Papers
Reversibility reconsidered: finite-state factors for efficient probabilistic sampling in parsing and generation
Marc Dymetman, Sriram Venkatapathy, Chunyang Xiao
Robust Semantic Analysis of Multiword Expressions with FrameNet
Miriam R. L. Petruck, Valia Kordoni
2015
EMNLP
Rule Selection with Soft Syntactic Features for String-to-Tree Statistical Machine Translation
Fabienne Braune, Nina Seemann, Alexander Fraser
Sarcastic or Not: Word Embeddings to Predict the Literal or Sarcastic Meaning of Words
Debanjan Ghosh, Weiwei Guo, Smaranda Muresan
Scientific Article Summarization Using Citation-Context and Article’s Discourse Structure
Arman Cohan, Nazli Goharian
Script Induction as Language Modeling
Rachel Rudinger, Pushpendre Rastogi, Francis Ferraro et al.
Search-Aware Tuning for Hierarchical Phrase-based Decoding
Feifei Zhai, Liang Huang, Kai Zhao
Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
Tsung-Hsien Wen, Milica Gašić, Nikola Mrkšić et al.
Semantic Annotation for Microblog Topics Using Wikipedia Temporal Information
Tuan Tran, Nam Khanh Tran, Asmelash Teka Hadgu et al.
Semantic Framework for Comparison Structures in Natural Language
Omid Bakhshandeh, James Allen
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling
Kun Xu, Yansong Feng, Songfang Huang et al.
Semantic Role Labeling with Neural Network Factors
Nicholas FitzGerald, Oscar Täckström, Kuzman Ganchev et al.
Semantic Similarity Frontiers: From Concepts to Documents
David Jurgens, Mohammad Taher Pilehvar
2015
EMNLP
Semi-Supervised Bootstrapping of Relationship Extractors with Distributional Semantics
David S. Batista, Bruno Martins, Mário J. Silva
Semi-supervised Dependency Parsing using Bilexical Contextual Features from Auto-Parsed Data
Eliyahu Kiperwasser, Yoav Goldberg
Sentence Compression by Deletion with LSTMs
Katja Filippova, Enrique Alfonseca, Carlos A. Colmenares et al.
Sentence Modeling with Gated Recursive Neural Network
Xinchi Chen, Xipeng Qiu, Chenxi Zhu et al.
Sentiment Flow - A General Model of Web Review Argumentation
Henning Wachsmuth, Johannes Kiesel, Benno Stein
Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition
Biao Zhang, Jinsong Su, Deyi Xiong et al.
Show Me Your Evidence - an Automatic Method for Context Dependent Evidence Detection
Ruty Rinott, Lena Dankin, Carlos Alzate Perez et al.
Sieve-Based Spatial Relation Extraction with Expanding Parse Trees
Jennifer D’Souza, Vincent Ng
SLSA: A Sentiment Lexicon for Standard Arabic
Ramy Eskander, Owen Rambow
Social Media Text Classification under Negative Covariate Shift
Geli Fei, Bing Liu