| Universal Dependencies for Persian | May 1, 2016 | Sentencevalid | —Unverified | 0 |
| The Alaskan Athabascan Grammar Database | May 1, 2016 | Sentence | —Unverified | 0 |
| The Royal Society Corpus: From Uncharted Data to Corpus | May 1, 2016 | ArticlesSentence | —Unverified | 0 |
| Towards Comparability of Linguistic Graph Banks for Semantic Parsing | May 1, 2016 | Dependency ParsingSemantic Dependency Parsing | —Unverified | 0 |
| Using Contextual Information for Machine Translation Evaluation | May 1, 2016 | Machine TranslationSentence | —Unverified | 0 |
| VerbLexPor: a lexical resource with semantic roles for Portuguese | May 1, 2016 | ArticlesSentence | —Unverified | 0 |
| Towards Building Semantic Role Labeler for Indian Languages | May 1, 2016 | Semantic Role LabelingSentence | —Unverified | 0 |
| Using Word Embeddings to Translate Named Entities | May 1, 2016 | Chinese Named Entity Recognitionnamed-entity-recognition | —Unverified | 0 |
| WAGS: A Beautiful English-Italian Benchmark Supporting Word Alignment Evaluation on Rare Words | May 1, 2016 | SentenceWord Alignment | —Unverified | 0 |
| An Improved System for Sentence-level Novelty Detection in Textual Streams | Apr 30, 2016 | Event DetectionNovelty Detection | —Unverified | 0 |
| Comparing Fifty Natural Languages and Twelve Genetic Languages Using Word Embedding Language Divergence (WELD) as a Quantitative Measure of Language Distance | Apr 28, 2016 | Dialect IdentificationLanguage Modeling | —Unverified | 0 |
| Word Ordering Without Syntax | Apr 28, 2016 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Why and How to Pay Different Attention to Phrase Alignments of Different Intensities | Apr 23, 2016 | Answer SelectionNatural Language Inference | —Unverified | 0 |
| Word2VisualVec: Image and Video to Sentence Matching by Visual Feature Prediction | Apr 23, 2016 | Sentence | —Unverified | 0 |
| Detecting state of aggression in sentences using CNN | Apr 22, 2016 | BIG-bench Machine LearningSentence | CodeCode Available | 0 |
| Dialog-based Language Learning | Apr 20, 2016 | Machine TranslationNatural Language Understanding | —Unverified | 0 |
| Cognitive state classification using transformed fMRI data | Apr 19, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| M^2S-Net: Multi-Modal Similarity Metric Learning based Deep Convolutional Network for Answer Selection | Apr 19, 2016 | Answer SelectionMetric Learning | CodeCode Available | 0 |
| Inductive Coherence | Apr 18, 2016 | NegationSentence | —Unverified | 0 |
| Sentence-Level Grammatical Error Identification as Sequence-to-Sequence Correction | Apr 16, 2016 | DecoderSentence | —Unverified | 0 |
| ACD: Action Concept Discovery from Image-Sentence Corpora | Apr 16, 2016 | Action ClassificationClassification | —Unverified | 0 |
| Supervised Matrix Factorization for Cross-Modality Hashing | Apr 16, 2016 | QuantizationRetrieval | —Unverified | 0 |
| Improving sentence compression by learning to predict gaze | Apr 12, 2016 | Multi-Task LearningSentence | —Unverified | 0 |
| Attributes as Semantic Units between Natural Language and Visual Recognition | Apr 12, 2016 | Sentence | —Unverified | 0 |
| Semi-supervised learning of local structured output predictors | Apr 11, 2016 | SentenceStructured Prediction | —Unverified | 0 |
| Using Sentence-Level LSTM Language Models for Script Inference | Apr 11, 2016 | Sentence | —Unverified | 0 |
| Deep Structured Scene Parsing by Learning with Image Descriptions | Apr 8, 2016 | DescriptiveObject | —Unverified | 0 |
| Neural Headline Generation with Sentence-wise Optimization | Apr 7, 2016 | Headline GenerationSentence | —Unverified | 0 |
| Sentence Level Recurrent Topic Model: Letting Topics Speak for Themselves | Apr 7, 2016 | SentenceShort-Text Conversation | —Unverified | 0 |
| Resolving Language and Vision Ambiguities Together: Joint Segmentation & Prepositional Attachment Resolution in Captioned Scenes | Apr 7, 2016 | Common Sense ReasoningPrepositional Phrase Attachment | —Unverified | 0 |
| A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories | Apr 6, 2016 | Cloze TestSentence | —Unverified | 0 |
| RIGA at SemEval-2016 Task 8: Impact of Smatch Extensions and Character-Level Neural Translation on AMR Parsing Accuracy | Apr 5, 2016 | AMR ParsingSentence | CodeCode Available | 0 |
| Modeling Relational Information in Question-Answer Pairs with Convolutional Neural Networks | Apr 5, 2016 | Sentence | —Unverified | 0 |
| In narrative texts punctuation marks obey the same statistics as words | Apr 4, 2016 | ArticlesSentence | —Unverified | 0 |
| Image Captioning with Deep Bidirectional LSTMs | Apr 4, 2016 | Caption GenerationData Augmentation | CodeCode Available | 0 |
| A Compositional Approach to Language Modeling | Apr 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| AttSum: Joint Learning of Focusing and Summarization with Neural Attention | Apr 1, 2016 | Query-focused SummarizationSaliency Ranking | —Unverified | 0 |
| Bilingual Learning of Multi-sense Embeddings with Discrete Autoencoders | Mar 30, 2016 | DecoderSentence | CodeCode Available | 0 |
| Enhancing Sentence Relation Modeling with Auxiliary Character-level Embedding | Mar 30, 2016 | RelationSentence | —Unverified | 0 |
| Model Interpolation with Trans-dimensional Random Field Language Models for Speech Recognition | Mar 30, 2016 | Sentencespeech-recognition | —Unverified | 0 |
| Learning-Based Single-Document Summarization with Compression and Anaphoricity Constraints | Mar 29, 2016 | Document SummarizationSentence | —Unverified | 0 |
| A Parallel-Hierarchical Model for Machine Comprehension on Sparse Data | Mar 29, 2016 | Question AnsweringReading Comprehension | CodeCode Available | 0 |
| Prepositional Attachment Disambiguation Using Bilingual Parsing and Alignments | Mar 29, 2016 | Machine TranslationSentence | —Unverified | 0 |
| A Readable Read: Automatic Assessment of Language Learning Materials based on Linguistic Complexity | Mar 29, 2016 | Sentence | —Unverified | 0 |
| Generating Visual Explanations | Mar 28, 2016 | General ClassificationReinforcement Learning | —Unverified | 0 |
| Pointing the Unknown Words | Mar 26, 2016 | Machine TranslationSentence | —Unverified | 0 |
| Do You See What I Mean? Visual Resolution of Linguistic Ambiguities | Mar 26, 2016 | Sentence | —Unverified | 0 |
| Neural Text Generation from Structured Data with Application to the Biography Domain | Mar 24, 2016 | Concept-To-Text GenerationLanguage Modeling | CodeCode Available | 0 |
| Evaluating semantic models with word-sentence relatedness | Mar 23, 2016 | ImplicaturesSemantic Similarity | —Unverified | 0 |
| Neural Summarization by Extracting Sentences and Words | Mar 23, 2016 | Document SummarizationExtractive Summarization | CodeCode Available | 0 |