| 2018 | Towards Qualitative Word Embeddings Evaluation: Measuring Neighbors Variation. | Benedicte Pierrejean, Ludovic Tanguy |
| 2018 | Comparatives, Quantifiers, Proportions: a Multi-Task Model for the Learning of Quantities from Vision. | Sandro Pezzelle, Ionut-Teodor Sorodoc, Raffaella Bernardi |
| 2018 | Objective Function Learning to Match Human Judgements for Optimization-Based Summarization. | Maxime Peyrard, Iryna Gurevych |
| 2018 | attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines. | Fabio Petroni, Vassilis Plachouras, Timothy Nugent, Jochen L. Leidner |
| 2018 | Deep Contextualized Word Representations. | Matthew E. Peters, Mark Neumann, Mohit Iyyer, Matt Gardner, Christopher Clark, Kenton Lee, Luke Zettlemoyer |
| 2018 | Bootstrapping Generators from Noisy Data. | Laura Perez-Beltrachini, Mirella Lapata |
| 2018 | Learning Joint Semantic Parsers from Disjoint Data. | Hao Peng, Sam Thomson, Swabha Swayamdipta, Noah A. Smith |
| 2018 | Similarity Measures for the Detection of Clinical Conditions with Verbal Fluency Tasks. | Felipe S. F. Paula, Rodrigo Wilkens, Marco Idiart, Aline Villavicencio |
| 2018 | Syntactic Patterns Improve Information Extraction for Medical Search. | Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace |
| 2018 | Multi-Reward Reinforced Summarization with Saliency and Entailment. | Ramakanth Pasunuru, Mohit Bansal |
| 2018 | Improving Character-Based Decoding Using Target-Side Morphological Information for Neural Machine Translation. | Peyman Passban, Qun Liu, Andy Way |
| 2018 | Towards a Variability Measure for Multiword Expressions. | Caroline Pasquer, Agata Savary, Jean-Yves Antoine, Carlos Ramisch |
| 2018 | A Hierarchical Latent Structure for Variational Conversation Modeling. | Yookoon Park, Jaemin Cho, Gunhee Kim |
| 2018 | Unsupervised Learning of Sentence Embeddings Using Compositional n-Gram Features. | Matteo Pagliardini, Prakhar Gupta, Martin Jaggi |
| 2018 | RankME: Reliable Human Ratings for Natural Language Generation. | Jekaterina Novikova, Ondrej Dusek, Verena Rieser |
| 2018 | A Novel Approach to Part Name Discovery in Noisy Text. | Nobal Bikram Niraula, Daniel Whyatt, Anne Kao |
| 2018 | Improving Temporal Relation Extraction with a Globally Acquired Statistical Resource. | Qiang Ning, Hao Wu, Haoruo Peng, Dan Roth |
| 2018 | Introducing Two Vietnamese Datasets for Evaluating Semantic Models of (Dis-)Similarity and Relatedness. | Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu |
| 2018 | A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network. | Dai Quoc Nguyen, Tu Dinh Nguyen, Dat Quoc Nguyen, Dinh Q. Phung |
| 2018 | Improving Lexical Choice in Neural Machine Translation. | Toan Q. Nguyen, David Chiang |
| 2018 | Comparing Automatic and Human Evaluation of Local Explanations for Text Classification. | Dong Nguyen |
| 2018 | Modelling Natural Language, Programs, and their Intersection. | Graham Neubig, Miltiadis Allamanis |
| 2018 | Generating Descriptions from Structured Data Using a Bifocal Attention Mechanism and Gated Orthogonalization. | Preksha Nema, Shreyas Shetty, Parag Jain, Anirban Laha, Karthik Sankaranarayanan, Mitesh M. Khapra |
| 2018 | Ranking Sentences for Extractive Summarization with Reinforcement Learning. | Shashi Narayan, Shay B. Cohen, Mirella Lapata |
| 2018 | ListOps: A Diagnostic Dataset for Latent Tree Learning. | Nikita Nangia, Samuel R. Bowman |