| Ranking and Retrieval of Image Sequences From Multiple Paragraph Queries | Jun 1, 2015 | RetrievalSentence | —Unverified | 0 |
| Mind's Eye: A Recurrent Visual Representation for Image Caption Generation | Jun 1, 2015 | Caption GenerationImage Description | —Unverified | 0 |
| Associating Neural Word Embeddings With Deep Image Representations Using Fisher Vectors | Jun 1, 2015 | Image RetrievalSentence | —Unverified | 0 |
| Learning to Answer Questions From Image Using Convolutional Neural Network | Jun 1, 2015 | General ClassificationQuestion Answering | —Unverified | 0 |
| Supervised Fine Tuning for Word Embedding with Integrated Knowledge | May 29, 2015 | SentenceSentence Completion | —Unverified | 0 |
| A Category Theory of Communication Theory | May 28, 2015 | Sentence | —Unverified | 0 |
| Representing Meaning with a Combination of Logical and Distributional Models | May 26, 2015 | Knowledge Base ConstructionLexical Entailment | CodeCode Available | 0 |
| A Frobenius Model of Information Structure in Categorical Compositional Distributional Semantics | May 23, 2015 | Sentence | —Unverified | 0 |
| Weakly-Supervised Alignment of Video With Text | May 22, 2015 | Sentence | —Unverified | 0 |
| Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering | May 21, 2015 | Question AnsweringSentence | CodeCode Available | 0 |
| A Multi-scale Multiple Instance Video Description Network | May 21, 2015 | Image SegmentationMultiple Instance Learning | —Unverified | 0 |
| Flickr30k Entities: Collecting Region-to-Phrase Correspondences for Richer Image-to-Sentence Models | May 19, 2015 | Image DescriptionPhrase Grounding | CodeCode Available | 1 |
| Sentiment Analysis For Modern Standard Arabic And Colloquial | May 12, 2015 | Arabic Sentiment AnalysisNegation | —Unverified | 0 |
| Improved Relation Extraction with Feature-Rich Compositional Embedding Models | May 10, 2015 | RelationRelation Classification | CodeCode Available | 0 |
| Jointly Modeling Embedding and Translation to Bridge Video and Language | May 7, 2015 | SentenceTranslation | —Unverified | 0 |
| 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 |
| Russian-Chinese Sentence-level Aligned News Corpus | May 1, 2015 | Machine TranslationSentence | —Unverified | 0 |
| Sentence Compression For Automatic Subtitling | May 1, 2015 | SentenceSentence Compression | —Unverified | 0 |
| A Comparison of Update Strategies for Large-Scale Maximum Expected BLEU Training | May 1, 2015 | Machine TranslationSentence | —Unverified | 0 |
| Good News or Bad News: Using Affect Control Theory to Analyze Readers' Reaction Towards News Articles | May 1, 2015 | ArticlesDescriptive | —Unverified | 0 |
| Shared common ground influences information density in microblog texts | May 1, 2015 | Sentence | —Unverified | 0 |
| Identification and Characterization of Newsworthy Verbs in World News | May 1, 2015 | ArticlesDescriptive | —Unverified | 0 |
