| 2018 | Training Structured Prediction Energy Networks with Indirect Supervision. | Amirmohammad Rooshenas, Aishwarya Kamath, Andrew McCallum |
| 2018 | Sluice Resolution without Hand-Crafted Features over Brittle Syntax Trees. | Ola Rnning, Daniel Hardt, Anders Sgaard |
| 2018 | Evaluating Historical Text Normalization Systems: How Well Do They Generalize? | Alexander Robertson, Sharon Goldwater |
| 2018 | EMR Coding with Semi-Parametric Multi-Head Matching Networks. | Anthony Rios, Ramakanth Kavuluru |
| 2018 | Deep Generative Model for Joint Alignment and Word Representation. | Miguel Rios, Wilker Aziz, Khalil Sima'an |
| 2018 | Polyglot Semantic Parsing in APIs. | Kyle Richardson, Jonathan Berant, Jonas Kuhn |
| 2018 | Scalable Construction and Reasoning of Massive Knowledge Bases. | Xiang Ren, Nanyun Peng, William Yang Wang |
| 2018 | Zero-Shot Sequence Labeling: Transferring Knowledge from Sentences to Tokens. | Marek Rei, Anders Sgaard |
| 2018 | Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer. | Sudha Rao, Joel R. Tetreault |
| 2018 | Neural Machine Translation for Low Resource Languages using Bilingual Lexicon Induced from Comparable Corpora. | Sree Harsha Ramesh, Krishna Prasad Sankaranarayanan |
| 2018 | Are Automatic Methods for Cognate Detection Good Enough for Phylogenetic Reconstruction in Historical Linguistics? | Taraka Rama, Johann-Mattis List, Johannes Wahle, Gerhard Jger |
| 2018 | Is Something Better than Nothing? Automatically Predicting Stance-based Arguments Using Deep Learning and Small Labelled Dataset. | Pavithra Rajendran, Danushka Bollegala, Simon Parsons |
| 2018 | Stacking with Auxiliary Features for Visual Question Answering. | Nazneen Fatema Rajani, Raymond J. Mooney |
| 2018 | Visually Guided Spatial Relation Extraction from Text. | Taher Rahgooy, Umar Manzoor, Parisa Kordjamshidi |
| 2018 | ELDEN: Improved Entity Linking Using Densified Knowledge Graphs. | Priya Radhakrishnan, Partha P. Talukdar, Vasudeva Varma |
| 2018 | Pieces of Eight: 8-bit Neural Machine Translation. | Jerry Quinn, Miguel Ballesteros |
| 2018 | When and Why Are Pre-Trained Word Embeddings Useful for Neural Machine Translation? | Ye Qi, Devendra Singh Sachan, Matthieu Felix, Sarguna Padmanabhan, Graham Neubig |
| 2018 | Leveraging Intra-User and Inter-User Representation Learning for Automated Hate Speech Detection. | Jing Qian, Mai ElSherief, Elizabeth M. Belding, William Yang Wang |
| 2018 | Deconfounded Lexicon Induction for Interpretable Social Science. | Reid Pryzant, Kelly Shen, Dan Jurafsky, Stefan Wagner |
| 2018 | Author Commitment and Social Power: Automatic Belief Tagging to Infer the Social Context of Interactions. | Vinodkumar Prabhakaran, Premkumar Ganeshkumar, Owen Rambow |
| 2018 | Using Word Vectors to Improve Word Alignments for Low Resource Machine Translation. | Nima Pourdamghani, Marjan Ghazvininejad, Kevin Knight |
| 2018 | Fast Lexically Constrained Decoding with Dynamic Beam Allocation for Neural Machine Translation. | Matt Post, David Vilar |
| 2018 | On the Evaluation of Semantic Phenomena in Neural Machine Translation Using Natural Language Inference. | Adam Poliak, Yonatan Belinkov, James R. Glass, Benjamin Van Durme |
| 2018 | A Comparison of Two Paraphrase Models for Taxonomy Augmentation. | Vassilis Plachouras, Fabio Petroni, Timothy Nugent, Jochen L. Leidner |
| 2018 | Benchmarks and models for entity-oriented polarity detection. | Lidia Pivovarova, Arto Klami, Roman Yangarber |