Papers
Resources to Examine the Quality of Word Embedding Models Trained on n-Gram Data
Ábel Elekes, Adrian Englhardt, Martin Schäler et al.
Unsupervised Sentence Compression using Denoising Auto-Encoders
Thibault Févry, Jason Phang
Lessons Learned in Multilingual Grounded Language Learning
Ákos Kádár, Desmond Elliott, Marc-Alexandre Côté et al.
Vectorial Semantic Spaces Do Not Encode Human Judgments of Intervention Similarity
Paola Merlo, Francesco Ackermann
Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks
Edward Collins, Nikolai Rozanov, Bingbing Zhang
Modeling Composite Labels for Neural Morphological Tagging
Alexander Tkachenko, Kairit Sirts
Weakly-Supervised Neural Semantic Parsing with a Generative Ranker
Jianpeng Cheng, Mirella Lapata
Upcycle Your OCR: Reusing OCRs for Post-OCR Text Correction in Romanised Sanskrit
Amrith Krishna, Bodhisattwa P. Majumder, Rajesh Bhat et al.
Learning to Actively Learn Neural Machine Translation
Ming Liu, Wray Buntine, Gholamreza Haffari
Predefined Sparseness in Recurrent Sequence Models
Thomas Demeester, Johannes Deleu, Fréderic Godin et al.
Sentence-Level Fluency Evaluation: References Help, But Can Be Spared!
Katharina Kann, Sascha Rothe, Katja Filippova
Sequence Classification with Human Attention
Maria Barrett, Joachim Bingel, Nora Hollenstein et al.
Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games
Judy Hanwen Shen, Matthias Hofer, Bjarke Felbo et al.
Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic Evaluation
Mikel Artetxe, Gorka Labaka, Iñigo Lopez-Gazpio et al.
Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge
Steven Derby, Paul Miller, Brian Murphy et al.
Multi-Modal Sequence Fusion via Recursive Attention for Emotion Recognition
Rory Beard, Ritwik Das, Raymond W. M. Ng et al.
Chinese Poetry Generation with a Salient-Clue Mechanism
Xiaoyuan Yi, Ruoyu Li, Maosong Sun
A Temporally Sensitive Submodularity Framework for Timeline Summarization
Sebastian Martschat, Katja Markert
Simple Unsupervised Keyphrase Extraction using Sentence Embeddings
Kamil Bennani-Smires, Claudiu Musat, Andreea Hossmann et al.
Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction
Yova Kementchedjhieva, Sebastian Ruder, Ryan Cotterell et al.
Latent Entities Extraction: How to Extract Entities that Do Not Appear in the Text?
Eylon Shoshan, Kira Radinsky
Bidirectional Generative Adversarial Networks for Neural Machine Translation
Zhirui Zhang, Shujie Liu, Mu Li et al.
Hierarchical Attention Based Position-Aware Network for Aspect-Level Sentiment Analysis
Lishuang Li, Yang Liu, AnQiao Zhou
Learning Text Representations for 500K Classification Tasks on Named Entity Disambiguation
Ander Barrena, Aitor Soroa, Eneko Agirre