EMNLP 2017

353 papers

Cross-Lingual Word Representations: Induction and Evaluation

Manaal Faruqui, Anders Søgaard, Ivan Vulić

A Unified Framework for Structured Prediction: From Theory to Practice

Wei Lu

Memory Augmented Neural Networks for Natural Language Processing

Caglar Gulcehre, Sarath Chandar

Semantic Role Labeling

Diego Marcheggiani, Michael Roth, Ivan Titov, Benjamin Van Durme

Graph-based Text Representations: Boosting Text Mining, NLP and Information Retrieval with Graphs

Fragkiskos D. Malliaros, Michalis Vazirgiannis

Computational Sarcasm

Pushpak Bhattacharyya, Aditya Joshi

Acquisition, Representation and Usage of Conceptual Hierarchies

Marius Pasca

Interactive Visualization and Manipulation of Attention-based Neural Machine Translation

Jaesong Lee, Joong-Hwi Shin, Jun-Seok Kim

LangPro: Natural Language Theorem Prover

Lasha Abzianidze

Interactive Abstractive Summarization for Event News Tweets

Ori Shapira, Hadar Ronen, Meni Adler, Yael Amsterdamer, Judit Bar-Ilan

SupWSD: A Flexible Toolkit for Supervised Word Sense Disambiguation

Simone Papandrea, Alessandro Raganato, Claudio Delli Bovi

NeuroNER: an easy-to-use program for named-entity recognition based on neural networks

Franck Dernoncourt, Ji Young Lee, Peter Szolovits

Unsupervised, Knowledge-Free, and Interpretable Word Sense Disambiguation

Alexander Panchenko, Fide Marten, Eugen Ruppert, Stefano Faralli, Dmitry Ustalov

HeidelPlace: An Extensible Framework for Geoparsing

Ludwig Richter, Johanna Geiß, Andreas Spitz, Michael Gertz

ParlAI: A Dialog Research Software Platform

Alexander Miller, Will Feng, Dhruv Batra, Antoine Bordes, Adam Fisch

MoodSwipe: A Soft Keyboard that Suggests MessageBased on User-Specified Emotions

Chieh-Yang Huang, Tristan Labetoulle, Ting-Hao Huang, Yi-Pei Chen, Hung-Chen Chen

Function Assistant: A Tool for NL Querying of APIs

Kyle Richardson, Jonas Kuhn

QUINT: Interpretable Question Answering over Knowledge Bases

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

DLATK: Differential Language Analysis ToolKit

H. Andrew Schwartz, Salvatore Giorgi, Maarten Sap, Patrick Crutchley, Lyle Ungar

Interactive Visualization for Linguistic Structure

Aaron Sarnat, Vidur Joshi, Cristian Petrescu-Prahova, Alvaro Herrasti, Brandon Stilson

The Projector: An Interactive Annotation Projection Visualization Tool

Alan Akbik, Roland Vollgraf

KnowYourNyms? A Game of Semantic Relationships

Ross Mechanic, Dean Fulgoni, Hannah Cutler, Sneha Rajana, Zheyuan Liu

StruAP: A Tool for Bundling Linguistic Trees through Structure-based Abstract Pattern

Kohsuke Yanai, Misa Sato, Toshihiko Yanase, Kenzo Kurotsuchi, Yuta Koreeda

SGNMT – A Flexible NMT Decoding Platform for Quick Prototyping of New Models and Search Strategies

Felix Stahlberg, Eva Hasler, Danielle Saunders, Bill Byrne

GraphDocExplore: A Framework for the Experimental Comparison of Graph-based Document Exploration Techniques

Tobias Falke, Iryna Gurevych

An Analysis and Visualization Tool for Case Study Learning of Linguistic Concepts

Cecilia Ovesdotter Alm, Benjamin Meyers, Emily Prud’hommeaux

Argotario: Computational Argumentation Meets Serious Games

Ivan Habernal, Raffael Hannemann, Christian Pollak, Christopher Klamm, Patrick Pauli

The NLTK FrameNet API: Designing for Discoverability with a Rich Linguistic Resource

Nathan Schneider, Chuck Wooters

Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing: System Demonstrations

Lucia Specia, Matt Post, Michael Paul

Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints

Jieyu Zhao, Tianlu Wang, Mark Yatskar, Vicente Ordonez, Kai-Wei Chang

Depression and Self-Harm Risk Assessment in Online Forums

Andrew Yates, Arman Cohan, Nazli Goharian

Natural Language Does Not Emerge ‘Naturally’ in Multi-Agent Dialog

Satwik Kottur, José Moura, Stefan Lee, Dhruv Batra

Bringing Structure into Summaries: Crowdsourcing a Benchmark Corpus of Concept Maps

Tobias Falke, Iryna Gurevych

Zipporah: a Fast and Scalable Data Cleaning System for Noisy Web-Crawled Parallel Corpora

Hainan Xu, Philipp Koehn

Topic-Based Agreement and Disagreement in US Electoral Manifestos

Stefano Menini, Federico Nanni, Simone Paolo Ponzetto, Sara Tonelli

Truth of Varying Shades: Analyzing Language in Fake News and Political Fact-Checking

Hannah Rashkin, Eunsol Choi, Jin Yea Jang, Svitlana Volkova, Yejin Choi

Using Automated Metaphor Identification to Aid in Detection and Prediction of First-Episode Schizophrenia

E. Dario Gutiérrez, Guillermo Cecchi, Cheryl Corcoran, Philip Corlett

Charmanteau: Character Embedding Models For Portmanteau Creation

Varun Gangal, Harsh Jhamtani, Graham Neubig, Eduard Hovy, Eric Nyberg

DOC: Deep Open Classification of Text Documents

Lei Shu, Hu Xu, Bing Liu

Learning what to read: Focused machine reading

Enrique Noriega-Atala, Marco A. Valenzuela-Escárcega, Clayton Morrison, Mihai Surdeanu

A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings

Wei Yang, Wei Lu, Vincent Zheng

Analogs of Linguistic Structure in Deep Representations

Jacob Andreas, Dan Klein

Deep Multi-Task Learning for Aspect Term Extraction with Memory Interaction

Xin Li, Wai Lam

Natural Language Processing with Small Feed-Forward Networks

Jan A. Botha, Emily Pitler, Ji Ma, Anton Bakalov, Alex Salcianu

The strange geometry of skip-gram with negative sampling

David Mimno, Laure Thompson

No Need to Pay Attention: Simple Recurrent Neural Networks Work!

Ferhan Ture, Oliver Jojic

Sequence Effects in Crowdsourced Annotations

Nitika Mathur, Timothy Baldwin, Trevor Cohn

Visual Denotations for Recognizing Textual Entailment

Dan Han, Pascual Martínez-Gómez, Koji Mineshima

Neural Machine Translation with Source Dependency Representation

Kehai Chen, Rui Wang, Masao Utiyama, Lemao Liu, Akihiro Tamura

Image Pivoting for Learning Multilingual Multimodal Representations

Spandana Gella, Rico Sennrich, Frank Keller, Mirella Lapata

Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources

Joo-Kyung Kim, Young-Bum Kim, Ruhi Sarikaya, Eric Fosler-Lussier

Exploiting Cross-Sentence Context for Neural Machine Translation

Longyue Wang, Zhaopeng Tu, Andy Way, Qun Liu

Sharp Models on Dull Hardware: Fast and Accurate Neural Machine Translation Decoding on the CPU

Jacob Devlin

A Study of Style in Machine Translation: Controlling the Formality of Machine Translation Output

Xing Niu, Marianna Martindale, Marine Carpuat

Adapting Sequence Models for Sentence Correction

Allen Schmaltz, Yoon Kim, Alexander Rush, Stuart Shieber

Neural Sequence-Labelling Models for Grammatical Error Correction

Helen Yannakoudakis, Marek Rei, Øistein E. Andersen, Zheng Yuan

Transition-Based Disfluency Detection using LSTMs

Shaolei Wang, Wanxiang Che, Yue Zhang, Meishan Zhang, Ting Liu

An Empirical Analysis of Edit Importance between Document Versions

Tanya Goyal, Sachin Kelkar, Manas Agarwal, Jeenu Grover

Identifying the Provision of Choices in Privacy Policy Text

Kanthashree Mysore Sathyendra, Shomir Wilson, Florian Schaub, Sebastian Zimmeck, Norman Sadeh

A Novel Cascade Model for Learning Latent Similarity from Heterogeneous Sequential Data of MOOC

Zhuoxuan Jiang, Shanshan Feng, Gao Cong, Chunyan Miao, Xiaoming Li

Detecting and Explaining Causes From Text For a Time Series Event

Dongyeop Kang, Varun Gangal, Ang Lu, Zheng Chen, Eduard Hovy

Identifying Semantically Deviating Outlier Documents

Honglei Zhuang, Chi Wang, Fangbo Tao, Lance Kaplan, Jiawei Han

Quantifying the Effects of Text Duplication on Semantic Models

Alexandra Schofield, Laure Thompson, David Mimno

Learning to Predict Charges for Criminal Cases with Legal Basis

Bingfeng Luo, Yansong Feng, Jianbo Xu, Xiang Zhang, Dongyan Zhao

Multi-modular domain-tailored OCR post-correction

Sarah Schulz, Jonas Kuhn

A Simpler and More Generalizable Story Detector using Verb and Character Features

Joshua Eisenberg, Mark Finlayson

Word Etymology as Native Language Interference

Vivi Nastase, Carlo Strapparava

An Insight Extraction System on BioMedical Literature with Deep Neural Networks

Hua He, Kris Ganjam, Navendu Jain, Jessica Lundin, Ryen White

Entity Linking via Joint Encoding of Types, Descriptions, and Context

Nitish Gupta, Sameer Singh, Dan Roth

Fast and Accurate Entity Recognition with Iterated Dilated Convolutions

Emma Strubell, Patrick Verga, David Belanger, Andrew McCallum

Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks

Peng-Hsuan Li, Ruo-Ping Dong, Yu-Siang Wang, Ju-Chieh Chou, Wei-Yun Ma

Speeding up Reinforcement Learning-based Information Extraction Training using Asynchronous Methods

Aditya Sharma, Zarana Parekh, Partha Talukdar

NITE: A Neural Inductive Teaching Framework for Domain Specific NER

Siliang Tang, Ning Zhang, Jinjiang Zhang, Fei Wu, Yueting Zhuang

Scientific Information Extraction with Semi-supervised Neural Tagging

Yi Luan, Mari Ostendorf, Hannaneh Hajishirzi

MinIE: Minimizing Facts in Open Information Extraction

Kiril Gashteovski, Rainer Gemulla, Luciano Del Corro

Deep Joint Entity Disambiguation with Local Neural Attention

Octavian-Eugen Ganea, Thomas Hofmann

Labeling Gaps Between Words: Recognizing Overlapping Mentions with Mention Separators

Aldrian Obaja Muis, Wei Lu

Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation

Greg Durrett, Jonathan K. Kummerfeld, Taylor Berg-Kirkpatrick, Rebecca Portnoff, Sadia Afroz

Improving Slot Filling Performance with Attentive Neural Networks on Dependency Structures

Lifu Huang, Avirup Sil, Heng Ji, Radu Florian

Learning Fine-grained Relations from Chinese User Generated Categories

Chengyu Wang, Yan Fan, Xiaofeng He, Aoying Zhou

Counterfactual Learning from Bandit Feedback under Deterministic Logging : A Case Study in Statistical Machine Translation

Carolin Lawrence, Artem Sokolov, Stefan Riezler

Classification of telicity using cross-linguistic annotation projection

Annemarie Friedrich, Damyana Gateva

Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation

Ivan Vulić, Nikola Mrkšić, Anna Korhonen

Cheap Translation for Cross-Lingual Named Entity Recognition

Stephen Mayhew, Chen-Tse Tsai, Dan Roth

Learning Language Representations for Typology Prediction

Chaitanya Malaviya, Graham Neubig, Patrick Littell

Identifying Cognate Sets Across Dictionaries of Related Languages

Adam St Arnaud, David Beck, Grzegorz Kondrak

Deciphering Related Languages

Nima Pourdamghani, Kevin Knight

Machine Translation, it’s a question of style, innit? The case of English tag questions

Rachel Bawden

Knowledge Distillation for Bilingual Dictionary Induction

Ndapandula Nakashole, Raphael Flauger

A Challenge Set Approach to Evaluating Machine Translation

Pierre Isabelle, Colin Cherry, George Foster

Further Investigation into Reference Bias in Monolingual Evaluation of Machine Translation

Qingsong Ma, Yvette Graham, Timothy Baldwin, Qun Liu

Towards Debate Automation: a Recurrent Model for Predicting Debate Winners

Peter Potash, Anna Rumshisky

Agent-Aware Dropout DQN for Safe and Efficient On-line Dialogue Policy Learning

Lu Chen, Xiang Zhou, Cheng Chang, Runzhe Yang, Kai Yu

Deal or No Deal? End-to-End Learning of Negotiation Dialogues

Mike Lewis, Denis Yarats, Yann Dauphin, Devi Parikh, Dhruv Batra

Does syntax help discourse segmentation? Not so much

Chloé Braud, Ophélie Lacroix, Anders Søgaard

Investigating Different Syntactic Context Types and Context Representations for Learning Word Embeddings

Bofang Li, Tao Liu, Zhe Zhao, Buzhou Tang, Aleksandr Drozd

Part-of-Speech Tagging for Twitter with Adversarial Neural Networks

Tao Gui, Qi Zhang, Haoran Huang, Minlong Peng, Xuanjing Huang

Repeat before Forgetting: Spaced Repetition for Efficient and Effective Training of Neural Networks

Hadi Amiri, Timothy Miller, Guergana Savova

Learning Generic Sentence Representations Using Convolutional Neural Networks

Zhe Gan, Yunchen Pu, Ricardo Henao, Chunyuan Li, Xiaodong He

The Impact of Modeling Overall Argumentation with Tree Kernels

Henning Wachsmuth, Giovanni Da San Martino, Dora Kiesel, Benno Stein