EMNLP 2015

321 papers

Computational Analysis of Affect and Emotion in Language

Saif Mohammad, Cecilia Ovesdotter Alm

Robust Semantic Analysis of Multiword Expressions with FrameNet

Miriam R. L. Petruck, Valia Kordoni

Applications of Social Media Text Analysis

Atefeh Farzindar, Diana Inkpen

Learning Semantic Relations from Text

Preslav Nakov, Vivi Nastase, Diarmuid Ó Séaghdha, Stan Szpakowicz

Knowledge Acquisition for Web Search

Marius Pasca

Transparent Machine Learning for Information Extraction: State-of-the-Art and the Future

Laura Chiticariu, Yunyao Li, Frederick Reiss

Personality Research for NLP

Yair Neuman

David Jurgens, Mohammad Taher Pilehvar

Identification and Verification of Simple Claims about Statistical Properties

Andreas Vlachos, Sebastian Riedel

Classifying Tweet Level Judgements of Rumours in Social Media

MICHAL LUKASIK, Trevor Cohn, Kalina Bontcheva

Twitter-scale New Event Detection via K-term Hashing

Dominik Wurzer, Victor Lavrenko, Miles Osborne

An Analysis of Domestic Abuse Discourse on Reddit

Nicolas Schrading, Cecilia Ovesdotter Alm, Ray Ptucha, Christopher Homan

#SupportTheCause: Identifying Motivations to Participate in Online Health Campaigns

Dong Nguyen, Tijs van den Broek, Claudia Hauff, Djoerd Hiemstra, Michel Ehrenhard

Detection of Steganographic Techniques on Twitter

Alex Wilson, Phil Blunsom, Andrew Ker

That’s So Annoying!!!: A Lexical and Frame-Semantic Embedding Based Data Augmentation Approach to Automatic Categorization of Annoying Behaviors using #petpeeve Tweets

William Yang Wang, Diyi Yang

Reinforcing the Topic of Embeddings with Theta Pure Dependence for Text Classification

Ning Xing, Yuexian Hou, Peng Zhang, Wenjie Li, Dawei Song

SLSA: A Sentiment Lexicon for Standard Arabic

Ramy Eskander, Owen Rambow

Deep Convolutional Neural Network Textual Features and Multiple Kernel Learning for Utterance-level Multimodal Sentiment Analysis

Soujanya Poria, Erik Cambria, Alexander Gelbukh

A Multi-lingual Annotated Dataset for Aspect-Oriented Opinion Mining

Salud M. Jiménez Zafra, Giacomo Berardi, Andrea Esuli, Diego Marcheggiani, María Teresa Martín-Valdivia

The Rating Game: Sentiment Rating Reproducibility from Text

Lasse Borgholt, Peter Simonsen, Dirk Hovy

Adjective Intensity and Sentiment Analysis

Raksha Sharma, Mohit Gupta, Astha Agarwal, Pushpak Bhattacharyya

ASTD: Arabic Sentiment Tweets Dataset

Mahmoud Nabil, Mohamed Aly, Amir Atiya

PhraseRNN: Phrase Recursive Neural Network for Aspect-based Sentiment Analysis

Thien Hai Nguyen, Kiyoaki Shirai

JEAM: A Novel Model for Cross-Domain Sentiment Classification Based on Emotion Analysis

Kun-Hu Luo, Zhi-Hong Deng, Hongliang Yu, Liang-Chen Wei

A Tableau Prover for Natural Logic and Language

Lasha Abzianidze

Distributed Representations for Unsupervised Semantic Role Labeling

Kristian Woodsend, Mirella Lapata

Automatic recognition of habituals: a three-way classification of clausal aspect

Annemarie Friedrich, Manfred Pinkal

Multi- and Cross-Modal Semantics Beyond Vision: Grounding in Auditory Perception

Douwe Kiela, Stephen Clark

Navigating the Semantic Horizon using Relative Neighborhood Graphs

Amaru Cuba Gyllensten, Magnus Sahlgren

Syntactic Dependencies and Distributed Word Representations for Analogy Detection and Mining

Likun Qiu, Yue Zhang, Yanan Lu

A Single Word is not Enough: Ranking Multiword Expressions Using Distributional Semantics

Martin Riedl, Chris Biemann

ERSOM: A Structural Ontology Matching Approach Using Automatically Learned Entity Representation

Chuncheng Xiang, Tingsong Jiang, Baobao Chang, Zhifang Sui

Compact, Efficient and Unlimited Capacity: Language Modeling with Compressed Suffix Trees

Ehsan Shareghi, Matthias Petri, Gholamreza Haffari, Trevor Cohn

Bilingual Structured Language Models for Statistical Machine Translation

Ekaterina Garmash, Christof Monz

A Dynamic Programming Algorithm for Computing N-gram Posteriors from Lattices

Dogan Can, Shrikanth Narayanan

Topic Identification and Discovery on Text and Speech

Chandler May, Francis Ferraro, Alan McCree, Jonathan Wintrode, Daniel Garcia-Romero

Humor Recognition and Humor Anchor Extraction

Diyi Yang, Alon Lavie, Chris Dyer, Eduard Hovy

Co-Training for Topic Classification of Scholarly Data

Cornelia Caragea, Florin Bulgarov, Rada Mihalcea

Social Media Text Classification under Negative Covariate Shift

Geli Fei, Bing Liu

Verbal and Nonverbal Clues for Real-life Deception Detection

Veronica Perez-Rosas, Mohamed Abouelenien, Rada Mihalcea, Yao Xiao, CJ Linton

Multi-Timescale Long Short-Term Memory Neural Network for Modelling Sentences and Documents

Pengfei Liu, Xipeng Qiu, Xinchi Chen, Shiyu Wu, Xuanjing Huang

Discriminative Neural Sentence Modeling by Tree-Based Convolution

Lili Mou, Hao Peng, Ge Li, Yan Xu, Lu Zhang

When Are Tree Structures Necessary for Deep Learning of Representations?

Jiwei Li, Thang Luong, Dan Jurafsky, Eduard Hovy

Can Symbol Grounding Improve Low-Level NLP? Word Segmentation as a Case Study

Hirotaka Kameko, Shinsuke Mori, Yoshimasa Tsuruoka

Morphological Analysis for Unsegmented Languages using Recurrent Neural Network Language Model

Hajime Morita, Daisuke Kawahara, Sadao Kurohashi

Automatic Diacritics Restoration for Hungarian

Attila Novák, Borbála Siklósi

Arabic Diacritization with Recurrent Neural Networks

Yonatan Belinkov, James Glass

Transducer Disambiguation with Sparse Topological Features

Gonzalo Iglesias, Adrià de Gispert, Bill Byrne

Joint Lemmatization and Morphological Tagging with Lemming

Thomas Müller, Ryan Cotterell, Alexander Fraser, Hinrich Schütze

Adapting Coreference Resolution for Narrative Processing

Quynh Ngoc Thi Do, Steven Bethard, Marie-Francine Moens

Discourse Element Identification in Student Essays based on Global and Local Cohesion

Wei Song, Ruiji Fu, Lizhen Liu, Ting Liu

Learning Word Meanings and Grammar for Describing Everyday Activities in Smart Environments

Muhammad Attamimi, Yuji Ando, Tomoaki Nakamura, Takayuki Nagai, Daichi Mochihashi

Fatal or not? Finding errors that lead to dialogue breakdowns in chat-oriented dialogue systems

Ryuichiro Higashinaka, Masahiro Mizukami, Kotaro Funakoshi, Masahiro Araki, Hiroshi Tsukahara

On the Role of Discourse Markers for Discriminating Claims and Premises in Argumentative Discourse

Judith Eckle-Kohler, Roland Kluge, Iryna Gurevych

Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition

Biao Zhang, Jinsong Su, Deyi Xiong, Yaojie Lu, Hong Duan

Wikification of Concept Mentions within Spoken Dialogues Using Domain Constraints from Wikipedia

Seokhwan Kim, Rafael E. Banchs, Haizhou Li

Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse Relations

Yangfeng Ji, Gongbo Zhang, Jacob Eisenstein

Better Document-level Sentiment Analysis from RST Discourse Parsing

Parminder Bhatia, Yangfeng Ji, Jacob Eisenstein

Comparing Word Representations for Implicit Discourse Relation Classification

Chloé Braud, Pascal Denis

Estimation of Discourse Segmentation Labels from Crowd Data

Ziheng Huang, Jialu Zhong, Rebecca J. Passonneau

Intra-sentential Zero Anaphora Resolution using Subject Sharing Recognition

Ryu Iida, Kentaro Torisawa, Chikara Hashimoto, Jong-Hoon Oh, Julien Kloetzer

Using Content-level Structures for Summarizing Microblog Repost Trees

Jing Li, Wei Gao, zhongyu wei, Baolin Peng, Kam-Fai Wong

Towards the Extraction of Customer-to-Customer Suggestions from Reviews

Sapna Negi, Paul Buitelaar

Modeling Reportable Events as Turning Points in Narrative

Jessica Ouyang, Kathleen McKeown

Confounds and Consequences in Geotagged Twitter Data

Umashanthi Pavalanathan, Jacob Eisenstein

Exploiting Debate Portals for Semi-Supervised Argumentation Mining in User-Generated Web Discourse

Ivan Habernal, Iryna Gurevych

Improved Arabic Dialect Classification with Social Media Data

Fei Huang

Efficient Hyper-parameter Optimization for NLP Applications

Lidan Wang, Minwei Feng, Bowen Zhou, Bing Xiang, Sridhar Mahadevan

A Comparative Study on Regularization Strategies for Embedding-based Neural Networks

Hao Peng, Lili Mou, Ge Li, Yunchuan Chen, Yangyang Lu

Bayesian Optimization of Text Representations

Dani Yogatama, Lingpeng Kong, Noah A. Smith

A Binarized Neural Network Joint Model for Machine Translation

Jingyi Zhang, Masao Utiyama, Eiichiro Sumita, Graham Neubig, Satoshi Nakamura

Variable-Length Word Encodings for Neural Translation Models

Rohan Chitnis, John DeNero

A Joint Dependency Model of Morphological and Syntactic Structure for Statistical Machine Translation

Rico Sennrich, Barry Haddow

Joint Event Trigger Identification and Event Coreference Resolution with Structured Perceptron

Jun Araki, Teruko Mitamura

What’s in an Embedding? Analyzing Word Embeddings through Multilingual Evaluation

Arne Köhn

Any-language frame-semantic parsing

Anders Johannsen, Héctor Martínez Alonso, Anders Søgaard

Higher-order logical inference with compositional semantics

Koji Mineshima, Pascual Martínez-Gómez, Yusuke Miyao, Daisuke Bekki

Evaluation of Word Vector Representations by Subspace Alignment

Yulia Tsvetkov, Manaal Faruqui, Wang Ling, Guillaume Lample, Chris Dyer

Specializing Word Embeddings for Similarity or Relatedness

Douwe Kiela, Felix Hill, Stephen Clark

Knowledge Base Inference using Bridging Entities

Bhushan Kotnis, Pradeep Bansal, Partha P. Talukdar

What Your Username Says About You

Aaron Jaech, Mari Ostendorf

Talking to the crowd: What do people react to in online discussions?

Aaron Jaech, Victoria Zayats, Hao Fang, Mari Ostendorf, Hannaneh Hajishirzi

Personalized Machine Translation: Predicting Translational Preferences

Shachar Mirkin, Jean-Luc Meunier

WikiQA: A Challenge Dataset for Open-Domain Question Answering

Yi Yang, Wen-tau Yih, Christopher Meek

Answering Elementary Science Questions by Constructing Coherent Scenes using Background Knowledge

Yang Li, Peter Clark

EMNLP versus ACL: Analyzing NLP research over time

Sujatha Das Gollapalli, Xiaoli Li

A quantitative analysis of gender differences in movies using psycholinguistic normatives

Anil Ramakrishna, Nikolaos Malandrakis, Elizabeth Staruk, Shrikanth Narayanan

Reversibility reconsidered: finite-state factors for efficient probabilistic sampling in parsing and generation

Marc Dymetman, Sriram Venkatapathy, Chunyang Xiao

Summarization Based on Embedding Distributions

Hayato Kobayashi, Masaki Noguchi, Taichi Yatsuka

Experiments with Generative Models for Dependency Tree Linearization

Richard Futrell, Edward Gibson

Discourse Planning with an N-gram Model of Relations

Or Biran, Kathleen McKeown

LCSTS: A Large Scale Chinese Short Text Summarization Dataset

Baotian Hu, Qingcai Chen, Fangze Zhu

Extractive Summarization by Maximizing Semantic Volume

Dani Yogatama, Fei Liu, Noah A. Smith

Summarizing Student Responses to Reflection Prompts

Wencan Luo, Diane Litman

Topical Coherence for Graph-based Extractive Summarization

Daraksha Parveen, Hans-Martin Ramsl, Michael Strube

An Unsupervised Bayesian Modelling Approach for Storyline Detection on News Articles

Deyu Zhou, Haiyang Xu, Yulan He

From the Virtual to the RealWorld: Referring to Objects in Real-World Spatial Scenes

Dimitra Gkatzia, Verena Rieser, Phil Bartie, William Mackaness

Krimping texts for better summarization

Marina Litvak, Mark Last, Natalia Vanetik

Better Summarization Evaluation with Word Embeddings for ROUGE

Jun-Ping Ng, Viktoria Abrecht

GhostWriter: Using an LSTM for Automatic Rap Lyric Generation

Peter Potash, Alexey Romanov, Anna Rumshisky