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 5 PaLM: Scaling Language Modeling with Pathways Apr 5, 2022 Auto Debugging Code Generation
Code Code Available 5 PointLLM: Empowering Large Language Models to Understand Point Clouds Aug 31, 2023 3D Object Captioning 3D Object Classification
Code Code Available 5 DiLu: A Knowledge-Driven Approach to Autonomous Driving with Large Language Models Sep 28, 2023 10-shot image generation 1 Image, 2*2 Stitchi
Code Code Available 5 RegMix: Data Mixture as Regression for Language Model Pre-training Jul 1, 2024 Common Sense Reasoning Language Modeling
Code Code Available 5 Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models May 24, 2024 Common Sense Reasoning Language Modelling
Code Code Available 5 LLM-grounded Diffusion: Enhancing Prompt Understanding of Text-to-Image Diffusion Models with Large Language Models May 23, 2023 Common Sense Reasoning Image Generation
Code Code Available 5 LLM-FP4: 4-Bit Floating-Point Quantized Transformers Oct 25, 2023 Common Sense Reasoning Quantization
Code Code Available 5 OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models Aug 25, 2023 Common Sense Reasoning Computational Efficiency
Code Code Available 5 Scaling Language Models: Methods, Analysis & Insights from Training Gopher Dec 8, 2021 Abstract Algebra Anachronisms
Code Code Available 5 A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning Oct 1, 2024 Common Sense Reasoning DeepFake Detection
Code Code Available 5 Large Language Models are Pretty Good Zero-Shot Video Game Bug Detectors Oct 5, 2022 Common Sense Reasoning Language Modelling
Code Code Available 5 Large Language Models Are Not Strong Abstract Reasoners May 31, 2023 Common Sense Reasoning Memorization
Code Code Available 5 Large Language Models are Better Reasoners with Self-Verification Dec 19, 2022 Arithmetic Reasoning Common Sense Reasoning
Code Code Available 5 Large Language Models as Evaluators for Recommendation Explanations Jun 5, 2024 Common Sense Reasoning Instruction Following
Code Code Available 5 Language Models are Unsupervised Multitask Learners Feb 14, 2019 Common Sense Reasoning Coreference Resolution
Code Code Available 5 DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation Jun 9, 2024 Common Sense Reasoning Denoising
Code Code Available 5 Do Multilingual Language Models Think Better in English? Aug 2, 2023 Common Sense Reasoning Cross-Lingual Natural Language Inference
Code Code Available 5 Language Agents Meet Causality -- Bridging LLMs and Causal World Models Oct 25, 2024 Causal Inference Common Sense Reasoning
Code Code Available 5 Large Language Models Are Neurosymbolic Reasoners Jan 17, 2024 Common Sense Reasoning Math
Code Code Available 5 Layout-aware Dreamer for Embodied Referring Expression Grounding Nov 30, 2022 Common Sense Reasoning Navigate
Code Code Available 5 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 5 KETM:A Knowledge-Enhanced Text Matching method Aug 11, 2023 Common Sense Reasoning Question Answering
Code Code Available 5 DialogSum: A Real-Life Scenario Dialogue Summarization Dataset May 14, 2021 Abstractive Dialogue Summarization Common Sense Reasoning
Code Code Available 5 AbductionRules: Training Transformers to Explain Unexpected Inputs Mar 23, 2022 Common Sense Reasoning Logical Reasoning
Code Code Available 5 KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Sep 4, 2019 Common Sense Reasoning Knowledge Base Question Answering
Code Code Available 5 ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories May 24, 2023 Common Sense Reasoning
Code Code Available 5 Image Generation From Small Datasets via Batch Statistics Adaptation Apr 3, 2019 Common Sense Reasoning Diversity
Code Code Available 5 Improving Visual Commonsense in Language Models via Multiple Image Generation Jun 19, 2024 Common Sense Reasoning Image Generation
Code Code Available 5 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 5 Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Dec 6, 2021 Common Sense Reasoning
Code Code Available 5 IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models Mar 23, 2024 Common Sense Reasoning In-Context Learning
Code Code Available 5 A Dataset for Interactive Vision-Language Navigation with Unknown Command Feasibility Feb 4, 2022 Common Sense Reasoning Question Answering
Code Code Available 5 Learning Long-term Visual Dynamics with Region Proposal Interaction Networks Aug 5, 2020 Common Sense Reasoning Object
Code Code Available 5 Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners Oct 6, 2022 Common Sense Reasoning Coreference Resolution
Code Code Available 5 Conversational Word Embedding for Retrieval-Based Dialog System Apr 28, 2020 Common Sense Reasoning Machine Translation
Code Code Available 5 Guiding Pretraining in Reinforcement Learning with Large Language Models Feb 13, 2023 Common Sense Reasoning Language Modeling
Code Code Available 5 A Surprisingly Robust Trick for Winograd Schema Challenge May 15, 2019 Common Sense Reasoning Coreference Resolution
Code Code Available 5 CommonsenseQA: A Question Answering Challenge Targeting Commonsense Knowledge Nov 2, 2018 Common Sense Reasoning Multiple-choice
Code Code Available 5 ConceptBert: Concept-Aware Representation for Visual Question Answering Nov 1, 2020 Common Sense Reasoning Question Answering
Code Code Available 5 Global-Local Tree Search in VLMs for 3D Indoor Scene Generation Mar 24, 2025 Common Sense Reasoning Object
Code Code Available 5 HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments Jan 23, 2024 Common Sense Reasoning Decision Making
Code Code Available 5 Common Sense Beyond English: Evaluating and Improving Multilingual Language Models for Commonsense Reasoning Jun 13, 2021 Common Sense Reasoning Sentence
Code Code Available 5 Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection Jan 1, 2021 Common Sense Reasoning Graph Generation
Code Code Available 5 Common Sense Enhanced Knowledge-based Recommendation with Large Language Model Mar 27, 2024 Common Sense Reasoning Knowledge Graphs
Code Code Available 5 Fusing Context Into Knowledge Graph for Commonsense Question Answering Dec 9, 2020 Common Sense Reasoning Knowledge Graphs
Code Code Available 5 Generative Data Augmentation for Commonsense Reasoning Apr 24, 2020 Common Sense Reasoning Coreference Resolution
Code Code Available 5 Common Sense or World Knowledge? Investigating Adapter-Based Knowledge Injection into Pretrained Transformers May 24, 2020 Common Sense Reasoning World Knowledge
Code Code Available 5 Does It Make Sense? And Why? A Pilot Study for Sense Making and Explanation Jun 2, 2019 Common Sense Reasoning Language Modeling
Code Code Available 5 Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation Dec 22, 2021 Common Sense Reasoning Question Answering
Code Code Available 5 