| Recognizing semantic relation in sentence pairs using Tree-RNNs and Typed dependencies | Jan 13, 2022 | Natural Language InferenceRelation | —Unverified | 0 |
| Curriculum Based Reinforcement Learning of Grid Topology Controllers to Prevent Thermal Cascading | Dec 18, 2021 | reinforcement-learningReinforcement Learning (RL) | —Unverified | 0 |
| Prompt-based Zero-shot Relation Extraction with Semantic Knowledge Augmentation | Dec 8, 2021 | ClassificationQuestion Answering | CodeCode Available | 0 |
| Can Pre-trained Models Really Generate Single-Step Textual Entailment? | Nov 16, 2021 | Natural Language InferenceRTE | —Unverified | 0 |
| Dynamic Entity Memory Network for Dialogue Relational Triplet Extraction | Nov 16, 2021 | Information RetrievalRetrieval | —Unverified | 0 |
| Efficient Multi-Task Auxiliary Learning: Selecting Auxiliary Data by Feature Similarity | Nov 1, 2021 | Auxiliary LearningMRPC | CodeCode Available | 0 |
| Do We Know What We Don’t Know? Studying Unanswerable Questions beyond SQuAD 2.0 | Nov 1, 2021 | RTE | —Unverified | 0 |
| Cross-Architecture Distillation Using Bidirectional CMOW Embeddings | Sep 29, 2021 | Linguistic AcceptabilityQQP | —Unverified | 0 |
| Robust Temporal Ensembling for Learning with Noisy Labels | Sep 29, 2021 | Image ClassificationLearning with noisy labels | —Unverified | 0 |
| CT-ICP: Real-time Elastic LiDAR Odometry with Loop Closure | Sep 27, 2021 | CPULoop Closure Detection | CodeCode Available | 1 |
| SupCL-Seq: Supervised Contrastive Learning for Downstream Optimized Sequence Representations | Sep 15, 2021 | CoLAContrastive Learning | CodeCode Available | 1 |
| Finetuned Language Models Are Zero-Shot Learners | Sep 3, 2021 | ARCCommon Sense Reasoning | CodeCode Available | 3 |
| Machine learning moment closure models for the radiative transfer equation III: enforcing hyperbolicity and physical characteristic speeds | Sep 2, 2021 | RTE | —Unverified | 0 |
| RTE: A Tool for Annotating Relation Triplets from Text | Aug 18, 2021 | RelationRelation Extraction | —Unverified | 0 |
| Figurative Language in Recognizing Textual Entailment | Jun 2, 2021 | Natural Language InferenceRTE | CodeCode Available | 0 |
| Machine learning moment closure models for the radiative transfer equation II: enforcing global hyperbolicity in gradient based closures | May 30, 2021 | RTE | —Unverified | 0 |
| Design and implementation of an environment for Learning to Run a Power Network (L2RPN) | Apr 6, 2021 | Mathreinforcement-learning | CodeCode Available | 1 |
| Deep Online Correction for Monocular Visual Odometry | Mar 18, 2021 | Monocular Visual OdometryRTE | —Unverified | 0 |
| Exploring Lexical Irregularities in Hypothesis-Only Models of Natural Language Inference | Jan 19, 2021 | Natural Language InferenceNatural Language Understanding | —Unverified | 0 |
| Robust Temporal Ensembling | Jan 1, 2021 | RTE | —Unverified | 0 |
| Clustering high dimensional meteorological scenarios: results and performance index | Dec 14, 2020 | ClusteringDimensionality Reduction | —Unverified | 0 |
| A Survey on Recognizing Textual Entailment as an NLP Evaluation | Oct 6, 2020 | Natural Language InferenceRTE | —Unverified | 0 |
| Margin-Based Regularization and Selective Sampling in Deep Neural Networks | Sep 13, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models | May 20, 2020 | Common Sense ReasoningNatural Language Inference | CodeCode Available | 0 |
| Convolutional Neural Network for emotion recognition to assist psychiatrists and psychologists during the COVID-19 pandemic: experts opinion | May 15, 2020 | Computational EfficiencyEmotion Recognition | —Unverified | 0 |
| Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking | Mar 11, 2020 | Entity DisambiguationEntity Linking | CodeCode Available | 1 |
| Uncovering differential equations from data with hidden variables | Feb 6, 2020 | RTETime Series | —Unverified | 0 |
| Learning to run a power network challenge for training topology controllers | Dec 5, 2019 | ManagementReinforcement Learning | —Unverified | 0 |
| Improving Natural Language Understanding by Reverse Mapping Bytepair Encoding | Nov 1, 2019 | Natural Language UnderstandingRTE | —Unverified | 0 |
| Model Compression with Two-stage Multi-teacher Knowledge Distillation for Web Question Answering System | Oct 18, 2019 | General KnowledgeKnowledge Distillation | —Unverified | 0 |
| On the Importance of Delexicalization for Fact Verification | Sep 21, 2019 | Fact VerificationNatural Language Inference | —Unverified | 0 |
| Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference | Jul 23, 2019 | Natural Language Inferencereinforcement-learning | CodeCode Available | 0 |
| Adaptive Prior Selection for Repertoire-based Online Adaptation in Robotics | Jul 16, 2019 | Meta-LearningRTE | CodeCode Available | 0 |
| Reversing Gradients in Adversarial Domain Adaptation for Question Deduplication and Textual Entailment Tasks | Jul 1, 2019 | Domain AdaptationNatural Language Inference | —Unverified | 0 |
| Neural Network Alignment for Sentential Paraphrases | Jul 1, 2019 | RTESentence | —Unverified | 0 |
| Cloud Storage for Multi-Service Battery Operation (Extended Version) | May 17, 2019 | BlockingRTE | —Unverified | 0 |
| Questions in Dependent Type Semantics | May 1, 2019 | Natural Language InferenceRTE | —Unverified | 0 |
| Inherent Disagreements in Human Textual Inferences | Mar 1, 2019 | Natural Language InferenceRTE | —Unverified | 0 |
| Combining Axiom Injection and Knowledge Base Completion for Efficient Natural Language Inference | Nov 15, 2018 | Knowledge Base CompletionNatural Language Inference | CodeCode Available | 0 |
| Neural sentence generation from formal semantics | Nov 1, 2018 | Machine TranslationNatural Language Inference | —Unverified | 0 |
| Integrating Entity Linking and Evidence Ranking for Fact Extraction and Verification | Nov 1, 2018 | Entity LinkingNatural Language Inference | —Unverified | 0 |
| What Knowledge is Needed to Solve the RTE5 Textual Entailment Challenge? | Jun 10, 2018 | Natural Language InferenceRTE | —Unverified | 0 |
| End-Task Oriented Textual Entailment via Deep Explorations of Inter-Sentence Interactions | Apr 24, 2018 | Natural Language InferencePosition | CodeCode Available | 0 |
| Performance Impact Caused by Hidden Bias of Training Data for Recognizing Textual Entailment | Apr 22, 2018 | Natural Language InferenceRTE | —Unverified | 0 |
| Acquisition of Phrase Correspondences using Natural Deduction Proofs | Apr 20, 2018 | Natural Language InferenceRTE | CodeCode Available | 0 |
| Consistent CCG Parsing over Multiple Sentences for Improved Logical Reasoning | Apr 19, 2018 | Automated Theorem ProvingFormal Logic | —Unverified | 0 |
| Generating Contradictory, Neutral, and Entailing Sentences | Mar 7, 2018 | DiversityNatural Language Inference | —Unverified | 0 |
| Inference is Everything: Recasting Semantic Resources into a Unified Evaluation Framework | Nov 1, 2017 | General ClassificationImage Captioning | —Unverified | 0 |
| Introducing machine learning for power system operation support | Sep 27, 2017 | BIG-bench Machine LearningRTE | —Unverified | 0 |
| Recognizing Textual Entailment in Twitter Using Word Embeddings | Sep 1, 2017 | Information RetrievalMachine Translation | —Unverified | 0 |