| Near-Optimal Multi-Perturbation Experimental Design for Causal Structure Learning | May 28, 2021 | Experimental DesignInformativeness | CodeCode Available | 0 |
| THINK: A Novel Conversation Model for Generating Grammatically Correct and Coherent Responses | May 28, 2021 | DecoderDiversity | —Unverified | 0 |
| Rethinking InfoNCE: How Many Negative Samples Do You Need? | May 27, 2021 | InformativenessMutual Information Estimation | —Unverified | 0 |
| Cost-Accuracy Aware Adaptive Labeling for Active Learning | May 24, 2021 | Active LearningInformativeness | CodeCode Available | 0 |
| Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning | May 18, 2021 | DiversityInformativeness | —Unverified | 0 |
| Towards Human-Free Automatic Quality Evaluation of German Summarization | May 13, 2021 | InformativenessLanguage Modeling | —Unverified | 0 |
| Knowledge-based Review Generation by Coherence Enhanced Text Planning | May 9, 2021 | InformativenessKnowledge Graphs | —Unverified | 0 |
| Towards Clinical Encounter Summarization: Learning to Compose Discharge Summaries from Prior Notes | Apr 27, 2021 | HallucinationInformativeness | —Unverified | 0 |
| Meta-evaluation of Conversational Search Evaluation Metrics | Apr 27, 2021 | Conversational SearchInformativeness | CodeCode Available | 0 |
| Interpretability-Driven Sample Selection Using Self Supervised Learning For Disease Classification And Segmentation | Apr 13, 2021 | Active LearningGeneral Classification | —Unverified | 0 |
| Low-Regret Active learning | Apr 6, 2021 | Active LearningInformativeness | —Unverified | 0 |
| Uncertainty-Aware Annotation Protocol to Evaluate Deformable Registration Algorithms | Apr 2, 2021 | Image RegistrationInformativeness | CodeCode Available | 0 |
| Generating Weather Comments from Meteorological Simulations | Apr 1, 2021 | Informativeness | CodeCode Available | 0 |
| Multimodal assessment of apparent personality using feature attention and error consistency constraint | Mar 24, 2021 | InformativenessPersonality Trait Recognition by Face | —Unverified | 0 |
| Combining Reward Information from Multiple Sources | Mar 22, 2021 | Informativeness | —Unverified | 0 |
| Exploiting Method Names to Improve Code Summarization: A Deliberation Multi-Task Learning Approach | Mar 21, 2021 | Code SummarizationDecoder | —Unverified | 0 |
| Towards the evaluation of automatic simultaneous speech translation from a communicative perspective | Mar 15, 2021 | automatic-speech-translationInformativeness | —Unverified | 0 |
| Advisors with Hidden Motives | Mar 12, 2021 | Informativeness | —Unverified | 0 |
| Linear Regression over Networks with Communication Guarantees | Mar 6, 2021 | Federated LearningInformativeness | —Unverified | 0 |
| Learning to Select Context in a Hierarchical and Global Perspective for Open-domain Dialogue Generation | Feb 18, 2021 | DecoderDialogue Generation | —Unverified | 0 |
| A Unified Batch Selection Policy for Active Metric Learning | Feb 15, 2021 | Active LearningDiversity | —Unverified | 0 |
| Diffusion Approximations for a Class of Sequential Testing Problems | Feb 13, 2021 | Informativeness | —Unverified | 0 |
| Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual Storytelling | Feb 5, 2021 | DiversityInformativeness | —Unverified | 0 |
| Disambiguatory Signals are Stronger in Word-initial Positions | Feb 3, 2021 | Informativeness | CodeCode Available | 0 |
| Adaptive Scheduling for Machine Learning Tasks over Networks | Jan 25, 2021 | BIG-bench Machine LearningFederated Learning | —Unverified | 0 |
| Belief-based Generation of Argumentative Claims | Jan 24, 2021 | InformativenessText Generation | CodeCode Available | 0 |
| Regional Attention Network (RAN) for Head Pose and Fine-grained Gesture Recognition | Jan 17, 2021 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| Maximizing Information Gain for the Characterization of Biomolecular Circuits | Jan 8, 2021 | Experimental DesignInformativeness | —Unverified | 0 |
| PABI: A Unified PAC-Bayesian Informativeness Measure for Incidental Supervision Signals | Jan 1, 2021 | Informativenessnamed-entity-recognition | —Unverified | 0 |
| Exemplary natural images explain CNN activations better than synthetic feature visualizations | Jan 1, 2021 | Informativeness | —Unverified | 0 |
| Modal Uncertainty Estimation via Discrete Latent Representations | Jan 1, 2021 | Informativeness | —Unverified | 0 |
| Deep Active Learning for Object Detection with Mixture Density Networks | Jan 1, 2021 | Active LearningInformativeness | —Unverified | 0 |
| Binary Classification Tests, Imperfect Standards, and Ambiguous Information | Dec 21, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Understanding Guided Image Captioning Performance across Domains | Dec 4, 2020 | DescriptiveImage Captioning | CodeCode Available | 0 |
| Story Generation with Rich Details | Dec 1, 2020 | InformativenessStory Generation | —Unverified | 0 |
| Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response | Nov 17, 2020 | Disaster ResponseGeneral Classification | —Unverified | 0 |
| Pattern recognition in micro-trading behaviors before stock price jumps: A framework based on multivariate time series analysis | Nov 10, 2020 | InformativenessTime Series | —Unverified | 0 |
| LADA: Look-Ahead Data Acquisition via Augmentation for Active Learning | Nov 9, 2020 | Active LearningData Augmentation | —Unverified | 0 |
| Know What You Don't Need: Single-Shot Meta-Pruning for Attention Heads | Nov 7, 2020 | InformativenessMeta-Learning | —Unverified | 0 |
| #GCDH at WNUT-2020 Task 2: BERT-Based Models for the Detection of Informativeness in English COVID-19 Related Tweets | Nov 1, 2020 | InformativenessTask 2 | —Unverified | 0 |
| Visual Objects As Context: Exploiting Visual Objects for Lexical Entailment | Nov 1, 2020 | InformativenessLexical Entailment | —Unverified | 0 |
| Best Practices for Crowd-based Evaluation of German Summarization: Comparing Crowd, Expert and Automatic Evaluation | Nov 1, 2020 | Informativeness | —Unverified | 0 |
| Improving Knowledge-Aware Dialogue Response Generation by Using Human-Written Prototype Dialogues | Nov 1, 2020 | InformativenessResponse Generation | —Unverified | 0 |
| When Contrastive Learning Meets Active Learning: A Novel Graph Active Learning Paradigm with Self-Supervision | Oct 30, 2020 | Active LearningContrastive Learning | —Unverified | 0 |
| Active Learning for Noisy Data Streams Using Weak and Strong Labelers | Oct 27, 2020 | Active Learningimage-classification | —Unverified | 0 |
| Local Knowledge Powered Conversational Agents | Oct 20, 2020 | Informativeness | —Unverified | 0 |
| A Method for Handling Multi-class Imbalanced Data by Geometry based Information Sampling and Class Prioritized Synthetic Data Generation (GICaPS) | Oct 11, 2020 | InformativenessMulti-Label Classification | —Unverified | 0 |
| Natural Images are More Informative for Interpreting CNN Activations than State-of-the-Art Synthetic Feature Visualizations | Oct 9, 2020 | Informativeness | —Unverified | 0 |
| Dialogue Generation on Infrequent Sentence Functions via Structured Meta-Learning | Oct 4, 2020 | Dialogue GenerationInformativeness | —Unverified | 0 |
| A study on using image based machine learning methods to develop the surrogate models of stamp forming simulations | Sep 30, 2020 | BIG-bench Machine LearningInformativeness | —Unverified | 0 |