| Fast and Accurate Preordering for SMT using Neural Networks | May 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers | May 1, 2015 | Active LearningArticles | —Unverified | 0 |
| Russian-Chinese Sentence-level Aligned News Corpus | May 1, 2015 | Machine TranslationSentence | —Unverified | 0 |
| Lexical Event Ordering with an Edge-Factored Model | May 1, 2015 | modelNatural Language Inference | —Unverified | 0 |
| Predicate Argument Alignment using a Global Coherence Model | May 1, 2015 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Identification and Characterization of Newsworthy Verbs in World News | May 1, 2015 | ArticlesDescriptive | —Unverified | 0 |
| Continuous Adaptation to User Feedback for Statistical Machine Translation | May 1, 2015 | Domain AdaptationMachine Translation | —Unverified | 0 |
| APRO: All-Pairs Ranking Optimization for MT Tuning | May 1, 2015 | Allglobal-optimization | —Unverified | 0 |
| Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction | May 1, 2015 | Machine TranslationNER | CodeCode Available | 0 |
| Sentence segmentation of aphasic speech | May 1, 2015 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Data-driven sentence generation with non-isomorphic trees | May 1, 2015 | Abstractive Text SummarizationExtractive Summarization | —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 |
| Grounded Semantic Parsing for Complex Knowledge Extraction | May 1, 2015 | ClusteringEvent Extraction | —Unverified | 0 |
| Learning to Interpret and Describe Abstract Scenes | May 1, 2015 | AttributeImage Retrieval | —Unverified | 0 |
| Aligning Sentences from Standard Wikipedia to Simple Wikipedia | May 1, 2015 | ArticlesLanguage Acquisition | —Unverified | 0 |
| Convolutional Neural Network for Paraphrase Identification | May 1, 2015 | ARCBinary Classification | CodeCode Available | 0 |
| Latent Domain Word Alignment for Heterogeneous Corpora | May 1, 2015 | SentenceWord Alignment | —Unverified | 0 |
| Clustering Sentences with Density Peaks for Multi-document Summarization | May 1, 2015 | ClusteringDocument Summarization | CodeCode Available | 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 |
| Transition-Based Syntactic Linearization | May 1, 2015 | ARCHeuristic Search | —Unverified | 0 |
| The Logic of AMR: Practical, Unified, Graph-Based Sentence Semantics for NLP | May 1, 2015 | Abstract Meaning RepresentationMachine Translation | —Unverified | 0 |
| Why Read if You Can Scan? Trigger Scoping Strategy for Biographical Fact Extraction | May 1, 2015 | Knowledge Base PopulationSentence | —Unverified | 0 |
| Unsupervised Entity Linking with Abstract Meaning Representation | May 1, 2015 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 |
| Transforming Dependencies into Phrase Structures | May 1, 2015 | Dependency ParsingReranking | CodeCode Available | 0 |
