NAACL 2019

752 papers

Glocal: Incorporating Global Information in Local Convolution for Keyphrase Extraction

Animesh Prasad, Min-Yen Kan

Tim vor der Brück, Marc Pouly

Hierarchical User and Item Representation with Three-Tier Attention for Recommendation

Chuhan Wu, Fangzhao Wu, Junxin Liu, Yongfeng Huang

Modeling Document-level Causal Structures for Event Causal Relation Identification

Lei Gao, Prafulla Kumar Choubey, Ruihong Huang

Unsupervised Dialog Structure Learning

Weiyan Shi, Tiancheng Zhao, Zhou Yu

A Streamlined Method for Sourcing Discourse-level Argumentation Annotations from the Crowd

Tristan Miller, Maria Sukhareva, Iryna Gurevych

A Crowdsourced Corpus of Multiple Judgments and Disagreement on Anaphoric Interpretation

Massimo Poesio, Jon Chamberlain, Silviu Paun, Juntao Yu, Alexandra Uma

Box of Lies: Multimodal Deception Detection in Dialogues

Felix Soldner, Veronica Perez-Rosas, Rada Mihalcea

Fixed That for You: Generating Contrastive Claims with Semantic Edits

Christopher Hidey, Kathy McKeown

Single Document Summarization as Tree Induction

Yang Liu, Ivan Titov, Mirella Lapata

Pun Generation with Surprise

He He, Nanyun Peng, Percy Liang

An Empirical Investigation of Global and Local Normalization for Recurrent Neural Sequence Models Using a Continuous Relaxation to Beam Search

Kartik Goyal, Chris Dyer, Taylor Berg-Kirkpatrick

What makes a good conversation? How controllable attributes affect human judgments

Abigail See, Stephen Roller, Douwe Kiela, Jason Weston

Unifying Human and Statistical Evaluation for Natural Language Generation

Tatsunori B. Hashimoto, Hugh Zhang, Percy Liang

Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation

Sebastian Gehrmann, Steven Layne, Franck Dernoncourt

No Permanent Friends or Enemies: Tracking Relationships between Nations from News

Xiaochuang Han, Eunsol Choi, Chenhao Tan

Something’s Brewing! Early Prediction of Controversy-causing Posts from Discussion Features

Jack Hessel, Lillian Lee

Text Processing Like Humans Do: Visually Attacking and Shielding NLP Systems

Steffen Eger, Gözde Gül Şahin, Andreas Rücklé, Ji-Ung Lee, Claudia Schulz

Microblog Hashtag Generation via Encoding Conversation Contexts

Yue Wang, Jing Li, Irwin King, Michael R. Lyu, Shuming Shi

Early Rumour Detection

Kaimin Zhou, Chang Shu, Binyang Li, Jey Han Lau

Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency Parsing

Tal Schuster, Ori Ram, Regina Barzilay, Amir Globerson

Density Matching for Bilingual Word Embedding

Chunting Zhou, Xuezhe Ma, Di Wang, Graham Neubig

Cross-lingual CCG Induction

Kilian Evang

Recursive Subtree Composition in LSTM-Based Dependency Parsing

Miryam de Lhoneux, Miguel Ballesteros, Joakim Nivre

Analyzing Bayesian Crosslingual Transfer in Topic Models

Shudong Hao, Michael J. Paul

Quantifying the morphosyntactic content of Brown Clusters

Manuel R. Ciosici, Leon Derczynski, Ira Assent

A Probabilistic Generative Model of Linguistic Typology

Johannes Bjerva, Yova Kementchedjhieva, Ryan Cotterell, Isabelle Augenstein

A Simple Joint Model for Improved Contextual Neural Lemmatization

Chaitanya Malaviya, Shijie Wu, Ryan Cotterell

One Size Does Not Fit All: Comparing NMT Representations of Different Granularities

Nadir Durrani, Fahim Dalvi, Hassan Sajjad, Yonatan Belinkov, Preslav Nakov

Improving Lemmatization of Non-Standard Languages with Joint Learning

Enrique Manjavacas, Ákos Kádár, Mike Kestemont

A Silver Standard Corpus of Human Phenotype-Gene Relations

Diana Sousa, Andre Lamurias, Francisco M. Couto

Detecting Depression in Social Media using Fine-Grained Emotions

Mario Ezra Aragón, Adrian Pastor López-Monroy, Luis Carlos González-Gurrola, Manuel Montes-y-Gómez

Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction

Yinfei Yang, Oshin Agarwal, Chris Tar, Byron C. Wallace, Ani Nenkova

Xiang Dai, Sarvnaz Karimi, Ben Hachey, Cecile Paris

Conversation Model Fine-Tuning for Classifying Client Utterances in Counseling Dialogues

Sungjoon Park, Donghyun Kim, Alice Oh

Relation Extraction using Explicit Context Conditioning

Gaurav Singh, Parminder Bhatia

Detecting cognitive impairments by agreeing on interpretations of linguistic features

Zining Zhu, Jekaterina Novikova, Frank Rudzicz

Biomedical Event Extraction based on Knowledge-driven Tree-LSTM

Diya Li, Lifu Huang, Heng Ji, Jiawei Han

Predicting the Type and Target of Offensive Posts in Social Media

Marcos Zampieri, Shervin Malmasi, Preslav Nakov, Sara Rosenthal, Noura Farra

Vector of Locally Aggregated Embeddings for Text Representation

Hadi Amiri, Mitra Mohtarami

Issue Framing in Online Discussion Fora

Mareike Hartmann, Tallulah Jansen, Isabelle Augenstein, Anders Søgaard

Fake News Detection using Deep Markov Random Fields

Duc Minh Nguyen, Tien Huu Do, Robert Calderbank, Nikos Deligiannis

Analyzing the Perceived Severity of Cybersecurity Threats Reported on Social Media

Shi Zong, Alan Ritter, Graham Mueller, Evan Wright

White-to-Black: Efficient Distillation of Black-Box Adversarial Attacks

Yotam Gil, Yoav Chai, Or Gorodissky, Jonathan Berant

Detecting Cybersecurity Events from Noisy Short Text

Semih Yagcioglu, Mehmet Saygin Seyfioglu, Begum Citamak, Batuhan Bardak, Seren Guldamlasioglu

Multi-Channel Convolutional Neural Network for Twitter Emotion and Sentiment Recognition

Jumayel Islam, Robert E. Mercer, Lu Xiao

Joint Multi-Label Attention Networks for Social Text Annotation

Hang Dong, Wei Wang, Kaizhu Huang, Frans Coenen

From legal to technical concept: Towards an automated classification of German political Twitter postings as criminal offenses

Frederike Zufall, Tobias Horsmann, Torsten Zesch

Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation

Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq Joty

Star-Transformer

Qipeng Guo, Xipeng Qiu, Pengfei Liu, Yunfan Shao, Xiangyang Xue

Cross-Corpora Evaluation and Analysis of Grammatical Error Correction Models — Is Single-Corpus Evaluation Enough?

Masato Mita, Tomoya Mizumoto, Masahiro Kaneko, Ryo Nagata, Kentaro Inui

PAWS: Paraphrase Adversaries from Word Scrambling

yuan zhang, Jason Baldridge, Luheng He

Casting Light on Invisible Cities: Computationally Engaging with Literary Criticism

Shufan Wang, Mohit Iyyer

Does My Rebuttal Matter? Insights from a Major NLP Conference

Yang Gao, Steffen Eger, Ilia Kuznetsov, Iryna Gurevych, Yusuke Miyao

WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations

Mohammad Taher Pilehvar, Jose Camacho-Collados

Tensorized Self-Attention: Efficiently Modeling Pairwise and Global Dependencies Together

Tao Shen, Tianyi Zhou, Guodong Long, Jing Jiang, Chengqi Zhang

Disentangling Language and Knowledge in Task-Oriented Dialogs

Dinesh Raghu, Nikhil Gupta, Mausam

Jointly Optimizing Diversity and Relevance in Neural Response Generation

Xiang Gao, Sungjin Lee, Yizhe Zhang, Chris Brockett, Michel Galley

Skeleton-to-Response: Dialogue Generation Guided by Retrieval Memory

Deng Cai, Yan Wang, Wei Bi, Zhaopeng Tu, Xiaojiang Liu

Rethinking Action Spaces for Reinforcement Learning in End-to-end Dialog Agents with Latent Variable Models

Tiancheng Zhao, Kaige Xie, Maxine Eskenazi

Modeling Recurrence for Transformer

Jie Hao, Xing Wang, Baosong Yang, Longyue Wang, Jinfeng Zhang

Consistency by Agreement in Zero-Shot Neural Machine Translation

Maruan Al-Shedivat, Ankur Parikh

Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation

Jiawei Wu, Xin Wang, William Yang Wang

Competence-based Curriculum Learning for Neural Machine Translation

Emmanouil Antonios Platanios, Otilia Stretcu, Graham Neubig, Barnabás Póczos, Tom Mitchell

Syntax-Enhanced Neural Machine Translation with Syntax-Aware Word Representations

Meishan Zhang, Zhenghua Li, Guohong Fu, Min Zhang

Knowledge-Augmented Language Model and Its Application to Unsupervised Named-Entity Recognition

Angli Liu, Jingfei Du, Veselin Stoyanov

Unsupervised Latent Tree Induction with Deep Inside-Outside Recursive Auto-Encoders

Andrew Drozdov, Patrick Verga, Mohit Yadav, Mohit Iyyer, Andrew McCallum

Cooperative Learning of Disjoint Syntax and Semantics

Serhii Havrylov, Germán Kruszewski, Armand Joulin

Unsupervised Recurrent Neural Network Grammars

Yoon Kim, Alexander Rush, Lei Yu, Adhiguna Kuncoro, Chris Dyer

Mutual Information Maximization for Simple and Accurate Part-Of-Speech Induction

Karl Stratos

Linguistic Knowledge and Transferability of Contextual Representations

Nelson F. Liu, Matt Gardner, Yonatan Belinkov, Matthew E. Peters, Noah A. Smith

What just happened? Evaluating retrofitted distributional word vectors

Dmetri Hayes

Cross-Topic Distributional Semantic Representations Via Unsupervised Mappings

Eleftheria Briakou, Nikos Athanasiou, Alexandros Potamianos

Word-Node2Vec: Improving Word Embedding with Document-Level Non-Local Word Co-occurrences

Procheta Sen, Debasis Ganguly, Gareth Jones

Integrating Semantic Knowledge to Tackle Zero-shot Text Classification

Jingqing Zhang, Piyawat Lertvittayakumjorn, Yike Guo

Relation Extraction with Temporal Reasoning Based on Memory Augmented Distant Supervision

Jianhao Yan, Lin He, Ruqin Huang, Jian Li, Ying Liu

A Submodular Feature-Aware Framework for Label Subset Selection in Extreme Classification Problems

Elham J. Barezi, Ian D. Wood, Pascale Fung, Hamid R. Rabiee

Adversarial Training for Weakly Supervised Event Detection

Xiaozhi Wang, Xu Han, Zhiyuan Liu, Maosong Sun, Peng Li

Graph Pattern Entity Ranking Model for Knowledge Graph Completion

Takuma Ebisu, Ryutaro Ichise

Adaptive Convolution for Multi-Relational Learning

Xiaotian Jiang, Quan Wang, Bin Wang

Strong Baselines for Complex Word Identification across Multiple Languages

Pierre Finnimore, Elisabeth Fritzsch, DANIEL KING, Alison Sneyd, Aneeq Ur Rehman

Generating Token-Level Explanations for Natural Language Inference

James Thorne, Andreas Vlachos, Christos Christodoulopoulos, Arpit Mittal

Correlation Coefficients and Semantic Textual Similarity

Vitalii Zhelezniak, Aleksandar Savkov, April Shen, Nils Hammerla

Integration of Knowledge Graph Embedding Into Topic Modeling with Hierarchical Dirichlet Process

Dingcheng Li, Siamak Zamani, Jingyuan Zhang, Ping Li

Better Word Embeddings by Disentangling Contextual n-Gram Information

Prakhar Gupta, Matteo Pagliardini, Martin Jaggi

A Systematic Study of Leveraging Subword Information for Learning Word Representations

Yi Zhu, Ivan Vulić, Anna Korhonen

The problem with probabilistic DAG automata for semantic graphs

Ieva Vasiljeva, Sorcha Gilroy, Adam Lopez

Recovering dropped pronouns in Chinese conversations via modeling their referents

Jingxuan Yang, Jianzhuo Tong, Si Li, Sheng Gao, Jun Guo

Unsupervised Deep Structured Semantic Models for Commonsense Reasoning

Shuohang Wang, Sheng Zhang, Yelong Shen, Xiaodong Liu, Jingjing Liu

Incorporating Context and External Knowledge for Pronoun Coreference Resolution

Hongming Zhang, Yan Song, Yangqiu Song

How to Avoid Sentences Spelling Boring? Towards a Neural Approach to Unsupervised Metaphor Generation

Zhiwei Yu, Xiaojun Wan

Courteously Yours: Inducing courteous behavior in Customer Care responses using Reinforced Pointer Generator Network

Hitesh Golchha, Mauajama Firdaus, Asif Ekbal, Pushpak Bhattacharyya

Improved Lexically Constrained Decoding for Translation and Monolingual Rewriting

J. Edward Hu, Huda Khayrallah, Ryan Culkin, Patrick Xia, Tongfei Chen

PoMo: Generating Entity-Specific Post-Modifiers in Context

Jun Seok Kang, Robert Logan, Zewei Chu, Yang Chen, Dheeru Dua

Adversarial Decomposition of Text Representation

Alexey Romanov, Anna Rumshisky, Anna Rogers, David Donahue

Description-Based Zero-shot Fine-Grained Entity Typing

Rasha Obeidat, Xiaoli Fern, Hamed Shahbazi, Prasad Tadepalli

Sentence Embedding Alignment for Lifelong Relation Extraction

Hong Wang, Wenhan Xiong, Mo Yu, Xiaoxiao Guo, Shiyu Chang

Improving Event Coreference Resolution by Learning Argument Compatibility from Unlabeled Data

Yin Jou Huang, Jing LU, Sadao Kurohashi, Vincent Ng

Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing

Wenhan Xiong, Jiawei Wu, Deren Lei, Mo Yu, Shiyu Chang

OpenKI: Integrating Open Information Extraction and Knowledge Bases with Relation Inference

Dongxu Zhang, Subhabrata Mukherjee, Colin Lockard, Luna Dong, Andrew McCallum