Accepted papers - CoNLL 2019

A Case Study on Combining ASR and Visual Features for Generating Instructional Video Captions
Jack Hessel, Bo Pang, Zhenhai Zhu and Radu Soricut

Active Learning via Membership Query Synthesis for Semi-supervised Sentence Classification
Raphael Schumann and Ines Rehbein

A Dual-Attention Hierarchical Recurrent Neural Network for Dialogue Act Classification
Ruizhe Li, Chenghua Lin, Matthew Collinson, Xiao Li and Guanyi Chen

A General-Purpose Algorithm for Constrained Sequential Inference
Daniel Deutsch, Shyam Upadhyay and Dan Roth

A linguist reads the output of the CoNLL-SIGMORPHON 2017 Shared Task
Kyle Gorman, Arya D. McCarthy, Ryan Cotterell, Ekaterina Vylomova, Miikka Silfverberg and Magdalena Markowska

Alleviating Sequence Information Loss with Data Overlapping and Prime Batch Sizes
Noémien Kocher, Christian Scuito, Lorenzo Tarantino, Alexandros Lazaridis, Andreas Fischer and Claudiu Musat

Analysing Neural Language Models: Contextual Decomposition reveals default reasoning in number and gender assignment
Jaap Jumelet, Willem Zuidema and Dieuwke Hupkes

Analyzing Generalization in Natural Language Inference via Controlled Variance in Adversarial Datasets
Ohad Rozen, Vered Shwartz, Roee Aharoni and Ido Dagan

A Personalized Sentiment Model with Textual and Contextual Information
Siwen Guo, Sviatlana Höhn and Christoph Schommer

A Richly Annotated Corpus for Different Tasks in Automated Fact-Checking
Andreas Hanselowski, Christian Stab, Claudia Schulz, Zile Li and Iryna Gurevych

A Simple and Effective Method for Injecting Word-level Information into Character-aware Neural Language Models
Yukun Feng, Hidetaka Kamigaito, Hiroya Takamura and Manabu Okumura

Automated Pyramid Summarization Evaluation
Yanjun Gao, Chen Sun and Rebecca J. Passonneau

Automatically Extracting Challenge Sets for Non-local Phenomena in Neural Machine Translation
Leshem Choshen and Omri Abend

BeamSeg: a Joint Model for Multi-Document Segmentation\\and Topic Identification
Pedro Mota, Maxine Eskenazi and Luisa Coheur

BIOfid Dataset: Publishing a German Gold Standard for Named Entity Recognition in Historical Biodiversity Literature
Sajawel Ahmed, Manuel Stoeckel, Christine Driller, Adrian Pachzelt and Alexander Mehler

Cluster-gated Convolutional Neural Network for Short Text Classification
Haidong Zhang, Wancheng Ni, Meijing Zhao and Ziqi Lin

Code-Switched Language Models Using Neural Based Synthetic Data from Parallel Sentences
Genta Indra Winata, Andrea Madotto, Chien-Sheng Wu and Pascale Fung

CogniVal: A Framework for Cognitive Word Embedding Evaluation
Nora Hollenstein, Antonio De La Torre, Nicolas Langer and Ce Zhang

Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification
Tushaar Gangavarapu, Gokul S Krishnan and Sowmya S Kamath

Comparing Top-down and Bottom-up Neural Generative Dependency Models
Austin Matthews, Graham Neubig and Chris Dyer

Compositional Generalization in Image Captioning
Mitja Nikolaus, Mostafa Abdou, Matthew Lamm, Rahul Aralikatte and Desmond Elliott

Contextualized Cross-Lingual Event Trigger Extraction with Minimal Resources
Meryem M'hamdi, Marjorie Freedman and Jonathan May

Cross-lingual Dependency Parsing with Unlabeled Auxiliary Languages
Wasi Ahmad, Zhisong Zhang, Xuezhe Ma, Kai-Wei Chang and Nanyun Peng

Cross-lingual word embeddings and the structure of the human bilingual lexicon
Paola Merlo and Maria Andueza Rodriguez

Deconstructing Supertagging into Multi-task Sequence Prediction
Zhenqi Zhu and Anoop Sarkar

Deep Structured Neural Network for Event Temporal Relation Extraction
Rujun Han, Aram Galstyan, Ralph Weischedel and Nanyun Peng

Detecting Frames in News Headlines and Its Application to Analyzing News Framing Trends Surrounding U.S. Gun Violence
Siyi Liu, Lei Guo, Kate Mays, Margrit Betke and Derry Tanti Wijaya

Do Massively Pretrained Language Models Make Better Storytellers?
Abigail See, Aneesh Pappu, Rohun Saxena, Akhila Yerukola and Christopher D. Manning

Effective Attention Modeling for Neural Relation Extraction
Tapas Nayak and Hwee Tou Ng

EQUATE : A Benchmark Evaluation Framework for Quantitative Reasoning in Natural Language Inference
Abhilasha Ravichander, Aakanksha Naik, Carolyn Rose and Eduard Hovy

Evidence Sentence Extraction for Machine Reading Comprehension
Hai Wang, Dian Yu, Kai Sun, Jianshu Chen, Dong Yu, David McAllester and Dan Roth

Exploiting the Entity Type Sequence to Benefit Event Detection
Yuze Ji, Youfang Lin, Jianwei Gao and Huaiyu Wan

Federated Learning of N-gram Language Models
Mingqing Chen, Ananda Theertha Suresh, Rajiv Mathews, Adeline Wong, Cyril Allauzen, Françoise Beaufays and Michael Riley

Fully unsupervised crosslingual semantic textual similarity metric based on BERT for identifying parallel data
Chi-kiu Lo and Michel Simard

Generating Formality-tuned Summaries Using Token-based Rewards
Kushal Chawla, Balaji Vasan Srinivasan and Niyati Chhaya

Generating Timelines by Modeling Semantic Change
Guy D. Rosin, Eytan Adar and Kira Radinsky

Global Autoregressive Models for Data-Efficient Sequence Learning
Tetiana Parshakova, Jean-Marc Andreoli and Marc Dymetman

Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation
Yi-An Lai, Arshit Gupta and Yi Zhang

How does Grammatical Gender Affect Noun Representations in Gender-Marking Languages?
Hila Gonen, Yova Kementchedjhieva and Yoav Goldberg

Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding
Chaodong Tong, Huailiang Peng, Qiong Dai, Lei Jiang and Jianghua Huang

Improving Neural Machine Translation by Achieving Knowledge Transfer with Sentence Alignment Learning
Xuewen Shi, Heyan Huang, Wenguan Wang, Ping Jian and Yi-Kun Tang

Improving Pre-Trained Multilingual Model with Vocabulary Expansion
Hai Wang, Dian Yu, Kai Sun, Jianshu Chen and Dong Yu

In Conclusion Not Repetition: Comprehensive Abstractive Summarization With Diversified Attention Based On Determinantal Point Processes
Lei Li, Wei Liu, Marina Litvak, Natalia Vanetik and Zuying Huang

Incorporating Interlocutor-Aware Context into Response Generation on Multi-Party Chatbots
Cao Liu, Kang Liu, Shizhu He, Zaiqing Nie and Jun Zhao

Investigating Cross-lingual Alignment Methods for Contextualized Embeddings with Token-level Evaluation
Qianchu Liu, Diana McCarthy, Ivan Vulić and Anna Korhonen

Investigating Entity Knowledge in BERT With Simple NeuralEnd-To-End Entity Linking
Samuel Broscheit

KnowSemLM: A Knowledge Infused Semantic Language Model
Haoruo Peng, Qiang Ning and Dan Roth

Large-scale, Diverse, Paraphrastic Bitexts via Sampling and Clustering
J. Edward Hu, Abhinav Singh, Nils Holzenberger, Matt Post and Benjamin Van Durme

Large-scale representation learning from visually grounded untranscribed speech
Gabriel Magalhaes, Jason Baldridge and Yuan Zhang

Learning Analogy-Preserving Sentence Embeddings for Answer Selection
Aïssatou Diallo, Markus Zopf and Johannes Fürnkranz

Learning A Unified Named Entity Tagger from Multiple Partially Annotated Corpora For Efficient Adaptation
Xiao Huang, Li Dong, Elizabeth Boschee and Nanyun Peng

Learning Conceptual Spaces with Disentangled Facets
Rana Alshaikh, Zied Bouraoui and Steven Schockaert

Learning Dense Representations for Entity Retrieval
Daniel Gillick, Sayali Kulkarni, Larry Lansing, Alessandro Presta, Jason Baldridge, Eugene Le and Diego Garcia-Olano

Learning to Detect Opinion Snippet for Aspect-Based Sentiment Analysis
Mengting Hu, Shiwan Zhao, Honglei Guo, Renhong Cheng and Zhong Su

Learning to Represent Bilingual Dictionaries
Muhao Chen, Yingtao Tian, Haochen Chen, Kai-Wei Chang, Steve Skiena and Carlo Zaniolo

Leveraging Past References for Robust Language Grounding
Subhro Roy, Michael Noseworthy, Rohan Paul, Daehyung Park and Nicholas Roy

Linguistic Analysis Improves Neural Metaphor Detection
Kevin Stowe, Sarah Moeller, Laura Michaelis and Martha Palmer

Low-rank approximations of second-order document representations
Jarkko Lagus, Janne Sinkkonen and Arto Klami

Low-Resource Parsing with Crosslingual Contextualized Representations
Phoebe Mulcaire, Jungo Kasai and Noah A. Smith

Made for Each Other: Broad-coverage Semantic Structures Meet Preposition Supersenses
Jakob Prange, Nathan Schneider and Omri Abend

Mimic and Rephrase: Reflective listening in open-ended dialogue
Justin Dieter, Tian Wang, Arun Chaganty, Gabor Angeli and Angel Chang

MrMep: Joint Extraction of Multiple Relations and Multiple Entity Pairs Based on Triplet Attention
Jiayu Chen, Caixia Yuan, Xiaojie WANG and Ziwei Bai

Multi-level analysis and recognition of the text sentiment on the example of consumer opinions
Jan Kocoń, Piotr Miłkowski and Monika Zaśko-Zielińska

Multilingual model using cross-task embedding projection
Jin Sakuma and Naoki Yoshinaga

Named Entity Recognition - is there a glass ceiling?
Tomasz Stanislawek, Anna Wróblewska, Alicja Wójcicka, Daniel Ziembicki and Przemyslaw Biecek

Named Entity Recognition with Partially Annotated Training Data
Stephen Mayhew, Snigdha Chaturvedi, Chen-Tse Tsai and Dan Roth

Neural Attentive Bag-of-Entities Model for Text Classification
Ikuya Yamada and Hiroyuki Shindo

Neural Language Models with Evolving Topical Influence
SHUBHRA KANTI KARMAKER SANTU, Kalyan Veeramachaneni and Chengxiang Zhai

On Model Stability as a Function of Random Seed
Rishabh Jain and Pranava Madhyastha

On the Importance of Subword Information for Morphological Tasks in Truly Low-Resource Languages
Yi Zhu, Benjamin Heinzerling, Ivan Vulić, Michael Strube, Roi Reichart and Anna Korhonen

On the Limits of Learning to Actively Learn Semantic Representations
Omri Koshorek, Gabriel Stanovsky, Yichu Zhou, Vivek Srikumar and Jonathan Berant

On the Relation between Position Information and Sentence Length in Neural Machine Translation
Masato Neishi and Naoki Yoshinaga

Policy Preference Detection in Parliamentary Debate Motions
Gavin Abercrombie, Federico Nanni, Riza Batista-Navarro and Simone Paolo Ponzetto

Pretraining-Based Natural Language Generation for Text Summarization
Haoyu Zhang, Jingjing Cai, Jianjun Xu and Ji Wang

Procedural Reasoning Networks for Understanding Multimodal Procedures
Mustafa Sercan Amac, Semih Yagcioglu, Aykut Erdem and Erkut Erdem

Putting the Horse Before the Cart: A Generator-Evaluator Framework for Question Generation from Text
vishwajeet kumar, Ganesh Ramakrishnan and Yuan-Fang Li

Reduce & Attribute: Two-Step Authorship Attribution for Large-Scale Problems
Michael Tschuggnall, Benjamin Murauer and Günther Specht

Relation Module for Non-answerable Predictions on Reading Comprehension
Kevin Huang, Yun Tang, Jing Huang, Xiaodong He and Bowen Zhou

Representation Learning and Dynamic Programming for Arc-Hybrid Parsing
Joseph Le Roux, Antoine Rozenknop and Mathieu Lacroix

Representing Movie Characters in Dialogues
Mahmoud Azab, Noriyuki Kojima, Jia Deng and Rada Mihalcea

Roll Call Vote Prediction with Knowledge Augmented Models
Pallavi Patil, Kriti Myer, Ronak Zala, Arpit Singh, Sheshera Mysore, Andrew McCallum, Adrian Benton and Amanda Stent

Say Anything: Automatic Semantic Infelicity Detection in L2 English Indefinite Pronouns
Ella Rabinovich, Julia Watson, Barend Beekhuizen and Suzanne Stevenson

Self-Adaptive Scaling for Learnable Residual Structure
Fenglin Liu, Meng Gao, Yuanxin LIU and Kai Lei

Similarity-based Vectors for Utterance Representation in Conversational AI Systems
Ashraf Mahgoub, Youssef Shahin, Riham Mansour and Saurabh Bagchi

Slang Detection and Identification
Zhengqi Pei, Zhewei Sun and Yang Xu

Slot Tagging for Task Oriented Spoken Language Understanding in Human-to-human Conversation Scenarios
Kunho Kim, Rahul Jha, Kyle Williams, Alex Marin and Imed Zitouni

Studying Generalisability across Abusive Language Detection Datasets
Steve Durairaj Swamy, Anupam Jamatia and Björn Gambäck

Towards a Unified End-to-End Approach for Fully Unsupervised Cross-lingual Sentiment Analysis
Yanlin Feng and Xiaojun Wan

TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-based Chatbots
Wentao Ma, Yiming Cui, Shao Nan, Su He, Wei-Nan Zhang, Ting Liu, Shijin Wang and Guoping Hu

Understanding the Role of Political Trolls in Social Media
Atanas Atanasov, Gianmarco De Francisci Morales and Preslav Nakov

Unsupervised Domain Adaptation for Implicit Discourse Relation Classification
Hsin-Ping Huang and Junyi Jessy Li

Unsupervised Neural Machine Translation with Future Rewarding
Xiangpeng Wei, Yue Hu, Luxi Xing and Li Gao

Using Priming to Uncover the Organization of Syntactic Representations in Neural Language Models
Grusha Prasad, Marten van Schijndel and Tal Linzen

Variational Semi-supervised Aspect-term Sentiment Analysis via Transformer
Xingyi Cheng, Weidi Xu, Taifeng Wang, Wei Chu, Weipeng Huang, Kunlong Chen and Junfeng Hu

Walk the Memory: Memory Graph Networks for Explainable Memory-grounded Question Answering
Seungwhan Moon, Pararth Shah, Anuj Kumar and Rajen Subba

Window-Based Neural Tagging for Shallow Discourse Argument Labeling
Rene Knaebel, Manfred Stede and Sebastian Stober

Word Recognition, Competition, and Activation in a Model of Visually Grounded Speech
William Havard, Jean-Pierre Chevrot and Laurent Besacier