| Investigating the Effects of Word Substitution Errors on Sentence Embeddings | Nov 16, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Combining Fact Extraction and Verification with Neural Semantic Matching Networks | Nov 16, 2018 | Claim VerificationFact Checking | CodeCode Available | 0 |
| Automatic Paper Summary Generation from Visual and Textual Information | Nov 16, 2018 | Sentence | —Unverified | 0 |
| Generating Responses Expressing Emotion in an Open-domain Dialogue System | Nov 15, 2018 | DecoderSentence | —Unverified | 0 |
| Exploiting Sentence Embedding for Medical Question Answering | Nov 15, 2018 | Medical Question AnsweringQuestion Answering | —Unverified | 0 |
| CGMH: Constrained Sentence Generation by Metropolis-Hastings Sampling | Nov 14, 2018 | SentenceText Generation | CodeCode Available | 0 |
| A Grammar-Based Structural CNN Decoder for Code Generation | Nov 14, 2018 | Code GenerationDecoder | CodeCode Available | 0 |
| Modeling Coherence for Discourse Neural Machine Translation | Nov 14, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Jointly Learning to Label Sentences and Tokens | Nov 14, 2018 | Grammatical Error DetectionSentence | CodeCode Available | 1 |
| Modeling Local Dependence in Natural Language with Multi-channel Recurrent Neural Networks | Nov 13, 2018 | Abstractive Text SummarizationLanguage Modeling | —Unverified | 0 |
| Domain Agnostic Real-Valued Specificity Prediction | Nov 13, 2018 | Dialogue GenerationDomain Adaptation | CodeCode Available | 0 |
| When do Words Matter? Understanding the Impact of Lexical Choice on Audience Perception using Individual Treatment Effect Estimation | Nov 12, 2018 | Sentence | —Unverified | 0 |
| ReDecode Framework for Iterative Improvement in Paraphrase Generation | Nov 11, 2018 | DecoderInformation Retrieval | —Unverified | 0 |
| Multi-labeled Relation Extraction with Attentive Capsule Network | Nov 11, 2018 | Multi-Labeled Relation ExtractionRelation | —Unverified | 0 |
| Speech Intention Understanding in a Head-final Language: A Disambiguation Utilizing Intonation-dependency | Nov 10, 2018 | Sentence | CodeCode Available | 0 |
| Towards Compositional Distributional Discourse Analysis | Nov 8, 2018 | Natural Language UnderstandingQuestion Answering | —Unverified | 0 |
| Applying Distributional Compositional Categorical Models of Meaning to Language Translation | Nov 8, 2018 | SentenceTranslation | —Unverified | 0 |
| Looking Deeper into Deep Learning Model: Attribution-based Explanations of TextCNN | Nov 8, 2018 | Sentencetext-classification | —Unverified | 0 |
| Information Flow in Pregroup Models of Natural Language | Nov 8, 2018 | Sentence | —Unverified | 0 |
| Data Selection with Feature Decay Algorithms Using an Approximated Target Side | Nov 7, 2018 | Machine TranslationNMT | —Unverified | 0 |
| Code-switching Sentence Generation by Generative Adversarial Networks and its Application to Data Augmentation | Nov 6, 2018 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 0 |
| UAlacant machine translation quality estimation at WMT 2018: a simple approach using phrase tables and feed-forward neural networks | Nov 6, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Learning to Embed Sentences Using Attentive Recursive Trees | Nov 6, 2018 | SentenceSentence Embedding | CodeCode Available | 0 |
| Do RNNs learn human-like abstract word order preferences? | Nov 5, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Relation Mention Extraction from Noisy Data with Hierarchical Reinforcement Learning | Nov 3, 2018 | DenoisingHierarchical Reinforcement Learning | —Unverified | 0 |
| Margin-based Parallel Corpus Mining with Multilingual Sentence Embeddings | Nov 3, 2018 | Cross-Lingual Bitext MiningMachine Translation | CodeCode Available | 0 |
| Content preserving text generation with attribute controls | Nov 3, 2018 | AttributeSentence | CodeCode Available | 0 |
| Sentence Encoders on STILTs: Supplementary Training on Intermediate Labeled-data Tasks | Nov 2, 2018 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Improving the Robustness of Speech Translation | Nov 2, 2018 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Combining Similarity Features and Deep Representation Learning for Stance Detection in the Context of Checking Fake News | Nov 2, 2018 | Document ClassificationGeneral Classification | CodeCode Available | 0 |
| Combining Long Short Term Memory and Convolutional Neural Network for Cross-Sentence n-ary Relation Extraction | Nov 2, 2018 | RelationRelation Extraction | —Unverified | 0 |
| Neural sentence generation from formal semantics | Nov 1, 2018 | Machine TranslationNatural Language Inference | —Unverified | 0 |
| Sentence Packaging in Text Generation from Semantic Graphs as a Community Detection Problem | Nov 1, 2018 | Community DetectionSentence | —Unverified | 0 |
| Toward Bayesian Synchronous Tree Substitution Grammars for Sentence Planning | Nov 1, 2018 | SentenceText Generation | —Unverified | 0 |
| Japanese Advertising Slogan Generator using Case Frame and Word Vector | Nov 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Treat the system like a human student: Automatic naturalness evaluation of generated text without reference texts | Nov 1, 2018 | Image CaptioningMachine Translation | —Unverified | 0 |
| Robust Document Retrieval and Individual Evidence Modeling for Fact Extraction and Verification. | Nov 1, 2018 | Natural Language InferenceRetrieval | CodeCode Available | 0 |
| Unsupervised Token-wise Alignment to Improve Interpretation of Encoder-Decoder Models | Nov 1, 2018 | DecoderMachine Translation | —Unverified | 0 |
| Team GESIS Cologne: An all in all sentence-based approach for FEVER | Nov 1, 2018 | AllCoreference Resolution | —Unverified | 0 |
| Extraction Meets Abstraction: Ideal Answer Generation for Biomedical Questions | Nov 1, 2018 | Abstractive Text SummarizationAnswer Generation | —Unverified | 0 |
| Extracting Syntactic Trees from Transformer Encoder Self-Attentions | Nov 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| Probing sentence embeddings for structure-dependent tense | Nov 1, 2018 | SentenceSentence Embeddings | —Unverified | 0 |
| Portable, layer-wise task performance monitoring for NLP models | Nov 1, 2018 | Machine TranslationSentence | —Unverified | 0 |
| PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection | Nov 1, 2018 | Argument MiningCross-Lingual Transfer | CodeCode Available | 0 |
| Multi-source synthetic treebank creation for improved cross-lingual dependency parsing | Nov 1, 2018 | Dependency ParsingMachine Translation | CodeCode Available | 0 |
| Macquarie University at BioASQ 6b: Deep learning and deep reinforcement learning for query-based summarisation | Nov 1, 2018 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Team SWEEPer: Joint Sentence Extraction and Fact Checking with Pointer Networks | Nov 1, 2018 | Fact CheckingInformation Retrieval | —Unverified | 0 |
| Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification | Nov 1, 2018 | Entity LinkingNatural Language Inference | —Unverified | 0 |
| UCL Machine Reading Group: Four Factor Framework For Fact Finding (HexaF) | Nov 1, 2018 | Information RetrievalNatural Language Inference | —Unverified | 0 |
| A mostly unlexicalized model for recognizing textual entailment | Nov 1, 2018 | Fake News DetectionInformation Retrieval | —Unverified | 0 |