| Two Discourse Driven Language Models for Semantics | Jun 17, 2016 | Cloze TestDiscourse Parsing | —Unverified | 0 |
| Bidirectional Long-Short Term Memory for Video Description | Jun 15, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Watch What You Just Said: Image Captioning with Text-Conditional Attention | Jun 15, 2016 | Image CaptioningLanguage Modeling | CodeCode Available | 0 |
| Learning to Generate Compositional Color Descriptions | Jun 13, 2016 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Matching Networks for One Shot Learning | Jun 13, 2016 | Few-Shot Image ClassificationFew-Shot Learning | CodeCode Available | 1 |
| MuFuRU: The Multi-Function Recurrent Unit | Jun 9, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Sequence-to-Sequence Learning as Beam-Search Optimization | Jun 9, 2016 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Gated Word-Character Recurrent Language Model | Jun 6, 2016 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Temporal Action Detection Using a Statistical Language Model | Jun 1, 2016 | Action DetectionAction Recognition | CodeCode Available | 0 |
| Enriching Cold Start Personalized Language Model Using Social Network Information | Jun 1, 2016 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Embedding Senses for Efficient Graph-based Word Sense Disambiguation | Jun 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Gender-Distinguishing Features in Film Dialogue | Jun 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Model Combination for Correcting Preposition Selection Errors | Jun 1, 2016 | Grammatical Error CorrectionGrammatical Error Detection | —Unverified | 0 |
| Towards Semantic-based Hybrid Machine Translation between Bulgarian and English | Jun 1, 2016 | Common Sense ReasoningLanguage Modeling | —Unverified | 0 |
| TAXI at SemEval-2016 Task 13: a Taxonomy Induction Method based on Lexico-Syntactic Patterns, Substrings and Focused Crawling | Jun 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| UTA DLNLP at SemEval-2016 Task 12: Deep Learning Based Natural Language Processing System for Clinical Information Identification from Clinical Notes and Pathology Reports | Jun 1, 2016 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| LTG at SemEval-2016 Task 11: Complex Word Identification with Classifier Ensembles | Jun 1, 2016 | Complex Word IdentificationLanguage Modeling | —Unverified | 0 |
| UTA DLNLP at SemEval-2016 Task 1: Semantic Textual Similarity: A Unified Framework for Semantic Processing and Evaluation | Jun 1, 2016 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| UNIMELB at SemEval-2016 Tasks 4A and 4B: An Ensemble of Neural Networks and a Word2Vec Based Model for Sentiment Classification | Jun 1, 2016 | Document ClassificationLanguage Modeling | CodeCode Available | 0 |
| ASOBEK at SemEval-2016 Task 1: Sentence Representation with Character N-gram Embeddings for Semantic Textual Similarity | Jun 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| CUFE at SemEval-2016 Task 4: A Gated Recurrent Model for Sentiment Classification | Jun 1, 2016 | General ClassificationLanguage Modeling | —Unverified | 0 |
| ECNU at SemEval-2016 Task 4: An Empirical Investigation of Traditional NLP Features and Word Embedding Features for Sentence-level and Topic-level Sentiment Analysis in Twitter | Jun 1, 2016 | Feature EngineeringLanguage Modeling | —Unverified | 0 |
| Generation from Abstract Meaning Representation using Tree Transducers | Jun 1, 2016 | Abstract Meaning RepresentationLanguage Modeling | —Unverified | 0 |
| Grammatical error correction using neural machine translation | Jun 1, 2016 | Grammatical Error CorrectionLanguage Modeling | —Unverified | 0 |
| A Latent Variable Recurrent Neural Network for Discourse-Driven Language Models | Jun 1, 2016 | Dialog Act ClassificationGeneral Classification | —Unverified | 0 |
| An Empirical Evaluation of Noise Contrastive Estimation for the Neural Network Joint Model of Translation | Jun 1, 2016 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| Assessing Relative Sentence Complexity using an Incremental CCG Parser | Jun 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Inter-document Contextual Language model | Jun 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Extraction of Bilingual Technical Terms for Chinese-Japanese Patent Translation | Jun 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Effects of Communicative Pressures on Novice L2 Learners' Use of Optional Formal Devices | Jun 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Abstractive Sentence Summarization with Attentive Recurrent Neural Networks | Jun 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Interlocking Phrases in Phrase-based Statistical Machine Translation | Jun 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Integrating Morphological Desegmentation into Phrase-based Decoding | Jun 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Sentential Paraphrasing as Black-Box Machine Translation | Jun 1, 2016 | Grammatical Error CorrectionLanguage Modeling | —Unverified | 0 |
| PIC a Different Word: A Simple Model for Lexical Substitution in Context | Jun 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Transition-Based Syntactic Linearization with Lookahead Features | Jun 1, 2016 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Simple, Fast Noise-Contrastive Estimation for Large RNN Vocabularies | Jun 1, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Using Related Languages to Enhance Statistical Language Models | Jun 1, 2016 | Automatic Speech Recognition (ASR)Domain Adaptation | —Unverified | 0 |
| Generalizing and Hybridizing Count-based and Neural Language Models | Jun 1, 2016 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Deep API Learning | May 27, 2016 | DecoderInformation Retrieval | —Unverified | 0 |
| Automatic Construction of Discourse Corpora for Dialogue Translation | May 22, 2016 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Syntactically Guided Neural Machine Translation | May 15, 2016 | DecoderLanguage Modeling | —Unverified | 0 |
| Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health | May 14, 2016 | ClusteringLanguage Modeling | —Unverified | 0 |
| Noisy Parallel Approximate Decoding for Conditional Recurrent Language Model | May 12, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| On Improving Informativity and Grammaticality for Multi-Sentence Compression | May 7, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| LSTM-based Mixture-of-Experts for Knowledge-Aware Dialogues | May 5, 2016 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Image Captioning by Concept-based Sentence Reranking | May 3, 2016 | Image CaptioningLanguage Modeling | —Unverified | 0 |
| TheanoLM - An Extensible Toolkit for Neural Network Language Modeling | May 3, 2016 | CPUEnglish Conversational Speech Recognition | —Unverified | 0 |
| The SI TEDx-UM speech database: a new Slovenian Spoken Language Resource | May 1, 2016 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| A Corpus of Read and Spontaneous Upper Saxon German Speech for ASR Evaluation | May 1, 2016 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |