| 2014 | A Rudimentary Lexicon and Semantics Help Bootstrap Phoneme Acquisition. Abdellah Fourtassi, Emmanuel Dupoux |
| 2014 | Automatic Transliteration of Romanized Dialectal Arabic. Mohamed Al-Badrashiny, Ramy Eskander, Nizar Habash, Owen Rambow |
| 2014 | Distributed Word Representation Learning for Cross-Lingual Dependency Parsing. Min Xiao, Yuhong Guo |
| 2014 | Domain-Specific Image Captioning. Rebecca Mason, Eugene Charniak |
| 2014 | Factored Markov Translation with Robust Modeling. Yang Feng, Trevor Cohn, Xinkai Du |
| 2014 | Focused Entailment Graphs for Open IE Propositions. Omer Levy, Ido Dagan, Jacob Goldberger |
| 2014 | Grounding Language with Points and Paths in Continuous Spaces. Jacob Andreas, Dan Klein |
| 2014 | Hallucinating Phrase Translations for Low Resource MT. Ann Irvine, Chris Callison-Burch |
| 2014 | Improved Pattern Learning for Bootstrapped Entity Extraction. Sonal Gupta, Christopher D. Manning |
| 2014 | Inducing Neural Models of Script Knowledge. Ashutosh Modi, Ivan Titov |
| 2014 | Learning to Rank Answer Candidates for Automatic Resolution of Crossword Puzzles. Gianni Barlacchi, Massimo Nicosia, Alessandro Moschitti |
| 2014 | Lexicon Infused Phrase Embeddings for Named Entity Resolution. Alexandre Passos, Vineet Kumar, Andrew McCallum |
| 2014 | Linguistic Regularities in Sparse and Explicit Word Representations. Omer Levy, Yoav Goldberg |
| 2014 | Looking for Hyponyms in Vector Space. Marek Rei, Ted Briscoe |
| 2014 | Probabilistic Modeling of Joint-context in Distributional Similarity. Oren Melamud, Ido Dagan, Jacob Goldberger, Idan Szpektor, Deniz Yuret |
| 2014 | Proceedings of the Eighteenth Conference on Computational Natural Language Learning, CoNLL 2014, Baltimore, Maryland, USA, June 26-27, 2014 Roser Morante, Wen-tau Yih |
| 2014 | Reconstructing Native Language Typology from Foreign Language Usage. Yevgeni Berzak, Roi Reichart, Boris Katz |
| 2014 | Towards Temporal Scoping of Relational Facts based on Wikipedia Data. Avirup Sil, Silviu-Petru Cucerzan |
| 2014 | Treebank Translation for Cross-Lingual Parser Induction. Jörg Tiedemann, Zeljko Agic, Joakim Nivre |
| 2014 | Weakly-Supervised Bayesian Learning of a CCG Supertagger. Dan Garrette, Chris Dyer, Jason Baldridge, Noah A. Smith |
| 2014 | What's in a p-value in NLP? Anders Søgaard, Anders Johannsen, Barbara Plank, Dirk Hovy, Héctor Martínez Alonso |