| Incremental Neural Coreference Resolution in Constant Memory | Apr 30, 2020 | Clusteringcoreference-resolution | CodeCode Available | 0 |
| Aspect-Controlled Neural Argument Generation | Apr 30, 2020 | Data AugmentationLanguage Modeling | CodeCode Available | 1 |
| Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation | Apr 30, 2020 | Data AugmentationExtract Aspect | —Unverified | 0 |
| A Span-based Linearization for Constituent Trees | Apr 30, 2020 | Sentence | CodeCode Available | 1 |
| Addressing Zero-Resource Domains Using Document-Level Context in Neural Machine Translation | Apr 30, 2020 | Domain AdaptationMachine Translation | —Unverified | 0 |
| Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks | Apr 30, 2020 | BenchmarkingCoherence Evaluation | —Unverified | 0 |
| A Study in Improving BLEU Reference Coverage with Diverse Automatic Paraphrasing | Apr 30, 2020 | Machine TranslationSentence | CodeCode Available | 0 |
| Lexical Semantic Recognition | Apr 30, 2020 | Natural Language UnderstandingSentence | CodeCode Available | 1 |
| Segatron: Segment-Aware Transformer for Language Modeling and Understanding | Apr 30, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Word Rotator's Distance | Apr 30, 2020 | Semantic SimilaritySemantic Textual Similarity | CodeCode Available | 1 |
| "The Boating Store Had Its Best Sail Ever": Pronunciation-attentive Contextualized Pun Recognition | Apr 29, 2020 | Sentence | CodeCode Available | 0 |
| Bilingual Text Extraction as Reading Comprehension | Apr 29, 2020 | ArticlesReading Comprehension | —Unverified | 0 |
| Distantly-Supervised Neural Relation Extraction with Side Information using BERT | Apr 29, 2020 | RelationRelation Extraction | CodeCode Available | 0 |
| Posterior Calibrated Training on Sentence Classification Tasks | Apr 29, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| A Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT | Apr 29, 2020 | Question AnsweringSentence | —Unverified | 0 |
| What Happens To BERT Embeddings During Fine-tuning? | Apr 29, 2020 | Dependency ParsingSentence | —Unverified | 0 |
| Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning | Apr 29, 2020 | Continual Learningnamed-entity-recognition | —Unverified | 0 |
| Enhancing Answer Boundary Detection for Multilingual Machine Reading Comprehension | Apr 29, 2020 | Boundary DetectionMachine Reading Comprehension | —Unverified | 0 |
| Politeness Transfer: A Tag and Generate Approach | Apr 29, 2020 | SentenceStyle Transfer | CodeCode Available | 1 |
| Morphological Disambiguation of South Sámi with FSTs and Neural Networks | Apr 29, 2020 | Morphological DisambiguationSentence | —Unverified | 0 |
| ToTTo: A Controlled Table-To-Text Generation Dataset | Apr 29, 2020 | Conditional Text GenerationData-to-Text Generation | CodeCode Available | 1 |
| Elastic weight consolidation for better bias inoculation | Apr 29, 2020 | Fact VerificationGeneral Classification | CodeCode Available | 0 |
| BURT: BERT-inspired Universal Representation from Twin Structure | Apr 29, 2020 | Natural Language InferenceSentence | —Unverified | 0 |
| Revisiting Round-Trip Translation for Quality Estimation | Apr 29, 2020 | NMTSentence | —Unverified | 0 |
| GePpeTto Carves Italian into a Language Model | Apr 29, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Syntax-aware Data Augmentation for Neural Machine Translation | Apr 29, 2020 | Data AugmentationMachine Translation | —Unverified | 0 |
| An Unsupervised Semantic Sentence Ranking Scheme for Text Documents | Apr 28, 2020 | ClusteringDiversity | —Unverified | 0 |
| Self-Attention with Cross-Lingual Position Representation | Apr 28, 2020 | Machine TranslationPosition | —Unverified | 0 |
| R^3: Reverse, Retrieve, and Rank for Sarcasm Generation with Commonsense Knowledge | Apr 28, 2020 | Scene Text DetectionSentence | CodeCode Available | 1 |
| Let's be Humorous: Knowledge Enhanced Humor Generation | Apr 28, 2020 | Sentence | —Unverified | 0 |
| Unnatural Language Processing: Bridging the Gap Between Synthetic and Natural Language Data | Apr 28, 2020 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Conversational Word Embedding for Retrieval-Based Dialog System | Apr 28, 2020 | Common Sense ReasoningMachine Translation | CodeCode Available | 1 |
| Simultaneous Translation Policies: From Fixed to Adaptive | Apr 27, 2020 | SentenceTranslation | —Unverified | 0 |
| BLEU Neighbors: A Reference-less Approach to Automatic Evaluation | Apr 27, 2020 | DiversityMachine Translation | —Unverified | 0 |
| On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification | Apr 27, 2020 | Discourse ParsingGeneral Classification | CodeCode Available | 1 |
| SCDE: Sentence Cloze Dataset with High Quality Distractors From Examinations | Apr 27, 2020 | Question AnsweringSentence | CodeCode Available | 1 |
| Intelligent Translation Memory Matching and Retrieval with Sentence Encoders | Apr 27, 2020 | RetrievalSentence | —Unverified | 0 |
| ColBERT: Using BERT Sentence Embedding in Parallel Neural Networks for Computational Humor | Apr 27, 2020 | Humor DetectionSentence | CodeCode Available | 1 |
| Dual Learning for Semi-Supervised Natural Language Understanding | Apr 26, 2020 | Natural Language UnderstandingSentence | CodeCode Available | 1 |
| Beyond 512 Tokens: Siamese Multi-depth Transformer-based Hierarchical Encoder for Long-Form Document Matching | Apr 26, 2020 | ClusteringForm | CodeCode Available | 0 |
| Heterogeneous Graph Neural Networks for Extractive Document Summarization | Apr 26, 2020 | Document SummarizationExtractive Document Summarization | CodeCode Available | 1 |
| Relational Graph Attention Network for Aspect-based Sentiment Analysis | Apr 26, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Reevaluating Adversarial Examples in Natural Language | Apr 25, 2020 | Sentence | CodeCode Available | 2 |
| Combining Word Embeddings and N-grams for Unsupervised Document Summarization | Apr 25, 2020 | DiversityDocument Summarization | —Unverified | 0 |
| Cross-lingual Information Retrieval with BERT | Apr 24, 2020 | Cross-Lingual Information RetrievalDocument Ranking | CodeCode Available | 0 |
| Exploring Explainable Selection to Control Abstractive Summarization | Apr 24, 2020 | Abstractive Text SummarizationAttribute | CodeCode Available | 0 |
| ST^2: Small-data Text Style Transfer via Multi-task Meta-Learning | Apr 24, 2020 | Meta-LearningSentence | —Unverified | 0 |
| Template-Based Question Generation from Retrieved Sentences for Improved Unsupervised Question Answering | Apr 24, 2020 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Towards an evolutionary-based approach for natural language processing | Apr 23, 2020 | Sentence | —Unverified | 0 |
| Efficient Neural Architecture for Text-to-Image Synthesis | Apr 23, 2020 | Image GenerationSentence | CodeCode Available | 1 |