| Language Models for Image Captioning: The Quirks and What Works | May 7, 2015 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| A Feature-based Classification Technique for Answering Multi-choice World History Questions | May 5, 2015 | General ClassificationSentence | —Unverified | 0 |
| Interleaved Text/Image Deep Mining on a Large-Scale Radiology Database for Automated Image Interpretation | May 4, 2015 | DiagnosticSentence | —Unverified | 0 |
| Sequence to Sequence -- Video to Text | May 3, 2015 | Caption GenerationLanguage Modeling | CodeCode Available | 0 |
| Dialogue focus tracking for zero pronoun resolution | May 1, 2015 | Sentence | —Unverified | 0 |
| A Comparison of Update Strategies for Large-Scale Maximum Expected BLEU Training | May 1, 2015 | Machine TranslationSentence | —Unverified | 0 |
| Subsentential Sentiment on a Shoestring: A Crosslingual Analysis of Compositional Classification | May 1, 2015 | General ClassificationSentence | —Unverified | 0 |
| Sentence Compression For Automatic Subtitling | May 1, 2015 | SentenceSentence Compression | —Unverified | 0 |
| Model Invertibility Regularization: Sequence Alignment With or Without Parallel Data | May 1, 2015 | DeciphermentSentence | —Unverified | 0 |
| A Linear-Time Transition System for Crossing Interval Trees | May 1, 2015 | ARCSentence | —Unverified | 0 |
| Good News or Bad News: Using Affect Control Theory to Analyze Readers' Reaction Towards News Articles | May 1, 2015 | ArticlesDescriptive | —Unverified | 0 |
| MPQA 3.0: An Entity/Event-Level Sentiment Corpus | May 1, 2015 | Knowledge Base PopulationOpinion Mining | —Unverified | 0 |
| Improving Update Summarization via Supervised ILP and Sentence Reranking | May 1, 2015 | ClusteringDocument Summarization | —Unverified | 0 |
| Shared common ground influences information density in microblog texts | May 1, 2015 | Sentence | —Unverified | 0 |
| Chain Based RNN for Relation Classification | May 1, 2015 | ClassificationDependency Parsing | —Unverified | 0 |
| Improving the Inference of Implicit Discourse Relations via Classifying Explicit Discourse Connectives | May 1, 2015 | Discourse ParsingNatural Language Understanding | —Unverified | 0 |
| Discriminative Unsupervised Alignment of Natural Language Instructions with Corresponding Video Segments | May 1, 2015 | Grounded language learningSentence | —Unverified | 0 |
| Extractive Summarisation Based on Keyword Profile and Language Model | May 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Prosodic boundary information helps unsupervised word segmentation | May 1, 2015 | Boundary DetectionLanguage Acquisition | —Unverified | 0 |
| Cost Optimization in Crowdsourcing Translation: Low cost translations made even cheaper | May 1, 2015 | Machine TranslationSentence | —Unverified | 0 |
| Multi-Target Machine Translation with Multi-Synchronous Context-free Grammars | May 1, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Transition-based Algorithm for AMR Parsing | May 1, 2015 | Abstract Meaning RepresentationAMR Parsing | CodeCode Available | 0 |
| Inferring Temporally-Anchored Spatial Knowledge from Semantic Roles | May 1, 2015 | Semantic Role LabelingSentence | —Unverified | 0 |
| A Dynamic Programming Algorithm for Tree Trimming-based Text Summarization | May 1, 2015 | Combinatorial OptimizationDocument Summarization | —Unverified | 0 |
| Inflection Generation as Discriminative String Transduction | May 1, 2015 | LEMMAMachine Translation | —Unverified | 0 |
