| Skip-Thought Vectors | Jun 22, 2015 | DecoderSentence | CodeCode Available | 1 |
| Aligning Books and Movies: Towards Story-like Visual Explanations by Watching Movies and Reading Books | Jun 22, 2015 | DescriptiveDiversity | CodeCode Available | 1 |
| Distributional Sentence Entailment Using Density Matrices | Jun 22, 2015 | Lexical EntailmentSentence | —Unverified | 0 |
| A Deep Memory-based Architecture for Sequence-to-Sequence Learning | Jun 22, 2015 | Machine TranslationSentence | —Unverified | 0 |
| A Neural Conversational Model | Jun 19, 2015 | Common Sense Reasoningmodel | CodeCode Available | 0 |
| Tree-structured composition in neural networks without tree-structured architectures | Jun 16, 2015 | Sentence | CodeCode Available | 0 |
| Linguistics and some aspects of its underlying dynamics | Jun 14, 2015 | Sentence | —Unverified | 0 |
| Leveraging Word Embeddings for Spoken Document Summarization | Jun 14, 2015 | Document SummarizationSentence | —Unverified | 0 |
| Listen, Attend, and Walk: Neural Mapping of Navigational Instructions to Action Sequences | Jun 12, 2015 | DecoderNatural Language Understanding | CodeCode Available | 0 |
| Learning language through pictures | Jun 11, 2015 | SentenceWord Embeddings | CodeCode Available | 0 |
| SQUINKY! A Corpus of Sentence-level Formality, Informativeness, and Implicature | Jun 7, 2015 | InformativenessSentence | CodeCode Available | 0 |
| Idioms-Proverbs Lexicon for Modern Standard Arabic and Colloquial Sentiment Analysis | Jun 5, 2015 | Opinion MiningSentence | —Unverified | 0 |
| Sentence Directed Video Object Codetection | Jun 5, 2015 | Activity RecognitionObject | —Unverified | 0 |
| 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 |
| A Hierarchical Neural Autoencoder for Paragraphs and Documents | Jun 2, 2015 | SentenceText Generation | CodeCode Available | 1 |
| Visualizing and Understanding Neural Models in NLP | Jun 2, 2015 | NegationSentence | CodeCode Available | 0 |
| ROBO, an edit distance for sentence comparison Application to automatic summarization | Jun 1, 2015 | Sentence | —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 |
| AZMAT: Sentence Similarity Using Associative Matrices | Jun 1, 2015 | Image CaptioningSemantic Textual Similarity | —Unverified | 0 |
| WSL: Sentence Similarity Using Semantic Distance Between Words | Jun 1, 2015 | Semantic Textual SimilaritySentence | CodeCode Available | 0 |
| Motion Part Regularization: Improving Action Recognition via Trajectory Selection | Jun 1, 2015 | Action RecognitionSentence | —Unverified | 0 |
| Interleaved Text/Image Deep Mining on a Very Large-Scale Radiology Database | Jun 1, 2015 | DiagnosticRetrieval | —Unverified | 0 |
