Is the Elephant Flying? Resolving Ambiguities in Text-to-Image Generative Models Nov 17, 2022 Common Sense Reasoning
— Unverified CAPE: Corrective Actions from Precondition Errors using Large Language Models Nov 17, 2022 Common Sense Reasoning Language Modeling
— Unverified Galactica: A Large Language Model for Science Nov 16, 2022 Anachronisms Bias Detection
Code Code Available Eliciting Knowledge from Large Pre-Trained Models for Unsupervised Knowledge-Grounded Conversation Nov 3, 2022 Common Sense Reasoning Dialogue Generation
Code Code Available Knowledge-in-Context: Towards Knowledgeable Semi-Parametric Language Models Oct 28, 2022 Common Sense Reasoning Coreference Resolution
— Unverified GradSkip: Communication-Accelerated Local Gradient Methods with Better Computational Complexity Oct 28, 2022 Common Sense Reasoning Distributed Optimization
Code Code Available LMPriors: Pre-Trained Language Models as Task-Specific Priors Oct 22, 2022 Causal Inference Common Sense Reasoning
— Unverified Large Language Models Can Self-Improve Oct 20, 2022 Arithmetic Reasoning Common Sense Reasoning
— Unverified Commonsense Knowledge from Scene Graphs for Textual Environments Oct 19, 2022 Common Sense Reasoning text-based games
— Unverified Deep Bidirectional Language-Knowledge Graph Pretraining Oct 17, 2022 Common Sense Reasoning Knowledge Graphs
Code Code Available Behavior Cloned Transformers are Neurosymbolic Reasoners Oct 13, 2022 Common Sense Reasoning
Code Code Available Task Compass: Scaling Multi-task Pre-training with Task Prefix Oct 12, 2022 Common Sense Reasoning Data Augmentation
Code Code Available Perplexity from PLM Is Unreliable for Evaluating Text Quality Oct 12, 2022 Common Sense Reasoning
— Unverified A survey of Identification and mitigation of Machine Learning algorithmic biases in Image Analysis Oct 10, 2022 Common Sense Reasoning Fairness
— Unverified Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners Oct 6, 2022 Common Sense Reasoning Coreference Resolution
Code Code Available Large Language Models are Pretty Good Zero-Shot Video Game Bug Detectors Oct 5, 2022 Common Sense Reasoning Language Modelling
Code Code Available Robot Task Planning and Situation Handling in Open Worlds Oct 4, 2022 Common Sense Reasoning Robot Task Planning
— Unverified Modular Approach to Machine Reading Comprehension: Mixture of Task-Aware Experts Oct 4, 2022 Common Sense Reasoning Machine Reading Comprehension
— Unverified KC-ISA: An Implicit Sentiment Analysis Model Combining Knowledge Enhancement and Context Features Oct 1, 2022 Common Sense Reasoning Sentiment Analysis
Code Code Available COMMA-DEER: COmmon-sense Aware Multimodal Multitask Approach for Detection of Emotion and Emotional Reasoning in Conversations Oct 1, 2022 Common Sense Reasoning
— Unverified Do ever larger octopi still amplify reporting biases? Evidence from judgments of typical colour Sep 26, 2022 Common Sense Reasoning Physical Commonsense Reasoning
— Unverified Decentralized Vehicle Coordination: The Berkeley DeepDrive Drone Dataset and Consensus-Based Models Sep 19, 2022 Collision Avoidance Common Sense Reasoning
— Unverified ERNIE-mmLayout: Multi-grained MultiModal Transformer for Document Understanding Sep 18, 2022 Common Sense Reasoning document understanding
— Unverified Assessment of cognitive characteristics in intelligent systems and predictive ability Sep 16, 2022 Common Sense Reasoning
— Unverified The Embeddings World and Artificial General Intelligence Sep 14, 2022 Common Sense Reasoning
— Unverified Leveraging Large (Visual) Language Models for Robot 3D Scene Understanding Sep 12, 2022 Common Sense Reasoning Scene Classification
Code Code Available Elaboration-Generating Commonsense Question Answering at Scale Sep 2, 2022 Common Sense Reasoning Question Answering
Code Code Available JARVIS: A Neuro-Symbolic Commonsense Reasoning Framework for Conversational Embodied Agents Aug 28, 2022 Action Generation Common Sense Reasoning
— Unverified On Reality and the Limits of Language Data: Aligning LLMs with Human Norms Aug 25, 2022 Common Sense Reasoning
— Unverified Exploiting Sentiment and Common Sense for Zero-shot Stance Detection Aug 18, 2022 Common Sense Reasoning Stance Detection
Code Code Available Intrinsically Motivated Learning of Causal World Models Aug 9, 2022 Common Sense Reasoning reinforcement-learning
— Unverified AlexaTM 20B: Few-Shot Learning Using a Large-Scale Multilingual Seq2Seq Model Aug 2, 2022 Causal Language Modeling Common Sense Reasoning
Code Code Available TextWorldExpress: Simulating Text Games at One Million Steps Per Second Aug 1, 2022 Common Sense Reasoning text-based games
Code Code Available PASTA: A Dataset for Modeling Participant States in Narratives Jul 31, 2022 Benchmarking Common Sense Reasoning
— Unverified Neuro-Symbolic Learning: Principles and Applications in Ophthalmology Jul 31, 2022 Common Sense Reasoning Image Captioning
— Unverified WinoGAViL: Gamified Association Benchmark to Challenge Vision-and-Language Models Jul 25, 2022 Common Sense Reasoning General Knowledge
Code Code Available V-Coder: Adaptive AutoEncoder for Semantic Disclosure in Knowledge Graphs Jul 22, 2022 Common Sense Reasoning Disentanglement
— Unverified Rethinking Alignment in Video Super-Resolution Transformers Jul 18, 2022 Common Sense Reasoning Super-Resolution
Code Code Available Reasoning about Actions over Visual and Linguistic Modalities: A Survey Jul 15, 2022 Common Sense Reasoning Survey
— Unverified N-Grammer: Augmenting Transformers with latent n-grams Jul 13, 2022 Common Sense Reasoning Coreference Resolution
Code Code Available Multi-label Classification with High-rank and High-order Label Correlations Jul 9, 2022 Common Sense Reasoning Multi-Label Classification
Code Code Available Ask Me What You Need: Product Retrieval using Knowledge from GPT-3 Jul 6, 2022 Common Sense Reasoning Question Answering
— Unverified Is “My Favorite New Movie” My Favorite Movie? Probing the Understanding of Recursive Noun Phrases Jul 1, 2022 Common Sense Reasoning Natural Language Inference
— Unverified A Systematic Survey of Text Worlds as Embodied Natural Language Environments Jul 1, 2022 Common Sense Reasoning Knowledge Graphs
— Unverified PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change Jun 21, 2022 Common Sense Reasoning Diversity
Code Code Available 0/1 Deep Neural Networks via Block Coordinate Descent Jun 19, 2022 10-shot image generation
— Unverified Symbolic image detection using scene and knowledge graphs Jun 10, 2022 Common Sense Reasoning Knowledge Graphs
Code Code Available Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models Jun 9, 2022 Common Sense Reasoning Math
Code Code Available Extracting Zero-shot Common Sense from Large Language Models for Robot 3D Scene Understanding Jun 9, 2022 Common Sense Reasoning Scene Understanding
— Unverified RELATE: Generating a linguistically inspired Knowledge Graph for fine-grained emotion classification Jun 1, 2022 Common Sense Reasoning Emotion Classification
— Unverified 