Accepted Papers
-
- Jose Camacho-Collados and Roberto Navigli
BabelDomains: Clustering Lexical Resources by Domain of Knowledge
- Yvette Graham, Timothy Baldwin, Qun Liu, Qingsong Ma, Carla Parra and Carolina Scarton
Improving Evaluation of Document-level Machine Translation Quality Estimation
- Lauriane Aufrant, Guillaume Wisniewski and François Yvon
Don’t Stop Me Now! Using Global Dynamic Oracles to Correct Training Biases of Transition-Based Dependency Parsers
- Patrick Klein, Simone Paolo Ponzetto and Goran Glavaš
Improving Neural Knowledge Base Completion with Cross-Lingual Projections
- Heike Adel, Francine Chen and Yan-Ying Chen
Ranking Convolutional Recurrent Neural Networks for Purchase Stage Identification on Imbalanced Twitter Data
- Nizar Habash, Nasser Zalmout, Dima Taji, Hieu Hoang and Maverick Alzate
A Parallel Corpus for Evaluating Machine Translation between Arabic and European Languages
- Julie Weeds, Thomas Kober, Jeremy Reffin and David Weir
When a Red Herring in Not a Red Herring: Using Compositional Methods to Detect Non-Compositional Phrases
- Jérémy Ferrero, Laurent Besacier, Didier Schwab and Frédéric Agnès
Using Word Embedding for Cross-Language Plagiarism Detection
- Anne Cocos and Chris Callison-Burch
The Language of Place: Semantic Value from Geospatial Context
- Rosa M. Giménez-Pérez, Marc Franco-Salvador and Paolo Rosso
Single and Cross-domain Polarity Classification using String Kernels
- Joao Sedoc, Daniel Preoţiuc-Pietro and Lyle Ungar
Predicting Emotional Word Ratings using Distributional Representations and Signed Clustering
- Felix Stahlberg, Adrià de Gispert, Eva Hasler and Bill Byrne
Neural Machine Translation by Minimising the Bayes-risk with Respect to Syntactic Translation Lattices
- Adam Poliak, Pushpendre Rastogi, Michael Patrick Martin and Benjamin Van Durme
Efficient, Compositional, Order-sensitive n-gram Embeddings
- Rico Sennrich
How Grammatical is Character-level Neural Machine Translation? Assessing MT Quality with Contrastive Translation Pairs
- Laurent Jakubina and Phillippe Langlais
Reranking Translation Candidates produced by\\several Bilingual Word Similarity Sources
- Yinfei Yang, Forrest Bao and Ani Nenkova
Detecting (Un)Important Content for Single-Document News Summarization
- Sven Buechel and Udo Hahn
EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis
- Yinfei Yang, Cen Chen and Forrest Bao
Aspect Extraction from Product Reviews Using Category Hierarchy Information
- Katsuhiko Hayashi and Masaaki Nagata
K-best Iterative Viterbi Parsing
- Sebastian Martschat and Katja Markert
Improving ROUGE for Timeline Summarization
- Maximilian Köper and Sabine Schulte im Walde
Applying Multi-Sense Embeddings for German Verbs to Determine Semantic Relatedness and to Detect Non-Literal Language
- Armand Joulin, Edouard Grave, Piotr Bojanowski and Tomas Mikolov
Bag of Tricks for Efficient Text Classification
- Juan Soler and Leo Wanner
On the Relevance of Syntactic and Discourse Features for Author Profiling and Identification
- Arun Kumar, Ryan Cotterell, Lluís Padró and Antoni Oliver
Morphological Analysis of the Dravidian Language Family
- Francesco Barbieri, Miguel Ballesteros and Horacio Saggion
Are Emojis Predictable?
- Robert Östling and Jörg Tiedemann
Continuous multilinguality with language vectors
- Tomáš Brychcín and Pavel Král
Unsupervised Dialogue Act Induction using Gaussian Mixtures
- Nitin Ramrakhiyani, Sachin Pawar, Swapnil Hingmire and Girish Palshikar
Measuring Topic Coherence through optimal Word Buckets
- Liangyou Li, Andy Way and Qun Liu
Context-Aware Graph Segmentation for Graph-Based Translation
- Hangfeng He and Xu Sun
F-Score Driven Max Margin Neural Network for Named Entity Recognition in Chinese Social Media
- Jessica Ficler and Yoav Goldberg
Improving a Strong Neural Parser with Conjunction-Specific Features
- Wei Shi and Vera Demberg
Do We Need Cross Validation for Discourse Relation Classification?
- Annette Rios Gonzales and Don Tuggener
Co-reference Resolution of Elided Subjects and Possessive Pronouns in Spanish-English Statistical Machine Translation
- Maximin Coavoux and Benoit Crabbé
Multilingual Lexicalized Constituency Parsing with Word-Level Auxiliary Tasks
- Harshit Pande
Effective search space reduction for spell correction using character neural embeddings
- Martijn van der Klis, Bert Le Bruyn and Henriëtte de Swart
Mapping the Perfect via Translation Mining
- Patrick Littell, David R. Mortensen, Ke Lin, Katherine Kairis and Lori Levin
URIEL and lang2vec: Representing languages as typological, geographical, and phylogenetic vectors
- Željko Agić, Barbara Plank and Anders Søgaard
Cross-lingual tagger evaluation without test data
- Jun Suzuki and Masaaki Nagata
Cutting-off Redundant Repeating Generations for Neural Abstractive Summarization
- Ryosuke Kohita, Hiroshi Noji and Yuji Matsumoto
Multilingual Back-and-Forth Conversion between Content and Function Head for Easy Dependency Parsing
- Daniël de Kok, Jianqiang Ma, Corina Dima and Erhard Hinrichs
PP Attachment: Where do We Stand?
- Shiou Tian Hsu, Changsung Moon, Paul Jones and Nagiza Samatova
A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification
- Sheng Zhang, Kevin Duh and Benjamin Van Durme
MT/IE: Cross-lingual Open Information Extraction with Neural Sequence-to-Sequence Models
- Ryan Cotterell, Adam Poliak, Benjamin Van Durme and Jason Eisner
Explaining and Generalizing Skip-Gram through Exponential Family Principal Component Analysis
- Ryan Cotterell, John Sylak-Glassman and Christo Kirov
Neural Graphical Models over Strings for Principal Parts Morphological Paradigm Completion
- Maryam Siahbani and Anoop Sarkar
Lexicalized Reordering for Left-to-Right Hierarchical Phrase-based Translation
- Parinaz Sobhani, Xiaodan Zhu and Diana Inkpen
A Dataset for Multi-Target Stance Classification
- Tongfei Chen and Benjamin Van Durme
Discriminative Information Retrieval for Question Answering Sentence Selection
- Gemma Boleda, Abhijeet Gupta and Sebastian Padó
Instances and concepts in distributional space
- Bradley Hauer, Garrett Nicolai and Grzegorz Kondrak
Self-Training Improves Unsupervised Bilingual Lexicon Induction
- Gustavo Paetzold and Lucia Specia
Lexical Simplification with Neural Ranking
- Yitong Li, Trevor Cohn and Timothy Baldwin
Robust Training under Linguistic Adversity
- Santanu Pal, Sudip Kumar Naskar, Mihaela Vela, Qun Liu and Josef van Genabith
Neural Automatic Post-Editing Using Prior Alignment and Reranking
- Carlo Strapparava and Rada Mihalcea
A Computational Analysis of the Language of Drug Addiction
- Ionut Sorodoc, Jey Han Lau, Nikolaos Aletras and Timothy Baldwin
Multimodal Topic Labelling
- Sanjeev Karn and Hinrich Schütze
End-to-End Trainable Attentive Decoder for Hierarchical Entity Typing
- Mohammad Taher Pilehvar and Nigel Collier
Inducing Representations for Rare Words by Leveraging Lexical Resources
- Hsin-Yang Wang and Wei-Yun Ma
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement
- Giannis Bekoulis, Johannes Deleu, Thomas Demeester and Chris Develder
Reconstructing the house from the ad: Structured prediction on real estate classifieds
- Luana Bulat, Stephen Clark and Ekaterina Shutova
Modelling metaphor with attribute-based semantics
- Ivan Vulić
Cross-Lingual Syntactically Informed Distributed Word Representations
- Wei Li and Brian Mak
Derivation of Document Vectors from Adaptation of LSTM Language Model
- Yunsu Kim, Julian Schamper and Hermann Ney
Unsupervised Training for Large Vocabulary Translation Using Sparse Lexicon and Word Classes
- Laura Rimell, Amandla Mabona, Luana Bulat and Douwe Kiela
Learning to Negate Adjectives with Bilinear Models
- Daniele Bonadiman, Antonio Uva and Alessandro Moschitti
Effective shared representations with Multitask Learning for Community Question Answering
- Giannis Nikolentzos, Polykarpos Meladianos, Francois Rousseau, Yannis Stavrakas and Michalis Vazirgiannis
Multivariate Gaussian Document Representation from Word Embeddings for Text Categorization
- Irshad Bhat, Riyaz A. Bhat and Manish Shrivastava
Joining Hands: Exploiting Monolingual Treebanks for Parsing of Code-mixing Data
- Dmitriy Dligach, Tim Miller, Chen Lin, Steven Bethard and Guergana Savova
Neural Temporal Relation Extraction
- Sina Zarrieß and David Schlangen
Is this a Child, a Girl or a Car? Exploring the Contribution of Distributional Similarity to Learning Referential Word Meanings
- Dmitry Ustalov, Nikolay Arefyev, Chris Biemann and Alexander Panchenko
Negative Sampling Improves Hypernymy Extraction Based on Projection Learning
- Iryna Haponchyk and Alessandro Moschitti
A Practical Perspective on Latent Structured Prediction for Coreference Resolution
- Timothy Baldwin, Trevor Cohn, Ryan Cotterell and Ekaterina Vylomova
Context-Aware Prediction of Derivational Word-forms
- Sameer Bansal, Herman Kamper, Adam Lopez and Sharon Goldwater
Towards speech-to-text translation without speech recognition
- Simon Keizer, Markus Guhe, Heriberto Cuayahuitl, Ioannis Efstathiou, Klaus-Peter Engelbrecht, Mihai Dobre, Alex Lascarides and Oliver Lemon
Evaluating Persuasion Strategies and Deep Reinforcement Learning methods for Negotiation Dialogue agents
- Lasha Abzianidze, Johannes Bjerva, Kilian Evang, Hessel Haagsma, Rik van Noord, Pierre Ludmann, Duc-Duy Nguyen and Johan Bos
The Parallel Meaning Bank: Towards a Multilingual Corpus of Translations Annotated with Compositional Meaning Representations
- Oded Avraham and Yoav Goldberg
The Interplay of Semantics and Morphology in Word Embeddings
- Ofir Press and Lior Wolf
Using the Output Embedding to Improve Language Models
- Mohammadzaman Zamani and H. Andrew Schwartz
Using Twitter Language to Predict the Real Estate Market
- Ngoc Quang Luong, Andrei Popescu-Belis, Annette Rios Gonzales and Don Tuggener
Machine Translation of Spanish Personal and Possessive Pronouns Using Anaphora Probabilities
- Filippos Kokkinos and Alexandros Potamianos
Structural Attention Neural Networks for improved sentiment analysis
- Marion Weller-Di Marco, Alexander Fraser and Sabine Schulte im Walde
Addressing Problems across Linguistic Levels in SMT: Combining Approaches to Model Morphology, Syntax and Lexical Choice
- Zewei Chu, Hai Wang, Kevin Gimpel and David McAllester
Broad Context Language Modeling as Reading Comprehension
- Miroslav Vodolán, Rudolf Kadlec and Jan Kleindienst
Hybrid Dialog State Tracker with ASR Features
- Sandro Pezzelle, Marco Marelli and Raffaella Bernardi
Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision
- Federico Fancellu, Adam Lopez, Bonnie Webber and Hangfeng He
Detecting negation scope is easy, except when it isn't
- Matthieu Labeau and Alexandre Allauzen
An experimental analysis of Noise-Contrastive Estimation: the noise distribution matters
- Egor Lakomkin and Stefan Wermter
Automatically augmenting an emotion dataset improves classification using audio
- Goran Glavaš, Federico Nanni and Simone Paolo Ponzetto
Unsupervised Cross-Lingual Scaling of Political Texts
- Zichao Yang, Zhiting Hu, Yuntian Deng, Chris Dyer and Alex Smola
Neural Machine Translation with Recurrent Attention Modeling
- Polykarpos Meladianos, Antoine Tixier, Ioannis Nikolentzos and Michalis Vazirgiannis
Real-Time Keyword Extraction from Conversations
- Jiangming Liu and Yue Zhang
Attention Modeling for Targeted Sentiment
- Julien Tourille, Olivier Ferret, Xavier Tannier and Aurelie Neveol
Temporal information extraction from clinical text
- Gaël Le Godais, Tal Linzen and Emmanuel Dupoux
Comparing Character-level Neural Language Models Using a Lexical Decision Task
- Jessica Ouyang, Serina Chang and Kathy McKeown
Crowd-Sourced Iterative Annotation for Narrative Summarization Corpora
- Iacer Calixto, Daniel Stein, Evgeny Matusov, Sheila Castilho and Andy Way
Using Images to Improve Machine-Translating E-Commerce Product Listings.
- Yandi Xia, Aaron Levine, Pradipto Das, Giuseppe Di Fabbrizio, Keiji Shinzato and Ankur Datta
Large-Scale Categorization of Japanese Product Titles Using Neural Attention Models
- Robin Lemke, Eva Horch and Ingo Reich
Optimal encoding! - Information Theory constrains article omission in newspaper headlines
- Ting Han and David Schlangen
Grounding Language by Continuous Observation of Instruction Following
- Denys Katerenchuk
Age Group Classification with Speech and Metadata Multimodality Fusion
- Alexandra Schofield, Måns Magnusson and David Mimno
Pulling Out the Stops: Rethinking Stopword Removal for Topic Models
- Aaron Steven White, Kyle Rawlins and Benjamin Van Durme
The Semantic Proto-Role Linking Model
- Yunita Sari, Andreas Vlachos and Mark Stevenson
Continuous N-gram Representations for Authorship Attribution
- Joachim Bingel and Anders Søgaard
Practically learnable task relations for deep multi-task networks
- Lorenzo Gatti, Gözde Özbal, Oliviero Stock and Carlo Strapparava
To Sing like a Mockingbird
- Christo Kirov, John Sylak-Glassman, Rebecca Knowles, Ryan Cotterell and Matt Post
A Rich Morphological Tagger for English: Exploring the Cross-Linguistic Tradeoff Between Morphology and Syntax
- Yan Song and Chia-Jung Lee
Learning User Embeddings from Emails
- Lu Chen, Runzhe Yang, Cheng Chang, Zihao Ye, Xiang Zhou and Kai Yu
On-line Dialogue Policy Learning with Companion Teaching
- Natalie Schluter
The limits of automatic summarisation according to ROUGE
- Kris Cao and Stephen Clark
Latent Variable Dialogue Models and their Diversity
- Rachele Sprugnoli, Tommaso Caselli, Sara Tonelli and Giovanni Moretti
The Content Types Dataset: a New Resource to Explore Semantic and Functional Characteristics of Texts
- Keisuke Sakaguchi, Courtney Napoles and Joel Tetreault
A Fluency Corpus and Benchmark for Grammatical Error Correction
- Ivan Sanchez and Sebastian Riedel
How Well Can We Predict Hypernyms from Word Embeddings? A dataset-centric Analysis
- Garrett Nicolai and Grzegorz Kondrak
Automatic Morphological Analysis without Expert Annotation
- Shrestha P., Sierra S, González F., Rosso P., Montes-y-Gómez M., Solorio T.
Convolutional Neural Networks for Authorship Attribution of Short Texts
- Mihail Eric and Christopher Manning
A Copy-Augmented Sequence-to-Sequence Architecture Gives Good Performance on Task-Oriented Dialogue
- Matthias Huck, Aleš Tamchyna, Ondřej Bojar and Alexander Fraser
Producing Unseen Morphological Variants in Statistical Machine Translation
- M. Amin Farajian, Marco Turchi, Matteo Negri, Nicola Bertoldi and Marcello Federico
Neural vs. Phrase-Based Machine Translation in Multi-Domain Scenario
- Cristian Cardellino, Milagro Teruel, Laura Alonso Alemany and Serena Villata
Legal NERC with ontologies, Wikipedia and curriculum learning
- Franck Dernoncourt, Ji Young Lee and Peter Szolovits
Neural Networks for Joint Sentence Classification in Medical Paper Abstracts
- Gabriella Lapesa and Stefan Evert
Large-scale evaluation of dependency-based DSMs: Are they worth the effort?
-
- Fine-Grained Entity Type Classification by Jointly Learning Representations and Label Embeddings
Abhishek ., Ashish Anand and Amit Awekar
- Metaheuristic Approaches to Lexical Substitution and Simplification
Sallam Abualhaija, Tristan Miller, Judith Eckle-Kohler, Iryna Gurevych and Karl-Heinz Zimmermann
- Cross-Lingual Word Embeddings for Low-Resource Language Modeling
Oliver Adams, Adam Makarucha, Graham Neubig, Steven Bird and Trevor Cohn
- Exploring Different Dimensions of Attention for Uncertainty Detection
Heike Adel and Hinrich Schütze
- Distinguishing Antonyms and Synonyms in a Pattern-based Neural Network
Kim Anh Nguyen, Sabine Schulte im Walde and Ngoc Thang Vu
- Decoding with Finite-State Transducers on GPUs
Arturo Argueta and David Chiang
- Stance Classification of Context-Dependent Claims
Roy Bar-Haim, Indrajit Bhattacharya, Francesco Dinuzzo, Amrita Saha and Noam Slonim
- Integrating Meaning into Quality Evaluation of Machine Translation
Osman Baskaya, Eray Yildiz, Doruk Tunaoğlu, Mustafa Tolga Eren and A. Seza Doğruöz
- Multitask Learning for Mental Health Conditions with Limited Social Media Data
Adrian Benton, Margaret Mitchell and Dirk Hovy
- From Segmentation to Analyses: a Probabilistic Model for Unsupervised Morphology Induction
Toms Bergmanis and Sharon Goldwater
- If You Can't Beat Them Join Them: Handcrafted Features Complement Neural Nets for Non-Factoid Answer Reranking
Dasha Bogdanova, Jennifer Foster, Daria Dzendzik and Qun Liu
- Cross-lingual RST Discourse Parsing
Chloé Braud, Maximin Coavoux and Anders Søgaard
- ShotgunWSD: An unsupervised algorithm for global word sense disambiguation inspired by DNA sequencing
Andrei Butnaru, Radu Tudor Ionescu and Florentina Hristea
- Generating flexible proper name references in text: Data, models and evaluation
Thiago Castro Ferreira and Emiel Krahmer
- Online Automatic Post-editing for MT in a Multi-Domain Translation Environment
Rajen Chatterjee, Gebremedhen Gebremelak, Matteo Negri and Marco Turchi
- Unsupervised AMR-Dependency Parse Alignment
Wei-Te Chen and Martha Palmer
- Learning to generate one-sentence biographies from Wikidata
Andrew Chisholm, Will Radford and Ben Hachey
- Incremental Discontinuous Phrase Structure Parsing with the GAP Transition
Maximin Coavoux and Benoit Crabbé
- Very Deep Convolutional Networks for Text Classification
Alexis Conneau, Holger Schwenk, Loïc Barrault and Yann Lecun
- A Data-Oriented Model of Literary Language
Andreas van Cranenburgh and Rens Bod
- An Incremental Parser for Abstract Meaning Representation
Marco Damonte, Shay B. Cohen and Giorgio Satta
- Web-Scale Language-Independent Cataloging of Noisy Product Listings for E-Commerce
Pradipto Das, Yandi Xia, Aaron Levine, Giuseppe Di Fabbrizio and Ankur Datta
- Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks
Rajarshi Das, Arvind Neelakantan, David Belanger and Andrew McCallum
- Delexicalized Word Embeddings for Cross-lingual Dependency Parsing
Mathieu Dehouck and Pascal Denis
- Learning to Generate Product Reviews with Neural Attention
Li Dong, Shaohan Huang, Furu Wei, Mirella Lapata, Ming Zhou and Ke Xu
- Online Learning of Task-specific Word Representations with a Joint Biconvex Passive-Aggressive Algorithm
Pascal Denis and Liva Ralaivola
- Multilingual Training of Crosslingual Word Embeddings
Long Duong, Hiroshi Kanayama, Tengfei Ma, Steven Bird and Trevor Cohn
- Grouping business news stories based on salience of named entities
Llorenc Escoter, Lidia Pivovarova, Mian Du, Anisia Katinskaia and Roman Yangarber
- The ContrastMedium Algorithm: Taxonomy Induction From Noisy Knowledge Graphs With Just A Few Links
Stefano Faralli, Alexander Panchenko, Chris Biemann and Simone Paolo Ponzetto
- SMARTies: Sentiment Models for Arabic Target entities
Noura Farra and Kathy McKeown
- Noisy-context surprisal as a human sentence processing cost model
Richard Futrell and Roger Levy
- Learning to Translate in Real-time with Neural Machine Translation
Jiatao Gu, Graham Neubig, Kyunghyun Cho and Victor O.K. Li
- Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?
Shangmin Guo, xiangrong zeng, Shizhu He, Kang Liu and Jun Zhao
- Efficient Benchmarking of NLP APIs using Multi-armed Bandits
Gholamreza Haffari, Tuan Dung Tran and Mark Carman
- Out-of-domain FrameNet Semantic Role Labeling
Silvana Hartmann, Ilia Kuznetsov, Teresa Martin and Iryna Gurevych
- Learning Compositionality Functions on Word Embeddings for Modelling Attribute Meaning in Adjective-Noun Phrases
Matthias Hartung, Soufian Jebbara, Fabian Kaupmann and Philipp Cimiano
- An Extensive Empirical Evaluation of Character-Based Morphological Tagging for 14 Languages
Georg Heigold, Guenter Neumann and Josef van Genabith
- Trust, but Verify! Better Entity Linking through Automatic Verification
Benjamin Heinzerling, Michael Strube and Chin-Yew Lin
- Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations
Geert Heyman, Ivan Vulić and Marie-Francine Moens
- Enumeration of Extractive Oracle Summaries
Tsutomu Hirao, Masaaki Nishino, Jun Suzuki and Masaaki Nagata
- Joint, Incremental Disfluency Detection and Utterance Segmentation from Speech
Julian Hough and David Schlangen
- Psycholinguistic Models of Sentence Processing Improve Sentence Readability Ranking
David M. Howcroft and Vera Demberg
- A Hierarchical Neural Model for Learning Sequence of Dialogue Acts
Quan Hung Tran, Ingrid Zukerman and Gholamreza Haffari
- Using support vector machines and state-of-the-art algorithms for phonetic alignment to identify cognates in multi-lingual wordlists
Gerhard Jäger, Johann-Mattis List and Pavel Sofroniev
- Improving Chinese Semantic Role Labeling using High-quality Surface and Deep Case Frames
Gongye Jin, Daisuke Kawahara and Sadao Kurohashi
- Medical Relation Extraction with Constrained CRF Models
Charles Jochim and Lea Deleris
- Neural Multi-Source Morphological Reinflection
Katharina Kann, Ryan Cotterell and Hinrich Schütze
- Exploring the Impact of Pragmatic Phenomena on Irony Detection in Tweets: A Multilingual Corpus Study
Jihen Karoui, Benamara Farah, Véronique MORICEAU, Viviana Patti and Cristina Bosco
- Re-evaluating Automatic Metrics for Image Captioning
Mert Kilickaya, Aykut Erdem, Nazli Ikizler-Cinbis and Erkut Erdem
- LanideNN: Multilingual Language Identification on Text Stream
Tom Kocmi and Ondřej Bojar
- A Societal Sentiment Analysis: Predicting the Values and Ethics of Individuals by Analysing Social Media Content
Tushar Maheshwari, Aishwarya N Reganti, Samiksha Gupta, Anupam Jamatia, Upendra Kumar, Björn Gambäck and Amitava Das
- What Do Recurrent Neural Network Grammars Learn About Syntax?
Adhiguna Kuncoro, Miguel Ballesteros, Lingpeng Kong, Chris Dyer, Graham Neubig and Noah A. Smith
- Tackling Error Propagation through Reinforcement Learning: A Case of Greedy Dependency Parsing
Minh Le and Antske Fokkens
- Structured Learning for Temporal Relation Extraction from Clinical Records
Artuur Leeuwenberg and Marie-Francine Moens
- A Strong Baseline for Learning Cross-Lingual Word Embeddings from Sentence Alignments
Omer Levy, Anders Søgaard and Yoav Goldberg
- Learning to Predict Denotational Probabilities For Modeling Entailment
Alice Lai and Julia Hockenmaier
- Gated End-to-End Memory Networks
Fei Liu and Julien PEREZ
- A Language-independent and Compositional Model for Personality Trait Recognition from Short Texts
Fei Liu, Julien PEREZ and Scott Nowson
- But in Reality, Your Opinion is Gibberish': Mining Online Discussions to Inform and Engage
Stephanie Lukin, Steve Whittaker, Pranav Anand and Marilyn Walker
- A Multi-task Approach to Predict Likability of Books
Suraj Maharjan, John Arevalo, Manuel Montes, Fabio A. González and Thamar Solorio
- Paraphrasing Revisited with Neural Machine Translation
Jonathan Mallinson, Rico Sennrich and Mirella Lapata
- Multitask learning for semantic sequence prediction under varying data conditions
Héctor Martínez Alonso and Barbara Plank
- Parsing Universal Dependencies without training
Héctor Martínez Alonso, Željko Agić, Barbara Plank and Anders Søgaard
- On-demand Injection of Lexical Knowledge for Recognising Textual Entailment
Pascual Martínez-Gómez, Koji Mineshima, Yusuke Miyao and Daisuke Bekki
- Probabilistic Inference for Cold Start Knowledge Base Population with Prior World Knowledge
Bonan Min, Marjorie Freedman and Talya Meltzer
- Creating POS Tagging and Dependency Parsing Experts via Topic Modeling
Atreyee Mukherjee, Sandra Kübler and Matthias Scheutz
- Neural Semantic Encoders
Tsendsuren Munkhdalai and Hong Yu
- Neural Tree Indexers for Text Understanding
Tsendsuren Munkhdalai and Hong Yu
- A Two-stage Sieve Approach for Quote Attribution
Grace Muzny, Michael Fang, Angel Chang and Dan Jurafsky
- Contextual Bidirectional Long Short-Term Memory Recurrent Neural Network Language Models: A Generative Approach to Sentiment Analysis
Amr Mousa and Björn Schuller
- A Mutli-View Sentiment Corpus
Debora Nozza, Elisabetta Fersini and Enza Messina
- Integrated Learning of Dialog Strategies and Semantic Parsing
Aishwarya Padmakumar, Jesse Thomason and Raymond J. Mooney
- Unsupervised Does Not Mean Uninterpretable: The Case for Word Sense Induction and Disambiguation
Alexander Panchenko, Eugen Ruppert, Stefano Faralli, Simone Paolo Ponzetto and Chris Biemann
- End-to-end Relation Extraction using Neural Networks and Markov Logic Networks
Sachin Pawar, Pushpak Bhattacharyya and Girish Palshikar
- May I take your order? A Neural Model for Extracting Structured Information from Conversations
Baolin Peng, Michael Seltzer, Y.C. Ju and Geoffrey Zweig
- Addressing the Data Sparsity Issue in Neural AMR Parsing
Xiaochang Peng, Chuan Wang, Daniel Gildea and Nianwen Xue
- Dialog state tracking, a machine reading approach using Memory Network
Julien PEREZ and Fei Liu
- Predicting Counselor Behaviors in Motivational Interviewing Encounters
Verónica Pérez-Rosas, Rada Mihalcea, Kenneth Resnicow, Satinder Singh and Lawrence Ann
- Consistent Translation of Repeated Nouns using Syntactic and Semantic Cues
Xiao Pu, Laura Mascarell and Andrei Popescu-Belis
- Transition-Based Deep Linearization
Ratish Puduppully, Yue Zhang and Manish Shrivastava
- Distant Supervision for Relation Extraction beyond the Sentence Boundary
Chris Quirk and Hoifung Poon
- Personalized Machine Translation: Preserving Original Author Traits
Ella Rabinovich, Raj Nath Patel, Shachar Mirkin, Lucia Specia and Shuly Wintner
- Word Sense Disambiguation: A Unified Evaluation Framework and Empirical Comparison
Alessandro Raganato, Jose Camacho-Collados and Roberto Navigli
- Generating Natural Language Question-Answer Pairs from a Knowledge Graph Using a RNN Based Question Generation Model
Sathish Reddy, Dinesh Raghu, Mitesh M. Khapra and Sachindra Joshi
- A Systematic Study of Neural Discourse Models for Implicit Discourse Relation
Attapol Rutherford, Vera Demberg and Nianwen Xue
- If No Media Were Allowed inside the Venue, Was Anybody Allowed?
Zahra Sarabi and Eduardo Blanco
- Distributed Document and Phrase Co-embeddings for Descriptive Clustering
Motoki Sato, Austin J. Brockmeier, Georgios Kontonatsios, Tingting Mu, John Y. Goulermas, Jun'ichi Tsujii and Sophia Ananiadou
- Cross-Lingual Dependency Parsing with Late Decoding for Truly Low-Resource Languages
Michael Schlichtkrull and Anders Søgaard
- Nonsymbolic Text Representation
Hinrich Schütze
- Exploring Convolutional Neural Networks for Sentiment Analysis of Spanish tweets
Isabel Segura-Bedmar, Antonio Quiros and Paloma Martínez
- Neural Architectures for Fine-grained Entity Type Classification
Sonse Shimaoka, Pontus Stenetorp, Sebastian Riedel and Kentaro Inui
- Aye or naw, whit dae ye hink? Scottish independence and linguistic identity on social media
Philippa Shoemark, Debnil Sur, Luke Shrimpton, Iain Murray and Sharon Goldwater
- Hypernyms under Siege: Linguistically-motivated Artillery for Hypernymy Detection
Vered Shwartz, Enrico Santus and Dominik Schlechtweg
- Building Lexical Vector Representations from Concept Definitions
Danilo Silva de Carvalho and Minh Le Nguyen
- Recognizing Insufficiently Supported Arguments in Argumentative Essays
Christian Stab and Iryna Gurevych
- Authorship Attribution Using Text Distortio
Efstathios Stamatatos
- Recognizing Mentions of Adverse Drug Reaction in Social Media Using Knowledge-Infused Recurrent Models
Gabriel Stanovsky, Daniel Gruhl and Pablo Mendes
- Large-scale Opinion Relation Extraction with Distantly Supervised Neural Network
Changzhi Sun and Yuanbin Wu
- Analyzing Semantic Change of Japanese Loanwords
Hiroya Takamura, Ryo Nagata and Yoshifumi Kawasaki
- A Multifaceted Evaluation of Neural versus Statistical Machine Translation for 9 Language Directions
Antonio Toral and Víctor M. Sánchez-Cartagena
- Sentence Segmentation in Narrative Transcripts from Neuropsycological Tests using Recurrent Convolutional Neural Networks
Marcos Treviso, Christopher Shulby and Sandra Aluísio
- A method for in-depth comparative evaluation: How (dis)similar are outputs of pos taggers, dependency parsers and coreference resolvers really?
Don Tuggener
- Annotating Derivations: A New Evaluation Strategy and Dataset for Algebra Word Problems
Shyam Upadhyay and Ming-Wei Chang
- Generalizing to Unseen Entities and Entity Pairs with Row-less Universal Schema
Patrick Verga, Arvind Neelakantan and Andrew McCallum
- Character-Word LSTM Language Models
Lyan Verwimp, Joris Pelemans, Hugo Van hamme and Patrick Wambacq
- Universal Dependencies and Morphology for Hungarian - and on the Price of Universality
Veronika Vincze, Katalin Simkó, Zsolt Szántó and Richárd Farkas
- Evaluation by Association: A Systematic Study of Quantitative Word Association Evaluation
Ivan Vulić and Douwe Kiela
- "PageRank" for Argument Relevance
Henning Wachsmuth, Benno Stein and Yamen Ajjour
- Computational Argumentation Quality Assessment in Natural Language
Henning Wachsmuth, Nona Naderi, Yufang Hou, Yonatan Bilu, Vinodkumar Prabhakaran, Tim Alberdingk Thijm, Graeme Hirst and Benno Stein
- TDParse: Multi-target-specific sentiment recognition on Twitter
Bo Wang, Maria Liakata, Arkaitz Zubiaga and Rob Procter
- A Network-based End-to-End Trainable Task-oriented Dialogue System
Tsung-Hsien Wen, David Vandyke, Nikola Mrkšić, Milica Gasic, Lina M. Rojas Barahona, Pei-Hao Su, Stefan Ultes and Steve Young
- Classifying Illegal Activities on Tor Network Based on Web Textual Contents
Mhd Wesam Al nabki, Eduardo Fidalgo, Enrique Alegre and Ivan de Paz
- Learning and Knowledge Transfer with Memory Networks for Machine Comprehension
Mohit Yadav, Lovekesh Vig and Gautam Shroff
- Entity Extraction in Biomedical Corpora: An Approach to Evaluate Word Embedding Features with PSO based Feature Selection
Shweta Yadav, Asif Ekbal, Sriparna Saha and Pushpak Bhattacharyya
- Noise Mitigation for Neural Entity Typing and Relation Extraction
Yadollah Yaghoobzadeh, Heike Adel and Hinrich Schütze
- Multi-level Representations for Fine-Grained Typing of Knowledge Base Entities
Yadollah Yaghoobzadeh and Hinrich Schütze
- Why and How to Pay Different Attention to Phrase Alignments of Different Intensities
Wenpeng Yin and Hinrich Schütze
- Dependency Parsing as Head Selection
Xingxing Zhang, Jianpeng Cheng and Mirella Lapata
- Event extraction from Twitter using Non-Parametric Bayesian Mixture Model with Word Embeddings
Deyu ZHOU, Xuan Zhang and Yulan He
