| Dialogue Policies for Learning Board Games through Multimodal Communication | Jul 1, 2020 | Board GamesInformativeness | —Unverified | 0 |
| Active Ensemble Deep Learning for Polarimetric Synthetic Aperture Radar Image Classification | Jun 29, 2020 | Active LearningClassification | —Unverified | 0 |
| Graph Prototypical Networks for Few-shot Learning on Attributed Networks | Jun 23, 2020 | ClassificationDrug Discovery | CodeCode Available | 1 |
| Foreseeing the Benefits of Incidental Supervision | Jun 9, 2020 | InformativenessLearning Theory | CodeCode Available | 0 |
| Batch Decorrelation for Active Metric Learning | May 20, 2020 | Active LearningDiversity | CodeCode Available | 0 |
| On the Combined Use of Extrinsic Semantic Resources for Medical Information Search | May 17, 2020 | InformativenessNatural Language Queries | —Unverified | 0 |
| Response-Anticipated Memory for On-Demand Knowledge Integration in Response Generation | May 13, 2020 | InformativenessResponse Generation | —Unverified | 0 |
| Critical Values Robust to P-hacking | May 8, 2020 | Informativeness | CodeCode Available | 0 |
| A New Data Normalization Method to Improve Dialogue Generation by Minimizing Long Tail Effect | May 4, 2020 | Dialogue GenerationDiversity | —Unverified | 0 |
| Towards a Reliable and Robust Methodology for Crowd-Based Subjective Quality Assessment of Query-Based Extractive Text Summarization | May 1, 2020 | Extractive Text SummarizationInformativeness | —Unverified | 0 |
| A Controllable Model of Grounded Response Generation | May 1, 2020 | Informativenessmodel | CodeCode Available | 1 |
| Few-Shot Learning for Opinion Summarization | Apr 30, 2020 | Few-Shot LearningInformativeness | CodeCode Available | 1 |
| Stay Hungry, Stay Focused: Generating Informative and Specific Questions in Information-Seeking Conversations | Apr 30, 2020 | InformativenessQuestion Generation | CodeCode Available | 1 |
| Capturing Global Informativeness in Open Domain Keyphrase Extraction | Apr 28, 2020 | ChunkingInformativeness | CodeCode Available | 1 |
| Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response | Apr 14, 2020 | Deep LearningDisaster Response | CodeCode Available | 1 |
| CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing | Apr 14, 2020 | BenchmarkingGeneral Classification | —Unverified | 0 |
| Extending Text Informativeness Measures to Passage Interestingness Evaluation (Language Model vs. Word Embedding) | Apr 14, 2020 | Information RetrievalInformativeness | —Unverified | 0 |
| Generating Fact Checking Explanations | Apr 13, 2020 | Fact CheckingInformativeness | —Unverified | 0 |
| A Multilingual Study of Multi-Sentence Compression using Word Vertex-Labeled Graphs and Integer Linear Programming | Apr 9, 2020 | InformativenessQuestion Answering | —Unverified | 0 |
| Integrating Informativeness, Representativeness and Diversity in Pool-Based Sequential Active Learning for Regression | Mar 26, 2020 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Efficient Deep Representation Learning by Adaptive Latent Space Sampling | Mar 19, 2020 | General Classificationimage-classification | —Unverified | 0 |
| Posterior-GAN: Towards Informative and Coherent Response Generation with Posterior Generative Adversarial Network | Mar 4, 2020 | DecoderGenerative Adversarial Network | —Unverified | 0 |
| A Theory of Usable Information Under Computational Constraints | Feb 25, 2020 | InformativenessRepresentation Learning | CodeCode Available | 1 |
| Distributional Sliced-Wasserstein and Applications to Generative Modeling | Feb 18, 2020 | Informativeness | CodeCode Available | 1 |
| On the Ambiguity of Rank-Based Evaluation of Entity Alignment or Link Prediction Methods | Feb 17, 2020 | Entity AlignmentInformativeness | CodeCode Available | 0 |
| Let Me At Least Learn What You Really Like: Dealing With Noisy Humans When Learning Preferences | Feb 15, 2020 | Active LearningInformativeness | —Unverified | 0 |
| Syntactically Look-Ahead Attention Network for Sentence Compression | Feb 4, 2020 | DecoderInformativeness | CodeCode Available | 1 |
| Discrete Signal Processing with Set Functions | Jan 28, 2020 | Image SegmentationInformativeness | —Unverified | 0 |
| Suggestive Labelling for Medical Image Analysis by Adaptive Latent Space Sampling | Jan 25, 2020 | InformativenessMedical Image Analysis | —Unverified | 0 |
| Communication Efficient Federated Learning over Multiple Access Channels | Jan 23, 2020 | Federated LearningInformativeness | —Unverified | 0 |
| Audio Summarization with Audio Features and Probability Distribution Divergence | Jan 20, 2020 | Extractive SummarizationInformativeness | —Unverified | 0 |
| Unsupervised Pool-Based Active Learning for Linear Regression | Jan 14, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 0 |
| Stochastic Natural Language Generation Using Dependency Information | Jan 12, 2020 | InformativenessText Generation | —Unverified | 0 |
| Informative Sample Mining Network for Multi-Domain Image-to-Image Translation | Jan 5, 2020 | Image-to-Image TranslationInformativeness | —Unverified | 0 |
| A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection | Dec 2, 2019 | Event DetectionInformativeness | —Unverified | 0 |
| Maximum Expected Hitting Cost of a Markov Decision Process and Informativeness of Rewards | Dec 1, 2019 | Informativeness | —Unverified | 0 |
| AdaSample: Adaptive Sampling of Hard Positives for Descriptor Learning | Nov 27, 2019 | InformativenessTriplet | —Unverified | 0 |
| Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction | Nov 17, 2019 | Informativeness | CodeCode Available | 0 |
| Gated Variational AutoEncoders: Incorporating Weak Supervision to Encourage Disentanglement | Nov 15, 2019 | DisentanglementInformativeness | —Unverified | 0 |
| Entity Summarization: State of the Art and Future Challenges | Oct 18, 2019 | Combinatorial OptimizationInformation Retrieval | —Unverified | 0 |
| Tree-Structured Semantic Encoder with Knowledge Sharing for Domain Adaptation in Natural Language Generation | Oct 2, 2019 | DecoderDomain Adaptation | —Unverified | 0 |
| How to make latent factors interpretable by feeding Factorization machines with knowledge graphs | Sep 11, 2019 | InformativenessKnowledge Graphs | CodeCode Available | 0 |
| An Active Learning Approach for Reducing Annotation Cost in Skin Lesion Analysis | Sep 5, 2019 | Active LearningData Augmentation | CodeCode Available | 0 |
| The Impact of Rule-Based Text Generation on the Quality of Abstractive Summaries | Sep 1, 2019 | Abstractive Text SummarizationInformativeness | —Unverified | 0 |
| HEvAS: Headline Evaluation and Analysis System | Sep 1, 2019 | Headline GenerationInformativeness | —Unverified | 0 |
| Theory and Evaluation Metrics for Learning Disentangled Representations | Aug 26, 2019 | DisentanglementInformativeness | CodeCode Available | 0 |
| SEAL: Semi-supervised Adversarial Active Learning on Attributed Graphs | Aug 22, 2019 | Active LearningGraph Embedding | —Unverified | 0 |
| How Sequence-to-Sequence Models Perceive Language Styles? | Aug 16, 2019 | InformativenessStyle Transfer | —Unverified | 0 |
| Contrastive Reasons Detection and Clustering from Online Polarized Debate | Aug 1, 2019 | ClusteringInformativeness | —Unverified | 0 |
| Incremental Domain Adaptation for Neural Machine Translation in Low-Resource Settings | Aug 1, 2019 | Active LearningDomain Adaptation | CodeCode Available | 0 |