NAACL 2019

752 papers

GraphIE: A Graph-Based Framework for Information Extraction

Yujie Qian, Enrico Santus, Zhijing Jin, Jiang Guo, Regina Barzilay

Sub-event detection from twitter streams as a sequence labeling problem

Giannis Bekoulis, Johannes Deleu, Thomas Demeester, Chris Develder

Event Detection without Triggers

Shulin Liu, Yang Li, Feng Zhang, Tao Yang, Xinpeng Zhou

Better Modeling of Incomplete Annotations for Named Entity Recognition

Zhanming Jie, Pengjun Xie, Wei Lu, Ruixue Ding, Linlin Li

Pooled Contextualized Embeddings for Named Entity Recognition

Alan Akbik, Tanja Bergmann, Roland Vollgraf

Viable Dependency Parsing as Sequence Labeling

Michalina Strzyz, David Vilares, Carlos Gómez-Rodríguez

Left-to-Right Dependency Parsing with Pointer Networks

Daniel Fernández-González, Carlos Gómez-Rodríguez

Syntax-aware Neural Semantic Role Labeling with Supertags

Jungo Kasai, Dan Friedman, Robert Frank, Dragomir Radev, Owen Rambow

Fast Concept Mention Grouping for Concept Map-based Multi-Document Summarization

Tobias Falke, Iryna Gurevych

Serial Recall Effects in Neural Language Modeling

Hassan Hajipoor, Hadi Amiri, Maseud Rahgozar, Farhad Oroumchian

Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation

Ori Shapira, David Gabay, Yang Gao, Hadar Ronen, Ramakanth Pasunuru

SEQˆ3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression

Christos Baziotis, Ion Androutsopoulos, Ioannis Konstas, Alexandros Potamianos

Keyphrase Generation: A Text Summarization Struggle

Erion Çano, Ondřej Bojar

Adversarial Training for Satire Detection: Controlling for Confounding Variables

Robert McHardy, Heike Adel, Roman Klinger

Generalizing Unmasking for Short Texts

Janek Bevendorff, Benno Stein, Matthias Hagen, Martin Potthast

Frowning Frodo, Wincing Leia, and a Seriously Great Friendship: Learning to Classify Emotional Relationships of Fictional Characters

Evgeny Kim, Roman Klinger

Enhancing Opinion Role Labeling with Semantic-Aware Word Representations from Semantic Role Labeling

Meishan Zhang, Peili Liang, Guohong Fu

Combining Sentiment Lexica with a Multi-View Variational Autoencoder

Alexander Hoyle, Lawrence Wolf-Sonkin, Hanna Wallach, Ryan Cotterell, Isabelle Augenstein

Gender Bias in Contextualized Word Embeddings

Jieyu Zhao, Tianlu Wang, Mark Yatskar, Ryan Cotterell, Vicente Ordonez

On Measuring Social Biases in Sentence Encoders

Chandler May, Alex Wang, Shikha Bordia, Samuel R. Bowman, Rachel Rudinger

Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings

Thomas Manzini, Lim Yao Chong, Alan W Black, Yulia Tsvetkov

Lipstick on a Pig: Debiasing Methods Cover up Systematic Gender Biases in Word Embeddings But do not Remove Them

Hila Gonen, Yoav Goldberg

Detection of Abusive Language: the Problem of Biased Datasets

Michael Wiegand, Josef Ruppenhofer, Thomas Kleinbauer

Learning Outside the Box: Discourse-level Features Improve Metaphor Identification

Jesse Mu, Helen Yannakoudakis, Ekaterina Shutova

CLEVR-Dialog: A Diagnostic Dataset for Multi-Round Reasoning in Visual Dialog

Satwik Kottur, José M. F. Moura, Devi Parikh, Dhruv Batra, Marcus Rohrbach

Improving Dialogue State Tracking by Discerning the Relevant Context

Sanuj Sharma, Prafulla Kumar Choubey, Ruihong Huang

CITE: A Corpus of Image-Text Discourse Relations

Malihe Alikhani, Sreyasi Nag Chowdhury, Gerard de Melo, Matthew Stone

Joint Multiple Intent Detection and Slot Labeling for Goal-Oriented Dialog

Rashmi Gangadharaiah, Balakrishnan Narayanaswamy

IMHO Fine-Tuning Improves Claim Detection

Tuhin Chakrabarty, Christopher Hidey, Kathy McKeown

Seeing Things from a Different Angle:Discovering Diverse Perspectives about Claims

Sihao Chen, Daniel Khashabi, Wenpeng Yin, Chris Callison-Burch, Dan Roth

Asking the Right Question: Inferring Advice-Seeking Intentions from Personal Narratives

Liye Fu, Jonathan P. Chang, Cristian Danescu-Niculescu-Mizil

Outlier Detection for Improved Data Quality and Diversity in Dialog Systems

Stefan Larson, Anish Mahendran, Andrew Lee, Jonathan K. Kummerfeld, Parker Hill

Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset for Examining Semantic Composition

Shima Asaadi, Saif Mohammad, Svetlana Kiritchenko

Evaluating Style Transfer for Text

Remi Mir, Bjarke Felbo, Nick Obradovich, Iyad Rahwan

Attentive Mimicking: Better Word Embeddings by Attending to Informative Contexts

Timo Schick, Hinrich Schütze

Content Differences in Syntactic and Semantic Representation

Daniel Hershcovich, Omri Abend, Ari Rappoport

Understanding and Improving Hidden Representations for Neural Machine Translation

Guanlin Li, Lemao Liu, Xintong Li, Conghui Zhu, Tiejun Zhao

Aligning Vector-spaces with Noisy Supervised Lexicon

Noa Yehezkel Lubin, Jacob Goldberger, Yoav Goldberg

Code-Switching for Enhancing NMT with Pre-Specified Translation

Kai Song, Yue Zhang, Heng Yu, Weihua Luo, Kun Wang

Bi-Directional Differentiable Input Reconstruction for Low-Resource Neural Machine Translation

Xing Niu, Weijia Xu, Marine Carpuat

Lost in Machine Translation: A Method to Reduce Meaning Loss

Reuben Cohn-Gordon, Noah Goodman

ReWE: Regressing Word Embeddings for Regularization of Neural Machine Translation Systems

Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Nazanin Esmaili, Massimo Piccardi

Learning Bilingual Sentiment-Specific Word Embeddings without Cross-lingual Supervision

Yanlin Feng, Xiaojun Wan

Simplified Neural Unsupervised Domain Adaptation

Timothy Miller

Learning Interpretable Negation Rules via Weak Supervision at Document Level: A Reinforcement Learning Approach

Nicolas Pröllochs, Stefan Feuerriegel, Dirk Neumann

HiGRU: Hierarchical Gated Recurrent Units for Utterance-Level Emotion Recognition

Wenxiang Jiao, Haiqin Yang, Irwin King, Michael R. Lyu

A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification

Ziqian Zeng, Wenxuan Zhou, Xin Liu, Yangqiu Song

Utilizing BERT for Aspect-Based Sentiment Analysis via Constructing Auxiliary Sentence

Chi Sun, Luyao Huang, Xipeng Qiu

Multi-task Learning for Multi-modal Emotion Recognition and Sentiment Analysis

Md Shad Akhtar, Dushyant Chauhan, Deepanway Ghosal, Soujanya Poria, Asif Ekbal

Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation

Radu Tudor Ionescu, Andrei Butnaru

BAG: Bi-directional Attention Entity Graph Convolutional Network for Multi-hop Reasoning Question Answering

Yu Cao, Meng Fang, Dacheng Tao

UHop: An Unrestricted-Hop Relation Extraction Framework for Knowledge-Based Question Answering

Zi-Yuan Chen, Chih-Hung Chang, Yi-Pei Chen, Jijnasa Nayak, Lun-Wei Ku

Learning to Attend On Essential Terms: An Enhanced Retriever-Reader Model for Open-domain Question Answering

Jianmo Ni, Chenguang Zhu, Weizhu Chen, Julian McAuley

Simple Question Answering with Subgraph Ranking and Joint-Scoring

Wenbo Zhao, Tagyoung Chung, Anuj Goyal, Angeliki Metallinou

FreebaseQA: A New Factoid QA Data Set Matching Trivia-Style Question-Answer Pairs with Freebase

Kelvin Jiang, Dekun Wu, Hui Jiang

ComQA: A Community-sourced Dataset for Complex Factoid Question Answering with Paraphrase Clusters

Abdalghani Abujabal, Rishiraj Saha Roy, Mohamed Yahya, Gerhard Weikum

A Study of Incorrect Paraphrases in Crowdsourced User Utterances

Mohammad-Ali Yaghoub-Zadeh-Fard, Boualem Benatallah, Moshe Chai Barukh, Shayan Zamanirad

Riemannian Normalizing Flow on Variational Wasserstein Autoencoder for Text Modeling

Prince Zizhuang Wang, William Yang Wang

Neural Finite-State Transducers: Beyond Rational Relations

Chu-Cheng Lin, Hao Zhu, Matthew R. Gormley, Jason Eisner

Evaluating Composition Models for Verb Phrase Elliptical Sentence Embeddings

Gijs Wijnholds, Mehrnoosh Sadrzadeh

Recurrent models and lower bounds for projective syntactic decoding

Natalie Schluter

Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing

Hao Fu, Chunyuan Li, Xiaodong Liu, Jianfeng Gao, Asli Celikyilmaz

CCG Parsing Algorithm with Incremental Tree Rotation

Miloš Stanojević, Mark Steedman

How Bad are PoS Tagger in Cross-Corpora Settings? Evaluating Annotation Divergence in the UD Project.

Guillaume Wisniewski, François Yvon

Discontinuous Constituency Parsing with a Stack-Free Transition System and a Dynamic Oracle

Maximin Coavoux, Shay B. Cohen

Phylogenic Multi-Lingual Dependency Parsing

Mathieu Dehouck, Pascal Denis

Implementation of a Chomsky-Schützenberger n-best parser for weighted multiple context-free grammars

Thomas Ruprecht, Tobias Denkinger

Topic-Guided Variational Auto-Encoder for Text Generation

Wenlin Wang, Zhe Gan, Hongteng Xu, Ruiyi Zhang, Guoyin Wang

Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data

Wei Zhao, Liang Wang, Kewei Shen, Ruoyu Jia, Jingming Liu

Answer-based Adversarial Training for Generating Clarification Questions

Sudha Rao, Hal Daume III

“President Vows to Cut <Taxes> Hair”: Dataset and Analysis of Creative Text Editing for Humorous Headlines

Nabil Hossain, John Krumm, Michael Gamon

AudioCaps: Generating Captions for Audios in The Wild

Chris Dongjoo Kim, Byeongchang Kim, Hyunmin Lee, Gunhee Kim

Lost in Interpretation: Predicting Untranslated Terminology in Simultaneous Interpretation

Nikolai Vogler, Craig Stewart, Graham Neubig

Massively Multilingual Adversarial Speech Recognition

Oliver Adams, Matthew Wiesner, Shinji Watanabe, David Yarowsky

Giving Attention to the Unexpected: Using Prosody Innovations in Disfluency Detection

Vicky Zayats, Mari Ostendorf

Measuring the perceptual availability of phonological features during language acquisition using unsupervised binary stochastic autoencoders

Cory Shain, Micha Elsner

Pre-training on high-resource speech recognition improves low-resource speech-to-text translation

Sameer Bansal, Herman Kamper, Karen Livescu, Adam Lopez, Sharon Goldwater

Understanding language-elicited EEG data by predicting it from a fine-tuned language model

Dan Schwartz, Tom Mitchell

Neural language models as psycholinguistic subjects: Representations of syntactic state

Richard Futrell, Ethan Wilcox, Takashi Morita, Peng Qian, Miguel Ballesteros

Neural Self-Training through Spaced Repetition

Hadi Amiri

The emergence of number and syntax units in LSTM language models

Yair Lakretz, Germán Kruszewski, Théo Desbordes, Dieuwke Hupkes, Stanislas Dehaene

Entity Recognition at First Sight: Improving NER with Eye Movement Information

Nora Hollenstein, Ce Zhang

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers)

Jill Burstein, Christy Doran, Thamar Solorio

Applying Rhetorical Structure Theory to Student Essays for Providing Automated Writing Feedback

Shiyan Jiang, Kexin Yang, Chandrakumari Suvarna, Pooja Casula, Mingtong Zhang

Using Rhetorical Structure Theory to Assess Discourse Coherence for Non-native Spontaneous Speech

Xinhao Wang, Binod Gyawali, James V. Bruno, Hillary R. Molloy, Keelan Evanini

Towards discourse annotation and sentiment analysis of the Basque Opinion Corpus

Jon Alkorta, Koldo Gojenola, Mikel Iruskieta

GumDrop at the DISRPT2019 Shared Task: A Model Stacking Approach to Discourse Unit Segmentation and Connective Detection

Yue Yu, Yilun Zhu, Yang Liu, Yan Liu, Siyao Peng

Multilingual segmentation based on neural networks and pre-trained word embeddings

Mikel Iruskieta, Kepa Bengoetxea, Aitziber Atutxa Salazar, Arantza Diaz de Ilarraza

ToNy: Contextual embeddings for accurate multilingual discourse segmentation of full documents

Philippe Muller, Chloé Braud, Mathieu Morey

Multi-lingual and Cross-genre Discourse Unit Segmentation

Peter Bourgonje, Robin Schäfer

The DISRPT 2019 Shared Task on Elementary Discourse Unit Segmentation and Connective Detection

Amir Zeldes, Debopam Das, Erick Galani Maziero, Juliano Antonio, Mikel Iruskieta

RST-Tace A tool for automatic comparison and evaluation of RST trees

Shujun Wan, Tino Kutschbach, Anke Lüdeling, Manfred Stede

Towards the Data-driven System for Rhetorical Parsing of Russian Texts

Elena Chistova, Maria Kobozeva, Dina Pisarevskaya, Artem Shelmanov, Ivan Smirnov

Beyond The Wall Street Journal: Anchoring and Comparing Discourse Signals across Genres

Yang Liu

EusDisParser: improving an under-resourced discourse parser with cross-lingual data

Mikel Iruskieta, Chloé Braud

A Discourse Signal Annotation System for RST Trees

Luke Gessler, Yang Liu, Amir Zeldes

Annotating Shallow Discourse Relations in Twitter Conversations

Tatjana Scheffler, Berfin Aktas, Debopam Das, Manfred Stede

The Rhetorical Structure of Attribution

Andrew Potter

Nuclearity in RST and signals of coherence relations

Debopam Das

From News to Medical: Cross-domain Discourse Segmentation

Elisa Ferracane, Titan Page, Junyi Jessy Li, Katrin Erk