EMNLP 2019

1,120 papers

ParaQG: A System for Generating Questions and Answers from Paragraphs

Vishwajeet Kumar, Sivaanandh Muneeswaran, Ganesh Ramakrishnan, Yuan-Fang Li

OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction

Xu Han, Tianyu Gao, Yuan Yao, Deming Ye, Zhiyuan Liu

NeuronBlocks: Building Your NLP DNN Models Like Playing Lego

Ming Gong, Linjun Shou, Wutao Lin, Zhijie Sang, Quanjia Yan

MY-AKKHARA: A Romanization-based Burmese (Myanmar) Input Method

Chenchen Ding, Masao Utiyama, Eiichiro Sumita

Multilingual, Multi-scale and Multi-layer Visualization of Intermediate Representations

Carlos Escolano, Marta R. Costa-jussà, Elora Lacroux, Pere-Pau Vázquez

Memory Grounded Conversational Reasoning

Seungwhan Moon, Pararth Shah, Rajen Subba, Anuj Kumar

MedCATTrainer: A Biomedical Free Text Annotation Interface with Active Learning and Research Use Case Specific Customisation

Thomas Searle, Zeljko Kraljevic, Rebecca Bendayan, Daniel Bean, Richard Dobson

MAssistant: A Personal Knowledge Assistant for MOOC Learners

Lan Jiang, Shuhan Hu, Mingyu Huang, Zhichun Wang, Jinjian Yang

LINSPECTOR WEB: A Multilingual Probing Suite for Word Representations

Max Eichler, Gözde Gül Şahin, Iryna Gurevych

LIDA: Lightweight Interactive Dialogue Annotator

Edward Collins, Nikolai Rozanov, Bingbing Zhang

Journalist-in-the-Loop: Continuous Learning as a Service for Rumour Analysis

Twin Karmakharm, Nikolaos Aletras, Kalina Bontcheva

Joey NMT: A Minimalist NMT Toolkit for Novices

Julia Kreutzer, Jasmijn Bastings, Stefan Riezler

INMT: Interactive Neural Machine Translation Prediction

Sebastin Santy, Sandipan Dandapat, Monojit Choudhury, Kalika Bali

IFlyLegal: A Chinese Legal System for Consultation, Law Searching, and Document Analysis

Ziyue Wang, Baoxin Wang, Xingyi Duan, Dayong Wu, Shijin Wang

Honkling: In-Browser Personalization for Ubiquitous Keyword Spotting

Jaejun Lee, Raphael Tang, Jimmy Lin

HARE: a Flexible Highlighting Annotator for Ranking and Exploration

Denis Newman-Griffis, Eric Fosler-Lussier

Gunrock: A Social Bot for Complex and Engaging Long Conversations

Dian Yu, Michelle Cohn, Yi Mang Yang, Chun Yen Chen, Weiming Wen

FAMULUS: Interactive Annotation and Feedback Generation for Teaching Diagnostic Reasoning

Jonas Pfeiffer, Christian M. Meyer, Claudia Schulz, Jan Kiesewetter, Jan Zottmann

EUSP: An Easy-to-Use Semantic Parsing PlatForm

Bo An, Chen Bo, Xianpei Han, Le Sun

Entity resolution for noisy ASR transcripts

Arushi Raghuvanshi, Vijay Ramakrishnan, Varsha Embar, Lucien Carroll, Karthik Raghunathan

EGG: a toolkit for research on Emergence of lanGuage in Games

Eugene Kharitonov, Rahma Chaabouni, Diane Bouchacourt, Marco Baroni

EASSE: Easier Automatic Sentence Simplification Evaluation

Fernando Alva-Manchego, Louis Martin, Carolina Scarton, Lucia Specia

Controlling Sequence-to-Sequence Models - A Demonstration on Neural-based Acrostic Generator

Liang-Hsin Shen, Pei-Lun Tai, Chao-Chung Wu, Shou-De Lin

Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech

Yuanfeng Song, Di Jiang, Weiwei Zhao, Qian Xu, Raymond Chi-Wing Wong

CFO: A Framework for Building Production NLP Systems

Rishav Chakravarti, Cezar Pendus, Andrzej Sakrajda, Anthony Ferritto, Lin Pan

Automatic Taxonomy Induction and Expansion

Nicolas Rodolfo Fauceglia, Alfio Gliozzo, Sarthak Dash, Md. Faisal Mahbub Chowdhury, Nandana Mihindukulasooriya

Applying BERT to Document Retrieval with Birch

Zeynep Akkalyoncu Yilmaz, Shengjin Wang, Wei Yang, Haotian Zhang, Jimmy Lin

ALTER: Auxiliary Text Rewriting Tool for Natural Language Generation

Qiongkai Xu, Chenchen Xu, Lizhen Qu

AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models

Eric Wallace, Jens Tuyls, Junlin Wang, Sanjay Subramanian, Matt Gardner

ABSApp: A Portable Weakly-Supervised Aspect-Based Sentiment Extraction System

Oren Pereg, Daniel Korat, Moshe Wasserblat, Jonathan Mamou, Ido Dagan

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP): System Demonstrations

Sebastian Padó, Ruihong Huang

Semantic Specialization of Distributional Word Vectors

Goran Glavaš, Edoardo Maria Ponti, Ivan Vulić

Graph-based Deep Learning in Natural Language Processing

Shikhar Vashishth, Naganand Yadati, Partha Talukdar

Discreteness in Neural Natural Language Processing

Lili Mou, Hao Zhou, Lei Li

Bias and Fairness in Natural Language Processing

Kai-Wei Chang, Vinodkumar Prabhakaran, Vicente Ordonez

Data Collection and End-to-End Learning for Conversational AI

Tsung-Hsien Wen, Pei-Hao Su, Paweł Budzianowski, Iñigo Casanueva, Ivan Vulić

Processing and Understanding Mixed Language Data

Monojit Choudhury, Anirudh Srinivasan, Sandipan Dandapat

Dive into Deep Learning for Natural Language Processing

Haibin Lin, Xingjian SHI, Leonard Lausen, Aston Zhang, He He

Context-Aware Conversation Thread Detection in Multi-Party Chat

Ming Tan, Dakuo Wang, Yupeng Gao, Haoyu Wang, Saloni Potdar

RUN through the Streets: A New Dataset and Baseline Models for Realistic Urban Navigation

Tzuf Paz-Argaman, Reut Tsarfaty

Towards Machine Reading for Interventions from Humanitarian-Assistance Program Literature

Bonan Min, Yee Seng Chan, Haoling Qiu, Joshua Fasching

Spelling-Aware Construction of Macaronic Texts for Teaching Foreign-Language Vocabulary

Adithya Renduchintala, Philipp Koehn, Jason Eisner

Using Clinical Notes with Time Series Data for ICU Management

Swaraj Khadanga, Karan Aggarwal, Shafiq Joty, Jaideep Srivastava

SoftRegex: Generating Regex from Natural Language Descriptions using Softened Regex Equivalence

Jun-U Park, Sang-Ki Ko, Marco Cognetta, Yo-Sub Han

Cross-lingual intent classification in a low resource industrial setting

Talaat Khalil, Kornel Kiełczewski, Georgios Christos Chouliaras, Amina Keldibek, Maarten Versteegh

STANCY: Stance Classification Based on Consistency Cues

Kashyap Popat, Subhabrata Mukherjee, Andrew Yates, Gerhard Weikum

Generating Natural Anagrams: Towards Language Generation Under Hard Combinatorial Constraints

Masaaki Nishino, Sho Takase, Tsutomu Hirao, Masaaki Nagata

Telling the Whole Story: A Manually Annotated Chinese Dataset for the Analysis of Humor in Jokes

Dongyu Zhang, Heting Zhang, Xikai Liu, Hongfei Lin, Feng Xia

What Matters for Neural Cross-Lingual Named Entity Recognition: An Empirical Analysis

Xiaolei Huang, Jonathan May, Nanyun Peng

Neural News Recommendation with Multi-Head Self-Attention

Chuhan Wu, Fangzhao Wu, Suyu Ge, Tao Qi, Yongfeng Huang

EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks

Jason Wei, Kai Zou

Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition

Zhenjie Zhao, Andrew Cattle, Evangelos Papalexakis, Xiaojuan Ma

Restoring ancient text using deep learning: a case study on Greek epigraphy

Yannis Assael, Thea Sommerschield, Jonathan Prag

Charge-Based Prison Term Prediction with Deep Gating Network

Huajie Chen, Deng Cai, Wei Dai, Zehui Dai, Yadong Ding

Investigating Sports Commentator Bias within a Large Corpus of American Football Broadcasts

Jack Merullo, Luke Yeh, Abram Handler, Alvin Grissom II, Brendan O’Connor

Incorporating Label Dependencies in Multilabel Stance Detection

William Ferreira, Andreas Vlachos

In Plain Sight: Media Bias Through the Lens of Factual Reporting

Lisa Fan, Marshall White, Eva Sharma, Ruisi Su, Prafulla Kumar Choubey

A deep-learning framework to detect sarcasm targets

Jasabanta Patro, Srijan Bansal, Animesh Mukherjee

Adversarial Removal of Demographic Attributes Revisited

Maria Barrett, Yova Kementchedjhieva, Yanai Elazar, Desmond Elliott, Anders Søgaard

Interpretable Word Embeddings via Informative Priors

Miriam Hurtado Bodell, Martin Arvidsson, Måns Magnusson

Label Embedding using Hierarchical Structure of Labels for Twitter Classification

Taro Miyazaki, Kiminobu Makino, Yuka Takei, Hiroki Okamoto, Jun Goto

Learning to Flip the Sentiment of Reviews from Non-Parallel Corpora

Canasai Kruengkrai

A Robust Self-Learning Framework for Cross-Lingual Text Classification

Xin Dong, Gerard de Melo

Multi-Task Stance Detection with Sentiment and Stance Lexicons

Yingjie Li, Cornelia Caragea

DENS: A Dataset for Multi-class Emotion Analysis

Chen Liu, Muhammad Osama, Anderson De Andrade

Learning with Noisy Labels for Sentence-level Sentiment Classification

Hao Wang, Bing Liu, Chaozhuo Li, yan yang, Tianrui Li

A Challenge Dataset and Effective Models for Aspect-Based Sentiment Analysis

Qingnan Jiang, Lei Chen, Ruifeng Xu, Xiang Ao, Min Yang

Revealing and Predicting Online Persuasion Strategy with Elementary Units

Gaku Morio, Ryo Egawa, Katsuhide Fujita

Weakly Supervised Attention Networks for Entity Recognition

Barun Patra, Joel Ruben Antony Moniz

CaRB: A Crowdsourced Benchmark for Open IE

Sangnie Bhardwaj, Samarth Aggarwal, Mausam

ner and pos when nothing is capitalized

Stephen Mayhew, Tatiana Tsygankova, Dan Roth

FewRel 2.0: Towards More Challenging Few-Shot Relation Classification

Tianyu Gao, Xu Han, Hao Zhu, Zhiyuan Liu, Peng Li

Multi-Task Learning for Chemical Named Entity Recognition with Chemical Compound Paraphrasing

Taiki Watanabe, Akihiro Tamura, Takashi Ninomiya, Takuya Makino, Tomoya Iwakura

“A Buster Keaton of Linguistics”: First Automated Approaches for the Extraction of Vossian Antonomasia

Michel Schwab, Robert Jäschke, Frank Fischer, Jannik Strötgen

Gazetteer-Enhanced Attentive Neural Networks for Named Entity Recognition

Hongyu Lin, Yaojie Lu, Xianpei Han, Le Sun, Bin Dong

Cross-Sentence N-ary Relation Extraction using Lower-Arity Universal Schemas

Kosuke Akimoto, Takuya Hiraoka, Kunihiko Sadamasa, Mathias Niepert

Combining Spans into Entities: A Neural Two-Stage Approach for Recognizing Discontiguous Entities

bailin wang, Wei Lu

Improving Fine-grained Entity Typing with Entity Linking

Hongliang Dai, Donghong Du, Xin Li, Yangqiu Song

An Improved Neural Baseline for Temporal Relation Extraction

Qiang Ning, Sanjay Subramanian, Dan Roth

An Attentive Fine-Grained Entity Typing Model with Latent Type Representation

Ying Lin, Heng Ji

Detect Camouflaged Spam Content via StoneSkipping: Graph and Text Joint Embedding for Chinese Character Variation Representation

Zhuoren Jiang, Zhe Gao, Guoxiu He, Yangyang Kang, Changlong Sun

Constraint-based Learning of Phonological Processes

Shraddha Barke, Rose Kunkel, Nadia Polikarpova, Eric Meinhardt, Eric Bakovic

Set to Ordered Text: Generating Discharge Instructions from Medical Billing Codes

Litton J Kurisinkel, Nancy Chen

Generating Classical Chinese Poems from Vernacular Chinese

Zhichao Yang, Pengshan Cai, Yansong Feng, Fei Li, Weijiang Feng

A Modular Architecture for Unsupervised Sarcasm Generation

Abhijit Mishra, Tarun Tater, Karthik Sankaranarayanan

Exploring Human Gender Stereotypes with Word Association Test

Yupei Du, Yuanbin Wu, Man Lan

Learning to Copy for Automatic Post-Editing

Xuancheng Huang, Yang Liu, Huanbo Luan, Jingfang Xu, Maosong Sun

Mask-Predict: Parallel Decoding of Conditional Masked Language Models

Marjan Ghazvininejad, Omer Levy, Yinhan Liu, Luke Zettlemoyer

The FLORES Evaluation Datasets for Low-Resource Machine Translation: Nepali–English and Sinhala–English

Francisco Guzmán, Peng-Jen Chen, Myle Ott, Juan Pino, Guillaume Lample

Incorporating Domain Knowledge into Medical NLI using Knowledge Graphs

Soumya Sharma, Bishal Santra, Abhik Jana, Santosh T.y.s.s, Niloy Ganguly

Evaluating BERT for natural language inference: A case study on the CommitmentBank

Nanjiang Jiang, Marie-Catherine de Marneffe

WIQA: A dataset for “What if...” reasoning over procedural text

Niket Tandon, Bhavana Dalvi, Keisuke Sakaguchi, Peter Clark, Antoine Bosselut

Pre-Training BERT on Domain Resources for Short Answer Grading

Chul Sung, Tejas Dhamecha, Swarnadeep Saha, Tengfei Ma, Vinay Reddy

What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition

Ting-Yun Chang, Yun-Nung Chen

Aggregating Bidirectional Encoder Representations Using MatchLSTM for Sequence Matching

Bo Shao, Yeyun Gong, Weizhen Qi, Nan Duan, Xiaola Lin

Do Nuclear Submarines Have Nuclear Captains? A Challenge Dataset for Commonsense Reasoning over Adjectives and Objects

James Mullenbach, Jonathan Gordon, Nanyun Peng, Jonathan May

Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation

Dongjun Lee

Deep Reinforcement Learning with Distributional Semantic Rewards for Abstractive Summarization

Siyao Li, Deren Lei, Pengda Qin, William Yang Wang

Question-type Driven Question Generation

Wenjie Zhou, Minghua Zhang, Yunfang Wu

Learning Rhyming Constraints using Structured Adversaries

Harsh Jhamtani, Sanket Vaibhav Mehta, Jaime Carbonell, Taylor Berg-Kirkpatrick