NAACL 2018

588 papers

Integrating Predictions from Neural-Network Relation Classifiers into Coreference and Bridging Resolution

Ina Roesiger, Maximilian Köper, Kim Anh Nguyen, Sabine Schulte im Walde

A Predictive Model for Notional Anaphora in English

Amir Zeldes

Rule- and Learning-based Methods for Bridging Resolution in the ARRAU Corpus

Ina Roesiger

Anaphora Resolution with the ARRAU Corpus

Massimo Poesio, Yulia Grishina, Varada Kolhatkar, Nafise Moosavi, Ina Roesiger

Anaphora Resolution for Twitter Conversations: An Exploratory Study

Berfin Aktas, Tatjana Scheffler, Manfred Stede

Proceedings of the First Workshop on Computational Models of Reference, Anaphora and Coreference

Massimo Poesio, Vincent Ng, Maciej Ogrodniczuk

Helping or Hurting? Predicting Changes in Users’ Risk of Self-Harm Through Online Community Interactions

Luca Soldaini, Timothy Walsh, Arman Cohan, Julien Han, Nazli Goharian

Within and Between-Person Differences in Language Used Across Anxiety Support and Neutral Reddit Communities

Molly Ireland, Micah Iserman

Predicting Human Trustfulness from Facebook Language

Mohammadzaman Zamani, Anneke Buffone, H. Andrew Schwartz

RSDD-Time: Temporal Annotation of Self-Reported Mental Health Diagnoses

Sean MacAvaney, Bart Desmet, Arman Cohan, Luca Soldaini, Andrew Yates

Dynamics of an idiostyle of a Russian suicidal blogger

Tatiana Litvinova, Olga Litvinova, Pavel Seredin

Oral-Motor and Lexical Diversity During Naturalistic Conversations in Adults with Autism Spectrum Disorder

Julia Parish-Morris, Evangelos Sariyanidi, Casey Zampella, G. Keith Bartley, Emily Ferguson

Automatic Detection of Incoherent Speech for Diagnosing Schizophrenia

Dan Iter, Jong Yoon, Dan Jurafsky

Can adult mental health be predicted by childhood future-self narratives? Insights from the CLPsych 2018 Shared Task

Kylie Radford, Louise Lavrencic, Ruth Peters, Kim Kiely, Ben Hachey

Predicting Psychological Health from Childhood Essays. The UGent-IDLab CLPsych 2018 Shared Task System.

Klim Zaporojets, Lucas Sterckx, Johannes Deleu, Thomas Demeester, Chris Develder

A Psychologically Informed Approach to CLPsych Shared Task 2018

Almog Simchon, Michael Gilead

Predicting Psychological Health from Childhood Essays with Convolutional Neural Networks for the CLPsych 2018 Shared Task (Team UKNLP)

Anthony Rios, Tung Tran, Ramakanth Kavuluru

Current and Future Psychological Health Prediction using Language and Socio-Demographics of Children for the CLPysch 2018 Shared Task

Sharath Chandra Guntuku, Salvatore Giorgi, Lyle Ungar

Deep Learning for Depression Detection of Twitter Users

Ahmed Husseini Orabi, Prasadith Buddhitha, Mahmoud Husseini Orabi, Diana Inkpen

Cross-cultural differences in language markers of depression online

Kate Loveys, Jonathan Torrez, Alex Fine, Glen Moriarty, Glen Coppersmith

Hierarchical neural model with attention mechanisms for the classification of social media text related to mental health

Julia Ive, George Gkotsis, Rina Dutta, Robert Stewart, Sumithra Velupillai

Using contextual information for automatic triage of posts in a peer-support forum

Edgar Altszyler, Ariel J. Berenstein, David Milne, Rafael A. Calvo, Diego Fernández Slezak

An Approach to the CLPsych 2018 Shared Task Using Top-Down Text Representation and Simple Bottom-Up Model Selection

Micah Iserman, Molly Ireland, Andrew Littlefield, Tyler Davis, Sage Maliepaard

CLPsych 2018 Shared Task: Predicting Current and Future Psychological Health from Childhood Essays

Veronica Lynn, Alissa Goodman, Kate Niederhoffer, Kate Loveys, Philip Resnik

Expert, Crowdsourced, and Machine Assessment of Suicide Risk via Online Postings

Han-Chin Shing, Suraj Nair, Ayah Zirikly, Meir Friedenberg, Hal Daume III

A Linguistically-Informed Fusion Approach for Multimodal Depression Detection

Michelle Morales, Stefan Scherer, Rivka Levitan

What type of happiness are you looking for? - A closer look at detecting mental health from language

Alina Arseniev-Koehler, Sharon Mozgai, Stefan Scherer

Proceedings of the Fifth Workshop on Computational Linguistics and Clinical Psychology: From Keyboard to Clinic

Kate Loveys, Kate Niederhoffer, Emily Prud’hommeaux, Rebecca Resnik, Philip Resnik

Cross-Lingual Content Scoring

Andrea Horbach, Sebastian Stennmanns, Torsten Zesch

Co-Attention Based Neural Network for Source-Dependent Essay Scoring

Haoran Zhang, Diane Litman

Automatic Distractor Suggestion for Multiple-Choice Tests Using Concept Embeddings and Information Retrieval

Le An Ha, Victoria Yaneva

Neural sequence modelling for learner error prediction

Zheng Yuan

CLUF: a Neural Model for Second Language Acquisition Modeling

Shuyao Xu, Jin Chen, Long Qin

Deep Factorization Machines for Knowledge Tracing

Jill-Jenn Vie

TMU System for SLAM-2018

Masahiro Kaneko, Tomoyuki Kajiwara, Mamoru Komachi

Feature Engineering for Second Language Acquisition Modeling

Guanliang Chen, Claudia Hauff, Geert-Jan Houben

Predicting Second Language Learner Successes and Mistakes by Means of Conjunctive Features

Yves Bestgen

Complex Word Identification Using Character n-grams

Maja Popović

NILC at CWI 2018: Exploring Feature Engineering and Feature Learning

Nathan Hartmann, Leandro Borges dos Santos

Deep Learning Architecture for Complex Word Identification

Dirk De Hertog, Anaïs Tack

Complex Word Identification: Convolutional Neural Network vs. Feature Engineering

Segun Taofeek Aroyehun, Jason Angel, Daniel Alejandro Pérez Alvarez, Alexander Gelbukh

SB@GU at the Complex Word Identification 2018 Shared Task

David Alfter, Ildikó Pilán

The Effect of Adding Authorship Knowledge in Automated Text Scoring

Meng Zhang, Xie Chen, Ronan Cummins, Øistein E. Andersen, Ted Briscoe

OneStopEnglish corpus: A new corpus for automatic readability assessment and text simplification

Sowmya Vajjala, Ivana Lucic

A Portuguese Native Language Identification Dataset

Iria del Río Gayo, Marcos Zampieri, Shervin Malmasi

Distractor Generation for Multiple Choice Questions Using Learning to Rank

Chen Liang, Xiao Yang, Neisarg Dave, Drew Wham, Bart Pursel

Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models

Mayank Kulkarni, Kristy Boyer

Automated Content Analysis: A Case Study of Computer Science Student Summaries

Yanjun Gao, Patricia M. Davies, Rebecca J. Passonneau

A Semantic Role-based Approach to Open-Domain Automatic Question Generation

Michael Flor, Brian Riordan

Language Model Based Grammatical Error Correction without Annotated Training Data

Christopher Bryant, Ted Briscoe

Annotation and Classification of Sentence-level Revision Improvement

Tazin Afrin, Diane Litman

A Memory-Sensitive Classification Model of Errors in Early Second Language Learning

Brendan Tomoschuk, Jarrett Lovelett

Modeling Second-Language Learning from a Psychological Perspective

Alexander Rich, Pamela Osborn Popp, David Halpern, Anselm Rothe, Todd Gureckis

Second Language Acquisition Modeling: An Ensemble Approach

Anton Osika, Susanna Nilsson, Andrii Sydorchuk, Faruk Sahin, Anders Huss

Context Based Approach for Second Language Acquisition

Nihal V. Nayak, Arjun R. Rao

Grotoco@SLAM: Second Language Acquisition Modeling with Simple Features, Learners and Task-wise Models

Sigrid Klerke, Héctor Martínez Alonso, Barbara Plank

The Whole is Greater than the Sum of its Parts: Towards the Effectiveness of Voting Ensemble Classifiers for Complex Word Identification

Nikhil Wani, Sandeep Mathias, Jayashree Aanand Gajjam, Pushpak Bhattacharyya

Complex Word Identification Based on Frequency in a Learner Corpus

Tomoyuki Kajiwara, Mamoru Komachi

CAMB at CWI Shared Task 2018: Complex Word Identification with Ensemble-Based Voting

Sian Gooding, Ekaterina Kochmar

UnibucKernel: A kernel-based learning method for complex word identification

Andrei Butnaru, Radu Tudor Ionescu

Cross-lingual complex word identification with multitask learning

Joachim Bingel, Johannes Bjerva

LaSTUS/TALN at Complex Word Identification (CWI) 2018 Shared Task

Ahmed AbuRa’ed, Horacio Saggion

Chengyu Cloze Test

Zhiying Jiang, Boliang Zhang, Lifu Huang, Heng Ji

Experiments with Universal CEFR Classification

Sowmya Vajjala, Taraka Rama

NT2Lex: A CEFR-Graded Lexical Resource for Dutch as a Foreign Language Linked to Open Dutch WordNet

Anaïs Tack, Thomas François, Piet Desmet, Cédrick Fairon

Generating Feedback for English Foreign Language Exercises

Björn Rudzewitz, Ramon Ziai, Kordula De Kuthy, Verena Möller, Florian Nuxoll

Toward Automatically Measuring Learner Ability from Human-Machine Dialog Interactions using Novel Psychometric Models

Vikram Ramanarayanan, Michelle LaMar

Annotating Student Talk in Text-based Classroom Discussions

Luca Lugini, Diane Litman, Amanda Godley, Christopher Olshefski

Annotating picture description task responses for content analysis

Levi King, Markus Dickinson

COAST - Customizable Online Syllable Enhancement in Texts. A flexible framework for automatically enhancing reading materials

Heiko Holz, Zarah Weiss, Oliver Brehm, Detmar Meurers

Towards Single Word Lexical Complexity Prediction

David Alfter, Elena Volodina

A Report on the Complex Word Identification Shared Task 2018

Seid Muhie Yimam, Chris Biemann, Shervin Malmasi, Gustavo Paetzold, Lucia Specia

Second Language Acquisition Modeling

Burr Settles, Chris Brust, Erin Gustafson, Masato Hagiwara, Nitin Madnani

Estimating Linguistic Complexity for Science Texts

Farah Nadeem, Mari Ostendorf

Automatic Input Enrichment for Selecting Reading Material: An Online Study with English Teachers

Maria Chinkina, Ankita Oswal, Detmar Meurers

Predicting misreadings from gaze in children with reading difficulties

Joachim Bingel, Maria Barrett, Sigrid Klerke

Using Paraphrasing and Memory-Augmented Models to Combat Data Sparsity in Question Interpretation with a Virtual Patient Dialogue System

Lifeng Jin, David King, Amad Hussein, Michael White, Douglas Danforth

Using exemplar responses for training and evaluating automated speech scoring systems

Anastassia Loukina, Klaus Zechner, James Bruno, Beata Beigman Klebanov

Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications

Joel Tetreault, Jill Burstein, Ekaterina Kochmar, Claudia Leacock, Helen Yannakoudakis

Deep Learning for Conversational AI

Pei-Hao Su, Nikola Mrkšić, Iñigo Casanueva, Ivan Vulić

Socially Responsible NLP

Yulia Tsvetkov, Vinodkumar Prabhakaran, Rob Voigt

The interplay between lexical resources and Natural Language Processing

Jose Camacho-Collados, Luis Espinosa Anke, Mohammad Taher Pilehvar

Scalable Construction and Reasoning of Massive Knowledge Bases

Xiang Ren, Nanyun Peng, William Yang Wang

Deep Learning Approaches to Text Production

Claire Gardent, Shashi Narayan

Modelling Natural Language, Programs, and their Intersection

Graham Neubig, Miltiadis Allamanis

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Tutorial Abstracts

Mohit Bansal, Rebecca Passonneau

Sounding Board: A User-Centric and Content-Driven Social Chatbot

Hao Fang, Hao Cheng, Maarten Sap, Elizabeth Clark, Ari Holtzman

Decision Conversations Decoded

Léa Deleris, Debasis Ganguly, Killian Levacher, Martin Stephenson, Francesca Bonin

SMILEE: Symmetric Multi-modal Interactions with Language-gesture Enabled (AI) Embodiment

Sujeong Kim, David Salter, Luke DeLuccia, Kilho Son, Mohamed R. Amer

RiskFinder: A Sentence-level Risk Detector for Financial Reports

Yu-Wen Liu, Liang-Chih Liu, Chuan-Ju Wang, Ming-Feng Tsai

Know Who Your Friends Are: Understanding Social Connections from Unstructured Text

Léa Deleris, Francesca Bonin, Elizabeth Daly, Stéphane Deparis, Yufang Hou

Vis-Eval Metric Viewer: A Visualisation Tool for Inspecting and Evaluating Metric Scores of Machine Translation Output

David Steele, Lucia Specia

Generating Continuous Representations of Medical Texts

Graham Spinks, Marie-Francine Moens

CNNs for NLP in the Browser: Client-Side Deployment and Visualization Opportunities

Yiyun Liang, Zhucheng Tu, Laetitia Huang, Jimmy Lin

VnCoreNLP: A Vietnamese Natural Language Processing Toolkit

Thanh Vu, Dat Quoc Nguyen, Dai Quoc Nguyen, Mark Dras, Mark Johnson

Madly Ambiguous: A Game for Learning about Structural Ambiguity and Why It’s Hard for Computers

Ajda Gokcen, Ethan Hill, Michael White

Entity Resolution and Location Disambiguation in the Ancient Hindu Temples Domain using Web Data

Ayush Maheshwari, Vishwajeet Kumar, Ganesh Ramakrishnan, J. Saketha Nath

ELISA-EDL: A Cross-lingual Entity Extraction, Linking and Localization System

Boliang Zhang, Ying Lin, Xiaoman Pan, Di Lu, Jonathan May

DebugSL: An Interactive Tool for Debugging Sentiment Lexicons

Andrew Schneider, John Male, Saroja Bhogadhi, Eduard Dragut

360° Stance Detection

Sebastian Ruder, John Glover, Afshin Mehrabani, Parsa Ghaffari