| CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization | Oct 14, 2021 | Abstractive Text SummarizationARC | —Unverified | 0 |
| QBox: Partial Transfer Learning with Active Querying for Object Detection | Sep 27, 2021 | Image RetrievalInformativeness | CodeCode Available | 0 |
| Reputation dependent pricing strategy: analysis based on a Chinese C2C marketplace | Sep 26, 2021 | Informativeness | —Unverified | 0 |
| LINDA: Multi-Agent Local Information Decomposition for Awareness of Teammates | Sep 26, 2021 | InformativenessMulti-agent Reinforcement Learning | —Unverified | 0 |
| Bayesian Active Learning for Sim-to-Real Robotic Perception | Sep 23, 2021 | Active LearningInformativeness | —Unverified | 0 |
| Investigating Entropy for Extractive Document Summarization | Sep 22, 2021 | AttributeDocument Summarization | —Unverified | 0 |
| Overinference from Weak Signals and Underinference from Strong Signals | Sep 20, 2021 | Informativeness | —Unverified | 0 |
| Naturalness Evaluation of Natural Language Generation in Task-oriented Dialogues using BERT | Sep 7, 2021 | InformativenessText Generation | —Unverified | 0 |
| On Reducing Repetition in Abstractive Summarization | Sep 1, 2021 | Abstractive Text SummarizationInformativeness | —Unverified | 0 |
| Ranking Online Reviews Based on Their Helpfulness: An Unsupervised Approach | Sep 1, 2021 | InformativenessSpecificity | —Unverified | 0 |
| Predicting Informativeness of Semantic Triples | Sep 1, 2021 | InformativenessRelation Extraction | —Unverified | 0 |
| Deep Active Learning for Text Classification with Diverse Interpretations | Aug 15, 2021 | Active LearningClassification | —Unverified | 0 |
| The Many Dimensions of Truthfulness: Crowdsourcing Misinformation Assessments on a Multidimensional Scale | Aug 3, 2021 | InformativenessMisinformation | CodeCode Available | 0 |
| Active Curriculum Learning | Aug 1, 2021 | Active LearningInformativeness | —Unverified | 0 |
| Decoding, Fast and Slow: A Case Study on Balancing Trade-Offs in Incremental, Character-level Pragmatic Reasoning | Aug 1, 2021 | Image CaptioningInformativeness | —Unverified | 0 |
| SumPubMed: Summarization Dataset of PubMed Scientific Articles | Aug 1, 2021 | ArticlesInformativeness | CodeCode Available | 1 |
| Predicting pragmatic discourse features in the language of adults with autism spectrum disorder | Aug 1, 2021 | Informativeness | —Unverified | 0 |
| When Deep Learners Change Their Mind: Learning Dynamics for Active Learning | Jul 30, 2021 | Active LearningInformativeness | —Unverified | 0 |
| Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features | Jul 14, 2021 | Informativeness | —Unverified | 0 |
| Can Less be More? When Increasing-to-Balancing Label Noise Rates Considered Beneficial | Jul 13, 2021 | FairnessInformativeness | CodeCode Available | 0 |
| Multiple-criteria Based Active Learning with Fixed-size Determinantal Point Processes | Jul 4, 2021 | Active LearningDiversity | —Unverified | 0 |
| Orthonormal Product Quantization Network for Scalable Face Image Retrieval | Jul 1, 2021 | Deep HashingFace Image Retrieval | CodeCode Available | 0 |
| Deep Learning Image Recognition for Non-images | Jun 28, 2021 | Deep LearningInformativeness | —Unverified | 0 |
| MEAL: Manifold Embedding-based Active Learning | Jun 22, 2021 | Active LearningAutonomous Driving | —Unverified | 0 |
| BARTScore: Evaluating Generated Text as Text Generation | Jun 22, 2021 | DecoderInformativeness | CodeCode Available | 1 |