| 2017 | A Two-stage Sieve Approach for Quote Attribution. | Grace Muzny, Michael Fang, Angel X. Chang, Dan Jurafsky |
| 2017 | Named Entity Recognition in the Medical Domain with Constrained CRF Models. | Charles Jochim, La A. Deleris |
| 2017 | Using support vector machines and state-of-the-art algorithms for phonetic alignment to identify cognates in multi-lingual wordlists. | Gerhard Jger, Johann-Mattis List, Pavel Sofroniev |
| 2017 | ShotgunWSD: An unsupervised algorithm for global word sense disambiguation inspired by DNA sequencing. | Andrei M. Butnaru, Radu Tudor Ionescu, Florentina Hristea |
| 2017 | Neural Architectures for Fine-grained Entity Type Classification. | Sonse Shimaoka, Pontus Stenetorp, Kentaro Inui, Sebastian Riedel |
| 2017 | A Dataset for Multi-Target Stance Detection. | Parinaz Sobhani, Diana Inkpen, Xiaodan Zhu |
| 2017 | A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification. | Shiou Tian Hsu, Changsung Moon, Paul Jones, Nagiza F. Samatova |
| 2017 | Multitask Learning for Mental Health Conditions with Limited Social Media Data. | Adrian Benton, Margaret Mitchell, Dirk Hovy |
| 2017 | Learning to Predict Denotational Probabilities For Modeling Entailment. | Alice Lai, Julia Hockenmaier |
| 2017 | Enumeration of Extractive Oracle Summaries. | Tsutomu Hirao, Masaaki Nishino, Jun Suzuki, Masaaki Nagata |
| 2017 | PP Attachment: Where do We Stand? | Danil de Kok, Jianqiang Ma, Corina Dima, Erhard W. Hinrichs |
| 2017 | Audience Segmentation in Social Media. | Verena Henrich, Alexander Lang |
| 2017 | Evaluating the Reliability and Interaction of Recursively Used Feature Classes for Terminology Extraction. | Anna Htty, Michael Dorna, Sabine Schulte im Walde |
| 2017 | Learning Compositionality Functions on Word Embeddings for Modelling Attribute Meaning in Adjective-Noun Phrases. | Matthias Hartung, Fabian Kaupmann, Soufian Jebbara, Philipp Cimiano |
| 2017 | EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis. | Sven Buechel, Udo Hahn |
| 2017 | Efficient Benchmarking of NLP APIs using Multi-armed Bandits. | Gholamreza Haffari, Tuan Dung Tran, Mark James Carman |
| 2017 | Learning to generate one-sentence biographies from Wikidata. | Andrew Chisholm, Will Radford, Ben Hachey |
| 2017 | A Parallel Corpus for Evaluating Machine Translation between Arabic and European Languages. | Nizar Habash, Nasser Zalmout, Dima Taji, Hieu Hoang, Maverick Alzate |
| 2017 | Recognizing Insufficiently Supported Arguments in Argumentative Essays. | Christian Stab, Iryna Gurevych |
| 2017 | Metaheuristic Approaches to Lexical Substitution and Simplification. | Sallam Abualhaija, Tristan Miller, Judith Eckle-Kohler, Iryna Gurevych, Karl-Heinz Zimmermann |
| 2017 | Out-of-domain FrameNet Semantic Role Labeling. | Silvana Hartmann, Ilia Kuznetsov, Teresa Martin, Iryna Gurevych |
| 2017 | Bag of Tricks for Efficient Text Classification. | Armand Joulin, Edouard Grave, Piotr Bojanowski, Toms Mikolov |
| 2017 | Alto: Rapid Prototyping for Parsing and Translation. | Johannes Gontrum, Jonas Groschwitz, Alexander Koller, Christoph Teichmann |
| 2017 | Aye or naw, whit dae ye hink? Scottish independence and linguistic identity on social media. | Philippa Shoemark, Debnil Sur, Luke Shrimpton, Iain Murray, Sharon Goldwater |
| 2017 | Towards speech-to-text translation without speech recognition. | Sameer Bansal, Herman Kamper, Adam Lopez, Sharon Goldwater |