| Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition | Nov 1, 2020 | counterfactualnamed-entity-recognition | CodeCode Available | 1 |
| Improving Grammatical Error Correction Models with Purpose-Built Adversarial Examples | Nov 1, 2020 | Grammatical Error CorrectionSentence | —Unverified | 0 |
| Convolution over Hierarchical Syntactic and Lexical Graphs for Aspect Level Sentiment Analysis | Nov 1, 2020 | RelationSentence | —Unverified | 0 |
| Translation Quality Estimation by Jointly Learning to Score and Rank | Nov 1, 2020 | Multi-Task LearningSentence | —Unverified | 0 |
| Identifying Exaggerated Language | Nov 1, 2020 | Sentence | —Unverified | 0 |
| Homophonic Pun Generation with Lexically Constrained Rewriting | Nov 1, 2020 | Sentence | —Unverified | 0 |
| Systematic Comparison of Neural Architectures and Training Approaches for Open Information Extraction | Nov 1, 2020 | Open Information ExtractionSentence | —Unverified | 0 |
| Gradient-guided Unsupervised Lexically Constrained Text Generation | Nov 1, 2020 | Paraphrase GenerationSentence | —Unverified | 0 |
| Semantically Inspired AMR Alignment for the Portuguese Language | Nov 1, 2020 | Abstract Meaning RepresentationAMR Parsing | —Unverified | 0 |
| Compositional Phrase Alignment and Beyond | Nov 1, 2020 | Natural Language InferenceSentence | —Unverified | 0 |
| Unsupervised Adaptation of Question Answering Systems via Generative Self-training | Nov 1, 2020 | Question AnsweringSentence | —Unverified | 0 |
| Zero-Shot Crosslingual Sentence Simplification | Nov 1, 2020 | DecoderSentence | —Unverified | 0 |
| TransQuest: Translation Quality Estimation with Cross-lingual Transformers | Nov 1, 2020 | SentenceTransfer Learning | CodeCode Available | 1 |
| Vec2Sent: Probing Sentence Embeddings with Natural Language Generation | Nov 1, 2020 | SentenceSentence Embeddings | CodeCode Available | 0 |
| Seeing Both the Forest and the Trees: Multi-head Attention for Joint Classification on Different Compositional Levels | Nov 1, 2020 | Sentencetext-classification | CodeCode Available | 1 |
| Bracketing Encodings for 2-Planar Dependency Parsing | Nov 1, 2020 | Dependency ParsingPOS | CodeCode Available | 1 |
| Opinion Transmission Network for Jointly Improving Aspect-oriented Opinion Words Extraction and Sentiment Classification | Nov 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Transformer-based Multi-Aspect Modeling for Multi-Aspect Multi-Sentiment Analysis | Nov 1, 2020 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | —Unverified | 0 |
| Deep Diacritization: Efficient Hierarchical Recurrence for Improved Arabic Diacritization | Nov 1, 2020 | Arabic Text DiacritizationDecoder | CodeCode Available | 1 |
| COOT: Cooperative Hierarchical Transformer for Video-Text Representation Learning | Nov 1, 2020 | Cross-Modal RetrievalRepresentation Learning | CodeCode Available | 1 |
| Evaluating Bias In Dutch Word Embeddings | Oct 31, 2020 | ClusteringSentence | CodeCode Available | 0 |
| VECO: Variable and Flexible Cross-lingual Pre-training for Language Understanding and Generation | Oct 30, 2020 | Language ModellingQuestion Answering | —Unverified | 0 |
| SLM: Learning a Discourse Language Representation with Sentence Unshuffling | Oct 30, 2020 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Domain-Specific Lexical Grounding in Noisy Visual-Textual Documents | Oct 30, 2020 | Clusteringobject-detection | CodeCode Available | 0 |
| Learning as Abduction: Trainable Natural Logic Theorem Prover for Natural Language Inference | Oct 29, 2020 | Automated Theorem ProvingNatural Language Inference | CodeCode Available | 1 |
