in FrameNet

Miriam R. L. Petruck, Michael J. Ellsworth

Lexical Conceptual Structure of Literal and Metaphorical Spatial Language: A Case Study of “Push”

Bonnie Dorr, Mari Olsen

Computational Models for Spatial Prepositions

Georgiy Platonov, Lenhart Schubert

Building and Learning Structures in a Situated Blocks World Through Deep Language Understanding

Ian Perera, James Allen, Choh Man Teng, Lucian Galescu

Exploring the Functional and Geometric Bias of Spatial Relations Using Neural Language Models

Simon Dobnik, Mehdi Ghanimifard, John Kelleher

Proceedings of the First International Workshop on Spatial Language Understanding

Parisa Kordjamshidi, Archna Bhatia, James Pustejovsky, Marie-Francine Moens

Computational Argumentation: A Journey Beyond Semantics, Logic, Opinions, and Easy Tasks

Ivan Habernal

GKR: the Graphical Knowledge Representation for semantic parsing

Aikaterini-Lida Kalouli, Richard Crouch

Detecting Sarcasm is Extremely Easy ;-)

Natalie Parde, Rodney Nielsen

Paths for uncertainty: Exploring the intricacies of uncertainty identification for news

Chrysoula Zerva, Sophia Ananiadou

Using Hedge Detection to Improve Committed Belief Tagging

Morgan Ulinski, Seth Benjamin, Julia Hirschberg

Proceedings of the Workshop on Computational Semantics beyond Events and Roles

Eduardo Blanco, Roser Morante

A Multi-Context Character Prediction Model for a Brain-Computer Interface

Shiran Dudy, Shaobin Xu, Steven Bedrick, David Smith

Incorporating Subword Information into Matrix Factorization Word Embeddings

Alexandre Salle, Aline Villavicencio

Fast Query Expansion on an Accounting Corpus using Sub-Word Embeddings

Hrishikesh Ganu, Viswa Datha P.

Meaningless yet meaningful: Morphology grounded subword-level NMT

Tamali Banerjee, Pushpak Bhattacharyya

Discovering Phonesthemes with Sparse Regularization

Nelson F. Liu, Gina-Anne Levow, Noah A. Smith

Subword-level Composition Functions for Learning Word Embeddings

Bofang Li, Aleksandr Drozd, Tao Liu, Xiaoyong Du

Addressing Low-Resource Scenarios with Character-aware Embeddings

Sean Papay, Sebastian Padó, Ngoc Thang Vu

A Comparison of Character Neural Language Model and Bootstrapping for Language Identification in Multilingual Noisy Texts

Wafia Adouane, Simon Dobnik, Jean-Philippe Bernardy, Nasredine Semmar

Entropy-Based Subword Mining with an Application to Word Embeddings

Ahmed El-Kishky, Frank Xu, Aston Zhang, Stephen Macke, Jiawei Han

Morphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource Settings

Pamela Shapiro, Kevin Duh

Proceedings of the Second Workshop on Subword/Character LEvel Models

Manaal Faruqui, Hinrich Schütze, Isabel Trancoso, Yulia Tsvetkov, Yadollah Yaghoobzadeh

Grounding the Semantics of Part-of-Day Nouns Worldwide using Twitter

David Vilares, Carlos Gómez-Rodríguez

Modeling Personality Traits of Filipino Twitter Users

Edward Tighe, Charibeth Cheng

Predicting Twitter User Demographics from Names Alone

Zach Wood-Doughty, Nicholas Andrews, Rebecca Marvin, Mark Dredze

Predicting Authorship and Author Traits from Keystroke Dynamics

Barbara Plank

Reddit: A Gold Mine for Personality Prediction

Matej Gjurković, Jan Šnajder

Frustrated, Polite, or Formal: Quantifying Feelings and Tone in Email

Niyati Chhaya, Kushal Chawla, Tanya Goyal, Projjal Chanda, Jaya Singh

Understanding the Effect of Gender and Stance in Opinion Expression in Debates on “Abortion”

Esin Durmus, Claire Cardie

The Potential of the Computational Linguistic Analysis of Social Media for Population Studies

Letizia Mencarini

Johns Hopkins or johnny-hopkins: Classifying Individuals versus Organizations on Twitter

Zach Wood-Doughty, Praateek Mahajan, Mark Dredze

Observational Comparison of Geo-tagged and Randomly-drawn Tweets

Tom Lippincott, Annabelle Carrell

The Social and the Neural Network: How to Make Natural Language Processing about People again

Dirk Hovy

A Dataset of Hindi-English Code-Mixed Social Media Text for Hate Speech Detection

Aditya Bohra, Deepanshu Vijay, Vinay Singh, Syed Sarfaraz Akhtar, Manish Shrivastava

Enabling Deep Learning of Emotion With First-Person Seed Expressions

Hassan Alhuzali, Muhammad Abdul-Mageed, Lyle Ungar

Building an annotated dataset of app store reviews with Appraisal features in English and Spanish

Natalia Mora, Julia Lavid-López

Social and Emotional Correlates of Capitalization on Twitter

Sophia Chan, Alona Fyshe

What makes us laugh? Investigations into Automatic Humor Classification

Vikram Ahuja, Taradheesh Bali, Navjyoti Singh

Proceedings of the Second Workshop on Computational Modeling of People’s Opinions, Personality, and Emotions in Social Media

Malvina Nissim, Viviana Patti, Barbara Plank, Claudia Wagner

Extrapolation in NLP

Jeff Mitchell, Pontus Stenetorp, Pasquale Minervini, Sebastian Riedel

The Fine Line between Linguistic Generalization and Failure in Seq2Seq-Attention Models

Noah Weber, Leena Shekhar, Niranjan Balasubramanian

Deep learning evaluation using deep linguistic processing

Alexander Kuhnle, Ann Copestake

Commonsense mining as knowledge base completion? A study on the impact of novelty

Stanislaw Jastrzebski, Dzmitry Bahdanau, Seyedarian Hosseini, Michael Noukhovitch, Yoshua Bengio

Towards Inference-Oriented Reading Comprehension: ParallelQA

Soumya Wadhwa, Varsha Embar, Matthias Grabmair, Eric Nyberg

Proceedings of the Workshop on Generalization in the Age of Deep Learning

Yonatan Bisk, Omer Levy, Mark Yatskar

Using Language Learner Data for Metaphor Detection

Egon Stemle, Alexander Onysko

Multi-Module Recurrent Neural Networks with Transfer Learning

Filip Skurniak, Maria Janicka, Aleksander Wawer

Detecting Figurative Word Occurrences Using Recurrent Neural Networks

Agnieszka Mykowiecka, Aleksander Wawer, Malgorzata Marciniak

Conditional Random Fields for Metaphor Detection

Anna Mosolova, Ivan Bondarenko, Vadim Fomin

Di-LSTM Contrast : A Deep Neural Network for Metaphor Detection

Krishnkant Swarnkar, Anil Kumar Singh

Neural Metaphor Detecting with CNN-LSTM Model

Chuhan Wu, Fangzhao Wu, Yubo Chen, Sixing Wu, Zhigang Yuan

Computationally Constructed Concepts: A Machine Learning Approach to Metaphor Interpretation Using Usage-Based Construction Grammatical Cues

Zachary Rosen

Bigrams and BiLSTMs Two Neural Networks for Sequential Metaphor Detection

Yuri Bizzoni, Mehdi Ghanimifard

Phrase-Level Metaphor Identification Using Distributed Representations of Word Meaning

Omnia Zayed, John P. McCrae, Paul Buitelaar

Unsupervised Detection of Metaphorical Adjective-Noun Pairs

Malay Pramanick, Pabitra Mitra

An LSTM-CRF Based Approach to Token-Level Metaphor Detection

Malay Pramanick, Ashim Gupta, Pabitra Mitra

A Report on the 2018 VUA Metaphor Detection Shared Task

Chee Wee (Ben) Leong, Beata Beigman Klebanov, Ekaterina Shutova

Predicting Human Metaphor Paraphrase Judgments with Deep Neural Networks

Yuri Bizzoni, Shalom Lappin

Catching Idiomatic Expressions in EFL Essays

Michael Flor, Beata Beigman Klebanov

Literal, Metphorical or Both? Detecting Metaphoricity in Isolated Adjective-Noun Phrases

Agnieszka Mykowiecka, Malgorzata Marciniak, Aleksander Wawer

Leveraging Syntactic Constructions for Metaphor Identification

Kevin Stowe, Martha Palmer

Linguistic Features of Sarcasm and Metaphor Production Quality

Stephen Skalicky, Scott Crossley

Challenges in Finding Metaphorical Connections

Katy Gero, Lydia Chilton

Proceedings of the Workshop on Figurative Language Processing

Beata Beigman Klebanov, Ekaterina Shutova, Patricia Lichtenstein, Smaranda Muresan, Chee Wee

#MeToo Alexa: How Conversational Systems Respond to Sexual Harassment

Amanda Cercas Curry, Verena Rieser

On the Utility of Lay Summaries and AI Safety Disclosures: Toward Robust, Open Research Oversight

Allen Schmaltz

Proceedings of the Second ACL Workshop on Ethics in Natural Language Processing

Mark Alfano, Dirk Hovy, Margaret Mitchell, Michael Strube

Event versus entity co-reference: Effects of context and form of referring expression

Sharid Loáiciga, Luca Bevacqua, Hannah Rohde, Christian Hardmeier

Modeling Brain Activity Associated with Pronoun Resolution in English and Chinese

Jixing Li, Murielle Fabre, Wen-Ming Luh, John Hale

A Fine-grained Large-scale Analysis of Coreference Projection

Michal Novák

PAWS: A Multi-lingual Parallel Treebank with Anaphoric Relations

Anna Nedoluzhko, Michal Novák, Maciej Ogrodniczuk

Detecting and Resolving Shell Nouns in German

Adam Roussel

Towards Bridging Resolution in German: Data Analysis and Rule-based Experiments

Janis Pagel, Ina Roesiger