| Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction | May 1, 2015 | Machine TranslationNER | CodeCode Available | 0 |
| Learning to Interpret and Describe Abstract Scenes | May 1, 2015 | AttributeImage Retrieval | —Unverified | 0 |
| The Logic of AMR: Practical, Unified, Graph-Based Sentence Semantics for NLP | May 1, 2015 | Abstract Meaning RepresentationMachine Translation | —Unverified | 0 |
| Template Kernels for Dependency Parsing | May 1, 2015 | ARCComputational Efficiency | CodeCode Available | 0 |
| Transforming Dependencies into Phrase Structures | May 1, 2015 | Dependency ParsingReranking | CodeCode Available | 0 |
| Unsupervised Code-Switching for Multilingual Historical Document Transcription | May 1, 2015 | Language IdentificationLanguage Modeling | —Unverified | 0 |
| Transition-Based Syntactic Linearization | May 1, 2015 | ARCHeuristic Search | —Unverified | 0 |
| Why Read if You Can Scan? Trigger Scoping Strategy for Biographical Fact Extraction | May 1, 2015 | Knowledge Base PopulationSentence | —Unverified | 0 |
| Towards a standard evaluation method for grammatical error detection and correction | May 1, 2015 | Grammatical Error CorrectionGrammatical Error Detection | CodeCode Available | 0 |
| The Geometry of Statistical Machine Translation | May 1, 2015 | Machine TranslationSentence | —Unverified | 0 |
| Using External Resources and Joint Learning for Bigram Weighting in ILP-Based Multi-Document Summarization | May 1, 2015 | Document SummarizationExtractive Summarization | —Unverified | 0 |
| Subsentential Sentiment on a Shoestring: A Crosslingual Analysis of Compositional Classification | May 1, 2015 | General ClassificationSentence | —Unverified | 0 |
| Unsupervised Entity Linking with Abstract Meaning Representation | May 1, 2015 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 |
| Convolutional Neural Network for Paraphrase Identification | May 1, 2015 | ARCBinary Classification | CodeCode Available | 0 |
| Aligning Sentences from Standard Wikipedia to Simple Wikipedia | May 1, 2015 | ArticlesLanguage Acquisition | —Unverified | 0 |
| Sentence segmentation of aphasic speech | May 1, 2015 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Linear-Time Transition System for Crossing Interval Trees | May 1, 2015 | ARCSentence | —Unverified | 0 |
| Clustering Sentences with Density Peaks for Multi-document Summarization | May 1, 2015 | ClusteringDocument Summarization | CodeCode Available | 0 |
| Dialogue focus tracking for zero pronoun resolution | May 1, 2015 | Sentence | —Unverified | 0 |
| APRO: All-Pairs Ranking Optimization for MT Tuning | May 1, 2015 | Allglobal-optimization | —Unverified | 0 |
| Lexical Event Ordering with an Edge-Factored Model | May 1, 2015 | modelNatural Language Inference | —Unverified | 0 |
| I Can Has Cheezburger? A Nonparanormal Approach to Combining Textual and Visual Information for Predicting and Generating Popular Meme Descriptions | May 1, 2015 | Cultural Vocal Bursts Intensity PredictionImage Retrieval | —Unverified | 0 |
| Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers | May 1, 2015 | Active LearningArticles | —Unverified | 0 |
| Chain Based RNN for Relation Classification | May 1, 2015 | ClassificationDependency Parsing | —Unverified | 0 |
| Predicate Argument Alignment using a Global Coherence Model | May 1, 2015 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
