ACL 2018

673 papers

Political discourse classification in social networks using context sensitive convolutional neural networks

Aritz Bilbao-Jayo, Aitor Almeida

Improving Classification of Twitter Behavior During Hurricane Events

Kevin Stowe, Jennings Anderson, Martha Palmer, Leysia Palen, Ken Anderson

Towards Automation of Sense-type Identification of Verbs in OntoSenseNet

Sreekavitha Parupalli, Vijjini Anvesh Rao, Radhika Mamidi

EmotionX-JTML: Detecting emotions with Attention

Johnny Torres

EmotionX-Area66: Predicting Emotions in Dialogues using Hierarchical Attention Network with Sequence Labeling

Rohit Saxena, Savita Bhat, Niranjan Pedanekar

EmotionX-SmartDubai_NLP: Detecting User Emotions In Social Media Text

Hessa AlBalooshi, Shahram Rahmanian, Rahul Venkatesh Kumar

EmotionX-AR: CNN-DCNN autoencoder based Emotion Classifier

Sopan Khosla

EmotionX-DLC: Self-Attentive BiLSTM for Detecting Sequential Emotions in Dialogues

Linkai Luo, Haiqin Yang, Francis Y. L. Chin

SocialNLP 2018 EmotionX Challenge Overview: Recognizing Emotions in Dialogues

Chao-Chun Hsu, Lun-Wei Ku

Detecting Offensive Tweets in Hindi-English Code-Switched Language

Puneet Mathur, Rajiv Shah, Ramit Sawhney, Debanjan Mahata

A Twitter Corpus for Hindi-English Code Mixed POS Tagging

Kushagra Singh, Indira Sen, Ponnurangam Kumaraguru

A Crowd-Annotated Spanish Corpus for Humor Analysis

Santiago Castro, Luis Chiruzzo, Aiala Rosá, Diego Garat, Guillermo Moncecchi

Sociolinguistic Corpus of WhatsApp Chats in Spanish among College Students

Alejandro Dorantes, Gerardo Sierra, Tlauhlia Yamín Donohue Pérez, Gemma Bel-Enguix, Mónica Jasso Rosales

Proceedings of the Sixth International Workshop on Natural Language Processing for Social Media

Lun-Wei Ku, Cheng-Te Li

Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings

Nikola Ljubešić, Darja Fišer, Anita Peti-Stantić

A Sequence-to-Sequence Model for Semantic Role Labeling

Angel Daza, Anette Frank

Jointly Embedding Entities and Text with Distant Supervision

Denis Newman-Griffis, Albert M Lai, Eric Fosler-Lussier

Learning Distributional Token Representations from Visual Features

Samuel Broscheit

LSTMs Exploit Linguistic Attributes of Data

Nelson F. Liu, Omer Levy, Roy Schwartz, Chenhao Tan, Noah A. Smith

Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification

Katherine Yu, Haoran Li, Barlas Oguz

Learning Semantic Textual Similarity from Conversations

Yinfei Yang, Steve Yuan, Daniel Cer, Sheng-yi Kong, Noah Constant

Limitations of Cross-Lingual Learning from Image Search

Mareike Hartmann, Anders Søgaard

Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences

Athul Paul Jacob, Zhouhan Lin, Alessandro Sordoni, Yoshua Bengio

Characters or Morphemes: How to Represent Words?

Ahmet Üstün, Murathan Kurfalı, Burcu Can

Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation

Ivan Vulić

Knowledge Graph Embedding with Numeric Attributes of Entities

Yanrong Wu, Zhichun Wang

WordNet Embeddings

Chakaveh Saedi, António Branco, João António Rodrigues, João Silva

Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization

Jilei Wang, Shiying Luo, Weiyan Shi, Tao Dai, Shu-Tao Xia

Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing

Yadollah Yaghoobzadeh, Katharina Kann, Hinrich Schütze

Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline

Kawin Ethayarajh

A Hybrid Learning Scheme for Chinese Word Embedding

Wenfan Chen, Weiguo Sheng

Connecting Supervised and Unsupervised Sentence Embeddings

Gil Levi

Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding

Shuai Tang, Hailin Jin, Chen Fang, Zhaowen Wang, Virginia de Sa

Comparison of Representations of Named Entities for Document Classification

Lidia Pivovarova, Roman Yangarber

Natural Language Inference with Definition Embedding Considering Context On the Fly

Kosuke Nishida, Kyosuke Nishida, Hisako Asano, Junji Tomita

Quantum-Inspired Complex Word Embedding

Qiuchi Li, Sagar Uprety, Benyou Wang, Dawei Song

Text Completion using Context-Integrated Dependency Parsing

Amr Rekaby Salama, Özge Alaçam, Wolfgang Menzel

Chat Discrimination for Intelligent Conversational Agents with a Hybrid CNN-LMTGRU Network

Dennis Singh Moirangthem, Minho Lee

Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons

Hwiyeol Jo, Stanley Jungkyu Choi

Hierarchical Convolutional Attention Networks for Text Classification

Shang Gao, Arvind Ramanathan, Georgia Tourassi

Corpus Specificity in LSA and Word2vec: The Role of Out-of-Domain Documents

Edgar Altszyler, Mariano Sigman, Diego Fernández Slezak

Proceedings of the Third Workshop on Representation Learning for NLP

Isabelle Augenstein, Kris Cao, He He, Felix Hill, Spandana Gella

Detecting Grammatical Errors in the NTOU CGED System by Identifying Frequent Subsentences

Chuan-Jie Lin, Shao-Heng Chen

CYUT-III Team Chinese Grammatical Error Diagnosis System Report in NLPTEA-2018 CGED Shared Task

Shih-Hung Wu, Jun-Wei Wang, Liang-Pu Chen, Ping-Che Yang

A Hybrid Approach Combining Statistical Knowledge with Conditional Random Fields for Chinese Grammatical Error Detection

Yiyi Wang, Chilin Shih

Detecting Simultaneously Chinese Grammar Errors Based on a BiLSTM-CRF Model

Yajun Liu, Hongying Zan, Mengjie Zhong, Hongchao Ma

CMMC-BDRC Solution to the NLP-TEA-2018 Chinese Grammatical Error Diagnosis Task

Yongwei Zhang, Qinan Hu, Fang Liu, Yueguo Gu

Contextualized Character Representation for Chinese Grammatical Error Diagnosis

Jianbo Zhao, Si Li, Zhiqing Lin

Chinese Grammatical Error Diagnosis Based on CRF and LSTM-CRF model

Yujie Zhou, Yinan Shao, Yong Zhou

Multilingual Short Text Responses Clustering for Mobile Educational Activities: a Preliminary Exploration

Yuen-Hsien Tseng, Lung-Hao Lee, Yu-Ta Chien, Chun-Yen Chang, Tsung-Yen Li

Learning to Automatically Generate Fill-In-The-Blank Quizzes

Edison Marrese-Taylor, Ai Nakajima, Yutaka Matsuo, Ono Yuichi

Measuring Beginner Friendliness of Japanese Web Pages explaining Academic Concepts by Integrating Neural Image Feature and Text Features

Hayato Shiokawa, Kota Kawaguchi, Bingcai Han, Takehito Utsuro, Yasuhide Kawada

Countering Position Bias in Instructor Interventions in MOOC Discussion Forums

Muthu Kumar Chandrasekaran, Min-Yen Kan

From Fidelity to Fluency: Natural Language Processing for Translator Training

Oi Yee Kwong

A Short Answer Grading System in Chinese by Support Vector Approach

Shih-Hung Wu, Wen-Feng Shih

Assessment of an Index for Measuring Pronunciation Difficulty

Katsunori Kotani, Takehiko Yoshimi

Textual Features Indicative of Writing Proficiency in Elementary School Spanish Documents

Gemma Bel-Enguix, Diana Dueñas Chávez, Arturo Curiel Díaz

MULLE: A grammar-based Latin language learning tool to supplement the classroom setting

Herbert Lange, Peter Ljunglöf

Joint learning of frequency and word embeddings for multilingual readability assessment

Dieu-Thu Le, Cam-Tu Nguyen, Xiaoliang Wang

Augmenting Textual Qualitative Features in Deep Convolution Recurrent Neural Network for Automatic Essay Scoring

Tirthankar Dasgupta, Abir Naskar, Lipika Dey, Rupsa Saha

Selecting NLP Techniques to Evaluate Learning Design Objectives in Collaborative Multi-perspective Elaboration Activities

Aneesha Bakharia

The Importance of Recommender and Feedback Features in a Pronunciation Learning Aid

Dzikri Fudholi, Hanna Suominen

Chinese Grammatical Error Diagnosis Based on Policy Gradient LSTM Model

Changliang Li, Ji Qi

Ling@CASS Solution to the NLP-TEA CGED Shared Task 2018

Qinan Hu, Yongwei Zhang, Fang Liu, Yueguo Gu

A Hybrid System for Chinese Grammatical Error Diagnosis and Correction

Chen Li, Junpei Zhou, Zuyi Bao, Hengyou Liu, Guangwei Xu

Chinese Grammatical Error Diagnosis using Statistical and Prior Knowledge driven Features with Probabilistic Ensemble Enhancement

Ruiji Fu, Zhengqi Pei, Jiefu Gong, Wei Song, Dechuan Teng

Overview of NLPTEA-2018 Share Task Chinese Grammatical Error Diagnosis

Gaoqi Rao, Qi Gong, Baolin Zhang, Endong Xun

Thank “Goodness”! A Way to Measure Style in Student Essays

Sandeep Mathias, Pushpak Bhattacharyya

A Tutorial Markov Analysis of Effective Human Tutorial Sessions

Nabin Maharjan, Vasile Rus

Feature Optimization for Predicting Readability of Arabic L1 and L2

Hind Saddiki, Nizar Habash, Violetta Cavalli-Sforza, Muhamed Al Khalil

Syntactic and Lexical Approaches to Reading Comprehension

Henry Lin

Generating Questions for Reading Comprehension using Coherence Relations

Takshak Desai, Parag Dakle, Dan Moldovan

Proceedings of the 5th Workshop on Natural Language Processing Techniques for Educational Applications

Yuen-Hsien Tseng, Hsin-Hsi Chen, Vincent Ng, Mamoru Komachi

The Annotated Transformer

Alexander Rush

Integrating Multiple NLP Technologies into an Open-source Platform for Multilingual Media Monitoring

Ulrich Germann, Renārs Liepins, Didzis Gosko, Guntis Barzdins

OpenSeq2Seq: Extensible Toolkit for Distributed and Mixed Precision Training of Sequence-to-Sequence Models

Oleksii Kuchaiev, Boris Ginsburg, Igor Gitman, Vitaly Lavrukhin, Carl Case

Baseline: A Library for Rapid Modeling, Experimentation and Development of Deep Learning Algorithms targeting NLP

Daniel Pressel, Sagnik Ray Choudhury, Brian Lester, Yanjie Zhao, Matt Barta

The risk of sub-optimal use of Open Source NLP Software: UKB is inadvertently state-of-the-art in knowledge-based WSD

Eneko Agirre, Oier Lopez de Lacalle, Aitor Soroa

The ACL Anthology: Current State and Future Directions

Daniel Gildea, Min-Yen Kan, Nitin Madnani, Christoph Teichmann, Martín Villalba

Texar: A Modularized, Versatile, and Extensible Toolbox for Text Generation

Zhiting Hu, Zichao Yang, Tiancheng Zhao, Haoran Shi, Junxian He

Stop Word Lists in Free Open-source Software Packages

Joel Nothman, Hanmin Qin, Roman Yurchak

AllenNLP: A Deep Semantic Natural Language Processing Platform

Matt Gardner, Joel Grus, Mark Neumann, Oyvind Tafjord, Pradeep Dasigi

Proceedings of Workshop for NLP Open Source Software (NLP-OSS)

Eunjeong L. Park, Masato Hagiwara, Dmitrijs Milajevs, Liling Tan

Marian: Cost-effective High-Quality Neural Machine Translation in C++

Marcin Junczys-Dowmunt, Kenneth Heafield, Hieu Hoang, Roman Grundkiewicz, Anthony Aue

OpenNMT System Description for WNMT 2018: 800 words/sec on a single-core CPU

Jean Senellart, Dakun Zhang, Bo Wang, Guillaume Klein, Jean-Pierre Ramatchandirin

Fast Neural Machine Translation Implementation

Hieu Hoang, Tomasz Dwojak, Rihards Krislauks, Daniel Torregrosa, Kenneth Heafield

NICT Self-Training Approach to Neural Machine Translation at NMT-2018

Kenji Imamura, Eiichiro Sumita

Towards one-shot learning for rare-word translation with external experts

Ngoc-Quan Pham, Jan Niehues, Alexander Waibel

Multi-Source Neural Machine Translation with Missing Data

Yuta Nishimura, Katsuhito Sudoh, Graham Neubig, Satoshi Nakamura

Bi-Directional Neural Machine Translation with Synthetic Parallel Data

Xing Niu, Michael Denkowski, Marine Carpuat

On the Impact of Various Types of Noise on Neural Machine Translation

Huda Khayrallah, Philipp Koehn

Document-Level Adaptation for Neural Machine Translation

Sachith Sri Ram Kothur, Rebecca Knowles, Philipp Koehn

Enhancement of Encoder and Attention Using Target Monolingual Corpora in Neural Machine Translation

Kenji Imamura, Atsushi Fujita, Eiichiro Sumita

Controllable Abstractive Summarization

Angela Fan, David Grangier, Michael Auli

Regularized Training Objective for Continued Training for Domain Adaptation in Neural Machine Translation

Huda Khayrallah, Brian Thompson, Kevin Duh, Philipp Koehn

Inducing Grammars with and for Neural Machine Translation

Yonatan Bisk, Ke Tran

Iterative Back-Translation for Neural Machine Translation

Vu Cong Duy Hoang, Philipp Koehn, Gholamreza Haffari, Trevor Cohn

A Shared Attention Mechanism for Interpretation of Neural Automatic Post-Editing Systems

Inigo Jauregi Unanue, Ehsan Zare Borzeshi, Massimo Piccardi

Findings of the Second Workshop on Neural Machine Translation and Generation

Alexandra Birch, Andrew Finch, Minh-Thang Luong, Graham Neubig, Yusuke Oda

Proceedings of the 2nd Workshop on Neural Machine Translation and Generation

Alexandra Birch, Andrew Finch, Thang Luong, Graham Neubig, Yusuke Oda