| Abstractive Multi-Document Summarization via Phrase Selection and Merging | Jun 4, 2015 | Document SummarizationMulti-Document Summarization | —Unverified | 0 |
| The Long-Short Story of Movie Description | Jun 4, 2015 | Image CaptioningImage Description | —Unverified | 0 |
| A Hybrid Model for Enhancing Lexical Statistical Machine Translation (SMT) | Jun 3, 2015 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Visualizing and Understanding Neural Models in NLP | Jun 2, 2015 | NegationSentence | CodeCode Available | 0 |
| WSL: Sentence Similarity Using Semantic Distance Between Words | Jun 1, 2015 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| Learning to Answer Questions From Image Using Convolutional Neural Network | Jun 1, 2015 | General ClassificationQuestion Answering | —Unverified | 0 |
| AZMAT: Sentence Similarity Using Associative Matrices | Jun 1, 2015 | Image CaptioningSemantic Textual Similarity | —Unverified | 0 |
| Associating Neural Word Embeddings With Deep Image Representations Using Fisher Vectors | Jun 1, 2015 | Image RetrievalSentence | —Unverified | 0 |
| Learning Sentence Ordering for Opinion Generation of Debate | Jun 1, 2015 | Decision MakingSentence | —Unverified | 0 |
| DLS@CU: Sentence Similarity from Word Alignment and Semantic Vector Composition | Jun 1, 2015 | Information RetrievalMachine Translation | —Unverified | 0 |
| Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database | Jun 1, 2015 | DiagnosticRetrieval | —Unverified | 0 |
| Ranking and Retrieval of Image Sequences From Multiple Paragraph Queries | Jun 1, 2015 | RetrievalSentence | —Unverified | 0 |
| Motion Part Regularization: Improving Action Recognition via Trajectory Selection | Jun 1, 2015 | Action RecognitionSentence | —Unverified | 0 |
| ROBO, an edit distance for sentence comparison Application to automatic summarization | Jun 1, 2015 | Sentence | —Unverified | 0 |
| Mind's Eye: A Recurrent Visual Representation for Image Caption Generation | Jun 1, 2015 | Caption GenerationImage Description | —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 |
| 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 |
