| LTP: A New Active Learning Strategy for CRF-Based Named Entity Recognition | Jan 8, 2020 | Active Learningnamed-entity-recognition | CodeCode Available | 1 |
| Latent Opinions Transfer Network for Target-Oriented Opinion Words Extraction | Jan 7, 2020 | Aspect-oriented Opinion ExtractionGeneral Classification | CodeCode Available | 1 |
| Two-Level Transformer and Auxiliary Coherence Modeling for Improved Text Segmentation | Jan 3, 2020 | Cross-Lingual Word EmbeddingsMulti-Task Learning | CodeCode Available | 1 |
| Poly-encoders: Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring | Jan 1, 2020 | Sentence | CodeCode Available | 1 |
| XTREME: A Massively Multilingual Multi-task Benchmark for Evaluating Cross-lingual Generalisation | Jan 1, 2020 | Cross-Lingual TransferRetrieval | CodeCode Available | 1 |
| Non-autoregressive Translation with Disentangled Context Transformer | Jan 1, 2020 | Machine TranslationSentence | CodeCode Available | 1 |
| Coursera Corpus Mining and Multistage Fine-Tuning for Improving Lectures Translation | Dec 26, 2019 | BenchmarkingDomain Adaptation | CodeCode Available | 1 |
| T3: Tree-Autoencoder Constrained Adversarial Text Generation for Targeted Attack | Dec 22, 2019 | Adversarial AttackAdversarial Text | CodeCode Available | 1 |
| Learning 2D Temporal Adjacent Networks for Moment Localization with Natural Language | Dec 8, 2019 | Sentence | CodeCode Available | 1 |
| Effective Modeling of Encoder-Decoder Architecture for Joint Entity and Relation Extraction | Nov 22, 2019 | DecoderJoint Entity and Relation Extraction | CodeCode Available | 1 |
