Papers
Simple and Effective Text Simplification Using Semantic and Neural Methods
Elior Sulem, Omri Abend, Ari Rappoport
Retrieve, Rerank and Rewrite: Soft Template Based Neural Summarization
Ziqiang Cao, Wenjie Li, Sujian Li et al.
Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks
Aishwarya Jadhav, Vaibhav Rajan
A Unified Model for Extractive and Abstractive Summarization using Inconsistency Loss
Wan-Ting Hsu, Chieh-Kai Lin, Ming-Ying Lee et al.
Towards Understanding the Geometry of Knowledge Graph Embeddings
Chandrahas, Aditya Sharma, Partha Talukdar
Improving Knowledge Graph Embedding Using Simple Constraints
Boyang Ding, Quan Wang, Bin Wang et al.
Hierarchical Losses and New Resources for Fine-grained Entity Typing and Linking
Shikhar Murty, Patrick Verga, Luke Vilnis et al.
Ultra-Fine Entity Typing
Eunsol Choi, Omer Levy, Yejin Choi et al.
The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
Mia Xu Chen, Orhan Firat, Ankur Bapna et al.
Triangular Architecture for Rare Language Translation
Shuo Ren, Wenhu Chen, Shujie Liu et al.
Unsupervised Neural Machine Translation with Weight Sharing
Zhen Yang, Wei Chen, Feng Wang et al.
Explicit Retrofitting of Distributional Word Vectors
Goran Glavaš, Ivan Vulić
Unsupervised Learning of Distributional Relation Vectors
Shoaib Jameel, Zied Bouraoui, Steven Schockaert
A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors
Mikhail Khodak, Nikunj Saunshi, Yingyu Liang et al.
Probabilistic FastText for Multi-Sense Word Embeddings
Ben Athiwaratkun, Andrew Wilson, Anima Anandkumar
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
Iryna Gurevych, Yusuke Miyao
The DipInfo-UniTo system for SRST 2018
Valerio Basile, Alessandro Mazzei
NILC-SWORNEMO at the Surface Realization Shared Task: Exploring Syntax-Based Word Ordering using Neural Models
Marco Antonio Sobrevilla Cabezudo, Thiago Pardo
AX Semantics’ Submission to the Surface Realization Shared Task 2018
Andreas Madsack, Johanna Heininger, Nyamsuren Davaasambuu et al.
Generating High-Quality Surface Realizations Using Data Augmentation and Factored Sequence Models
Henry Elder, Chris Hokamp
Surface Realization Shared Task 2018 (SR18): The Tilburg University Approach
Thiago Castro Ferreira, Sander Wubben, Emiel Krahmer
IIT (BHU) Varanasi at MSR-SRST 2018: A Language Model Based Approach for Natural Language Generation
Shreyansh Singh, Ayush Sharma, Avi Chawla et al.
BinLin: A Simple Method of Dependency Tree Linearization
Yevgeniy Puzikov, Iryna Gurevych