| Contextual Grounding of Natural Language Entities in Images | Nov 5, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Emerging Cross-lingual Structure in Pretrained Language Models | Nov 4, 2019 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| BAS: An Answer Selection Method Using BERT Language Model | Nov 4, 2019 | Answer SelectionLanguage Modeling | —Unverified | 0 |
| BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model | Nov 3, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Comparing Top-Down and Bottom-Up Neural Generative Dependency Models | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improved Differentiable Architecture Search for Language Modeling and Named Entity Recognition | Nov 1, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Generalization through Memorization: Nearest Neighbor Language Models | Nov 1, 2019 | Domain AdaptationLanguage Modeling | CodeCode Available | 1 |
| Justifying Recommendations using Distantly-Labeled Reviews and Fine-Grained Aspects | Nov 1, 2019 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Enhancing Variational Autoencoders with Mutual Information Neural Estimation for Text Generation | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| BeamSeg: A Joint Model for Multi-Document Segmentation and Topic Identification | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Experimenting with Power Divergences for Language Modeling | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| KnowSemLM: A Knowledge Infused Semantic Language Model | Nov 1, 2019 | Cloze TestLanguage Modeling | —Unverified | 0 |
| Chameleon: A Language Model Adaptation Toolkit for Automatic Speech Recognition of Conversational Speech | Nov 1, 2019 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Automatic Argument Quality Assessment - New Datasets and Methods | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Deep Bidirectional Transformers for Relation Extraction without Supervision | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Improving Pre-Trained Multilingual Model with Vocabulary Expansion | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Cross-lingual Transfer Learning with Data Selection for Large-Scale Spoken Language Understanding | Nov 1, 2019 | Cross-Lingual TransferLanguage Modeling | —Unverified | 0 |
| A Simple and Effective Method for Injecting Word-Level Information into Character-Aware Neural Language Models | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multi-task Learning for Natural Language Generation in Task-Oriented Dialogue | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Pre-Training BERT on Domain Resources for Short Answer Grading | Nov 1, 2019 | automatic short answer gradingLanguage Modeling | —Unverified | 0 |
| Spelling-Aware Construction of Macaronic Texts for Teaching Foreign-Language Vocabulary | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| TILM: Neural Language Models with Evolving Topical Influence | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| MulCode: A Multiplicative Multi-way Model for Compressing Neural Language Model | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Phonetic Normalization for Machine Translation of User Generated Content | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Unsupervised Aspect-Based Multi-Document Abstractive Summarization | Nov 1, 2019 | Abstractive Text SummarizationClustering | —Unverified | 0 |
| Synthetic Propaganda Embeddings To Train A Linear Projection | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Selecting, Planning, and Rewriting: A Modular Approach for Data-to-Document Generation and Translation | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| FASPell: A Fast, Adaptable, Simple, Powerful Chinese Spell Checker Based On DAE-Decoder Paradigm | Nov 1, 2019 | Chinese Spell CheckingDecoder | CodeCode Available | 0 |
| Context-Aware Neural Machine Translation Decoding | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Coreference Resolution in Full Text Articles with BERT and Syntax-based Mention Filtering | Nov 1, 2019 | Articlescoreference-resolution | —Unverified | 0 |
| Enhancing BERT for Lexical Normalization | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Contextual Text Denoising with Masked Language Model | Nov 1, 2019 | DenoisingLanguage Modeling | —Unverified | 0 |
| GEM: Generative Enhanced Model for adversarial attacks | Nov 1, 2019 | ArticlesLanguage Modeling | —Unverified | 0 |
| Improving Multi-label Emotion Classification by Integrating both General and Domain-specific Knowledge | Nov 1, 2019 | Emotion ClassificationGeneral Classification | —Unverified | 0 |
| Fine-Grained Propaganda Detection with Fine-Tuned BERT | Nov 1, 2019 | ArticlesClassification | —Unverified | 0 |
| Jeff Da at COIN - Shared Task: BIG MOOD: Relating Transformers to Explicit Commonsense Knowledge | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Hello, It's GPT-2 - How Can I Help You? Towards the Use of Pretrained Language Models for Task-Oriented Dialogue Systems | Nov 1, 2019 | Decision MakingLanguage Modeling | —Unverified | 0 |
| Generalizing Question Answering System with Pre-trained Language Model Fine-tuning | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Character-Based Models for Adversarial Phone Extraction: Preventing Human Sex Trafficking | Nov 1, 2019 | Data AugmentationLanguage Modeling | —Unverified | 0 |
| English-Myanmar Supervised and Unsupervised NMT: NICT's Machine Translation Systems at WAT-2019 | Nov 1, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| A Recurrent BERT-based Model for Question Generation | Nov 1, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| A neural document language modeling framework for spoken document retrieval | Oct 31, 2019 | Information RetrievalLanguage Modeling | —Unverified | 0 |
| Positional Attention-based Frame Identification with BERT: A Deep Learning Approach to Target Disambiguation and Semantic Frame Selection | Oct 31, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Multi-Stage Document Ranking with BERT | Oct 31, 2019 | Document RankingLanguage Modeling | CodeCode Available | 1 |
| Masked Language Model Scoring | Oct 31, 2019 | AttributeDomain Adaptation | CodeCode Available | 1 |
| Lightweight and Efficient End-to-End Speech Recognition Using Low-Rank Transformer | Oct 30, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Learning Deterministic Weighted Automata with Queries and Counterexamples | Oct 30, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Contextual Text Denoising with Masked Language Models | Oct 30, 2019 | DenoisingLanguage Modeling | —Unverified | 0 |
| Fill in the Blanks: Imputing Missing Sentences for Larger-Context Neural Machine Translation | Oct 30, 2019 | Document Level Machine TranslationLanguage Modeling | —Unverified | 0 |
| Learning Rich Image Region Representation for Visual Question Answering | Oct 29, 2019 | Language ModelingLanguage Modelling | —Unverified | 0 |