PlaSma: Making Small Language Models Better Procedural Knowledge Models for (Counterfactual) Planning May 31, 2023 Common Sense Reasoning counterfactual
Code Code Available Large Language Models Are Not Strong Abstract Reasoners May 31, 2023 Common Sense Reasoning Memorization
Code Code Available ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories May 24, 2023 Common Sense Reasoning
Code Code Available ByteSized32: A Corpus and Challenge Task for Generating Task-Specific World Models Expressed as Text Games May 24, 2023 Code Generation Common Sense Reasoning
Code Code Available Reasoning Implicit Sentiment with Chain-of-Thought Prompting May 18, 2023 Common Sense Reasoning Sentiment Analysis
Code Code Available AR-Diffusion: Auto-Regressive Diffusion Model for Text Generation May 16, 2023 Common Sense Reasoning Denoising
Code Code Available Boosting Theory-of-Mind Performance in Large Language Models via Prompting Apr 22, 2023 Common Sense Reasoning In-Context Learning
Code Code Available Guiding Pretraining in Reinforcement Learning with Large Language Models Feb 13, 2023 Common Sense Reasoning Language Modeling
Code Code Available Exploring the Benefits of Training Expert Language Models over Instruction Tuning Feb 7, 2023 Common Sense Reasoning Coreference Resolution
Code Code Available Large Language Models are Better Reasoners with Self-Verification Dec 19, 2022 Arithmetic Reasoning Common Sense Reasoning
Code Code Available Layout-aware Dreamer for Embodied Referring Expression Grounding Nov 30, 2022 Common Sense Reasoning Navigate
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 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 Leveraging Large (Visual) Language Models for Robot 3D Scene Understanding Sep 12, 2022 Common Sense Reasoning Scene Classification
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 Rethinking Alignment in Video Super-Resolution Transformers Jul 18, 2022 Common Sense Reasoning Super-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 Expressive Scene Graph Generation Using Commonsense Knowledge Infusion for Visual Understanding and Reasoning May 31, 2022 Common Sense Reasoning Graph Generation
Code Code Available UL2: Unifying Language Learning Paradigms May 10, 2022 Arithmetic Reasoning Common Sense Reasoning
Code Code Available Learning to Detect Mobile Objects from LiDAR Scans Without Labels Mar 29, 2022 Autonomous Driving Common Sense Reasoning
Code Code Available AbductionRules: Training Transformers to Explain Unexpected Inputs Mar 23, 2022 Common Sense Reasoning Logical Reasoning
Code Code Available PACS: A Dataset for Physical Audiovisual CommonSense Reasoning Mar 21, 2022 Common Sense Reasoning Multimodal Reasoning
Code Code Available SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization Mar 20, 2022 Common Sense Reasoning Contrastive Learning
Code Code Available Resolving label uncertainty with implicit posterior models Feb 28, 2022 Common Sense Reasoning Segmentation
Code Code Available A Dataset for Interactive Vision-Language Navigation with Unknown Command Feasibility Feb 4, 2022 Common Sense Reasoning Question Answering
Code Code Available Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation Dec 22, 2021 Common Sense Reasoning Question Answering
Code Code Available Reflash Dropout in Image Super-Resolution Dec 22, 2021 Common Sense Reasoning Image Super-Resolution
Code Code Available The Web Is Your Oyster -- Knowledge-Intensive NLP against a Very Large Web Corpus Dec 18, 2021 Common Sense Reasoning Retrieval
Code Code Available Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Dec 6, 2021 Common Sense Reasoning
Code Code Available RuleBert: Teaching Soft Rules to Pre-trained Language Models Sep 24, 2021 Common Sense Reasoning
Code Code Available KELM: Knowledge Enhanced Pre-Trained Language Representations with Message Passing on Hierarchical Relational Graphs Sep 9, 2021 Common Sense Reasoning Language Modelling
Code Code Available HeadlineCause: A Dataset of News Headlines for Detecting Causalities Aug 28, 2021 Commonsense Causal Reasoning Common Sense Reasoning
Code Code Available Mention Flags (MF): Constraining Transformer-based Text Generators Aug 1, 2021 Common Sense Reasoning Decoder
Code Code Available MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving Jul 28, 2021 Common Sense Reasoning Language Modeling
Code Code Available Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning Jun 13, 2021 Common Sense Reasoning Sentence
Code Code Available DialogSum: A Real-Life Scenario Dialogue Summarization Dataset May 14, 2021 Abstractive Dialogue Summarization Common Sense Reasoning
Code Code Available Playing Codenames with Language Graphs and Word Embeddings May 12, 2021 Board Games Common Sense Reasoning
Code Code Available Why AI is Harder Than We Think Apr 26, 2021 Common Sense Reasoning Self-Driving Cars
Code Code Available Mobile App Tasks with Iterative Feedback (MoTIF): Addressing Task Feasibility in Interactive Visual Environments Apr 17, 2021 Common Sense Reasoning Question Answering
Code Code Available QA-GNN: Reasoning with Language Models and Knowledge Graphs for Question Answering Apr 13, 2021 Common Sense Reasoning Graph Representation Learning
Code Code Available Blow the Dog Whistle: A Chinese Dataset for Cant Understanding with Common Sense and World Knowledge Apr 6, 2021 Common Sense Reasoning World Knowledge
Code Code Available Reconstructing Interactive 3D Scenes by Panoptic Mapping and CAD Model Alignments Mar 30, 2021 Common Sense Reasoning
Code Code Available UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark Mar 24, 2021 Common Sense Reasoning HellaSwag
Code Code Available EventPlus: A Temporal Event Understanding Pipeline Jan 13, 2021 Common Sense Reasoning Event Extraction
Code Code Available Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection Jan 1, 2021 Common Sense Reasoning Graph Generation
Code Code Available Fusing Context Into Knowledge Graph for Commonsense Question Answering Dec 9, 2020 Common Sense Reasoning Knowledge Graphs
Code Code Available How Can We Know When Language Models Know? On the Calibration of Language Models for Question Answering Dec 2, 2020 Common Sense Reasoning Question Answering
Code Code Available ConceptBert: Concept-Aware Representation for Visual Question Answering Nov 1, 2020 Common Sense Reasoning Question Answering
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