Consolidating Commonsense Knowledge Jun 10, 2020 Common Sense Reasoning Knowledge Graphs
— Unverified Language Models as Fact Checkers? Jun 7, 2020 Common Sense Reasoning Language Modeling
— Unverified DeBERTa: Decoding-enhanced BERT with Disentangled Attention Jun 5, 2020 Common Sense Reasoning Coreference Resolution
Code Code Available Analogical Proportions Jun 4, 2020 Common Sense Reasoning Language Acquisition
— Unverified Language Models are Few-Shot Learners May 28, 2020 answerability prediction Articles
Code Code Available Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers May 24, 2020 Common Sense Reasoning World Knowledge
Code Code Available Fractional trends and cycles in macroeconomic time series May 23, 2020 Common Sense Reasoning Time Series
— Unverified Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models May 20, 2020 Common Sense Reasoning Natural Language Inference
— Unverified Temporal Common Sense Acquisition with Minimal Supervision May 8, 2020 Common Sense Reasoning Language Modeling
— Unverified The Sensitivity of Language Models and Humans to Winograd Schema Perturbations May 4, 2020 Common Sense Reasoning Diagnostic
Code Code Available ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning May 2, 2020 Common Sense Reasoning Question Answering
Code Code Available UnifiedQA: Crossing Format Boundaries With a Single QA System May 2, 2020 Common Sense Reasoning Language Modeling
Code Code Available The ILASP system for Inductive Learning of Answer Set Programs May 2, 2020 Common Sense Reasoning Inductive Learning
— Unverified Mandarinograd: A Chinese Collection of Winograd Schemas May 1, 2020 Common Sense Reasoning Natural Language Inference
— Unverified Conversational Word Embedding for Retrieval-Based Dialog System Apr 28, 2020 Common Sense Reasoning Machine Translation
Code Code Available Generative Data Augmentation for Commonsense Reasoning Apr 24, 2020 Common Sense Reasoning Coreference Resolution
Code Code Available Dark, Beyond Deep: A Paradigm Shift to Cognitive AI with Humanlike Common Sense Apr 20, 2020 Common Sense Reasoning Small Data Image Classification
— Unverified Ecological Semantics: Programming Environments for Situated Language Understanding Mar 10, 2020 Common Sense Reasoning Grounded language learning
— Unverified 1D Probabilistic Undersampling Pattern Optimization for MR Image Reconstruction Mar 8, 2020 Common Sense Reasoning Image Reconstruction
Code Code Available Active Model Estimation in Markov Decision Processes Mar 6, 2020 Common Sense Reasoning Efficient Exploration
— Unverified Learning-based Practical Smartphone Eavesdropping with Built-in Accelerometer Feb 26, 2020 Common Sense Reasoning
— Unverified KoGuN: Accelerating Deep Reinforcement Learning via Integrating Human Suboptimal Knowledge Feb 18, 2020 Common Sense Reasoning continuous-control
— Unverified A Machine Consciousness architecture based on Deep Learning and Gaussian Processes Feb 2, 2020 Common Sense Reasoning Deep Learning
— Unverified Debate Dynamics for Human-comprehensible Fact-checking on Knowledge Graphs Jan 9, 2020 Common Sense Reasoning Fact Checking
— Unverified Using ConceptNet to Teach Common Sense to an Automated Theorem Prover Dec 30, 2019 Common Sense Reasoning Knowledge Graphs
— Unverified A Logical Model for Supporting Social Commonsense Knowledge Acquisition Dec 25, 2019 Common Sense Reasoning
— Unverified Design and Implementation of Linked Planning Domain Definition Language Dec 17, 2019 Common Sense Reasoning
— Unverified That and There: Judging the Intent of Pointing Actions with Robotic Arms Dec 13, 2019 Common Sense Reasoning
Code Code Available PIQA: Reasoning about Physical Commonsense in Natural Language Nov 26, 2019 Articles Common Sense Reasoning
Code Code Available Generating Interactive Worlds with Text Nov 20, 2019 BIG-bench Machine Learning Common Sense Reasoning
— Unverified CommonGen: A Constrained Text Generation Challenge for Generative Commonsense Reasoning Nov 9, 2019 Common Sense Reasoning Question Answering
Code Code Available Why Do Masked Neural Language Models Still Need Common Sense Knowledge? Nov 8, 2019 Common Sense Reasoning Question Answering
— Unverified How Pre-trained Word Representations Capture Commonsense Physical Comparisons Nov 1, 2019 Common Sense Reasoning
— Unverified KARNA at COIN Shared Task 1: Bidirectional Encoder Representations from Transformers with relational knowledge for machine comprehension with common sense Nov 1, 2019 Common Sense Reasoning Reading Comprehension
— Unverified Commonsense about Human Senses: Labeled Data Collection Processes Nov 1, 2019 BIG-bench Machine Learning Common Sense Reasoning
— Unverified Pingan Smart Health and SJTU at COIN - Shared Task: utilizing Pre-trained Language Models and Common-sense Knowledge in Machine Reading Tasks Nov 1, 2019 Common Sense Reasoning Machine Reading Comprehension
— Unverified Towards Generalizable Neuro-Symbolic Systems for Commonsense Question Answering Oct 30, 2019 Common Sense Reasoning Question Answering
— Unverified QASC: A Dataset for Question Answering via Sentence Composition Oct 25, 2019 Common Sense Reasoning Multi-hop Question Answering
Code Code Available Assisting human experts in the interpretation of their visual process: A case study on assessing copper surface adhesive potency Oct 24, 2019 Common Sense Reasoning
— Unverified Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer Oct 23, 2019 Answer Generation Common Sense Reasoning
Code Code Available Learning Continuous 3D Reconstructions for Geometrically Aware Grasping Oct 2, 2019 3D geometry 3D Reconstruction
— Unverified ALBERT: A Lite BERT for Self-supervised Learning of Language Representations Sep 26, 2019 Common Sense Reasoning GPU
Code Code Available Measuring Numerical Common Sense: Is A Word Embedding Approach Effective? Sep 25, 2019 Common Sense Reasoning regression
— Unverified Linguistic Embeddings as a Common-Sense Knowledge Repository: Challenges and Opportunities Sep 25, 2019 Common Sense Reasoning Machine Translation
— Unverified Why Does the VQA Model Answer No?: Improving Reasoning through Visual and Linguistic Inference Sep 25, 2019 Common Sense Reasoning Question Answering
— Unverified Conversational AI : Open Domain Question Answering and Commonsense Reasoning Sep 18, 2019 Common Sense Reasoning Open-Domain Question Answering
— Unverified Bridging Visual Perception with Contextual Semantics for Understanding Robot Manipulation Tasks Sep 16, 2019 Attribute Common Sense Reasoning
— Unverified Probabilistic framework for solving Visual Dialog Sep 11, 2019 Common Sense Reasoning Visual Dialog
— Unverified Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation Sep 10, 2019 Common Sense Reasoning Data Augmentation
— Unverified Graph-Based Reasoning over Heterogeneous External Knowledge for Commonsense Question Answering Sep 9, 2019 Common Sense Reasoning Graph Attention
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