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 PrefixQuant: Eliminating Outliers by Prefixed Tokens for Large Language Models Quantization Oct 7, 2024 Common Sense Reasoning Quantization
Code Code Available PaLM: Scaling Language Modeling with Pathways Apr 5, 2022 Auto Debugging Code Generation
Code Code Available OmniQuant: Omnidirectionally Calibrated Quantization for Large Language Models Aug 25, 2023 Common Sense Reasoning Computational Efficiency
Code Code Available Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks Jan 5, 2024 Arithmetic Reasoning Code Generation
Code Code Available Meteor: Mamba-based Traversal of Rationale for Large Language and Vision Models May 24, 2024 Common Sense Reasoning Language Modelling
Code Code Available Causal Reasoning and Large Language Models: Opening a New Frontier for Causality Apr 28, 2023 Causal Discovery Common Sense Reasoning
Code Code Available LLM-FP4: 4-Bit Floating-Point Quantized Transformers Oct 25, 2023 Common Sense Reasoning Quantization
Code Code Available 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 GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest Jul 7, 2023 Attribute Common Sense Reasoning
Code Code Available Large Language Models are Better Reasoners with Self-Verification Dec 19, 2022 Arithmetic Reasoning Common Sense Reasoning
Code Code Available A Hitchhikers Guide to Fine-Grained Face Forgery Detection Using Common Sense Reasoning Oct 1, 2024 Common Sense Reasoning DeepFake Detection
Code Code Available Large Language Models Are Not Strong Abstract Reasoners May 31, 2023 Common Sense Reasoning Memorization
Code Code Available Large Language Models Are Neurosymbolic Reasoners Jan 17, 2024 Common Sense Reasoning Math
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 Large Language Models as Evaluators for Recommendation Explanations Jun 5, 2024 Common Sense Reasoning Instruction Following
Code Code Available Language Agents Meet Causality -- Bridging LLMs and Causal World Models Oct 25, 2024 Causal Inference Common Sense Reasoning
Code Code Available KETM:A Knowledge-Enhanced Text Matching method Aug 11, 2023 Common Sense Reasoning Question Answering
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 Language Models are Unsupervised Multitask Learners Feb 14, 2019 Common Sense Reasoning Coreference Resolution
Code Code Available Layout-aware Dreamer for Embodied Referring Expression Grounding Nov 30, 2022 Common Sense Reasoning Navigate
Code Code Available ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories May 24, 2023 Common Sense Reasoning
Code Code Available Image Generation From Small Datasets via Batch Statistics Adaptation Apr 3, 2019 Common Sense Reasoning Diversity
Code Code Available Improving Visual Commonsense in Language Models via Multiple Image Generation Jun 19, 2024 Common Sense Reasoning Image Generation
Code Code Available Human Parity on CommonsenseQA: Augmenting Self-Attention with External Attention Dec 6, 2021 Common Sense Reasoning
Code Code Available AbductionRules: Training Transformers to Explain Unexpected Inputs Mar 23, 2022 Common Sense Reasoning Logical Reasoning
Code Code Available IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language Models Mar 23, 2024 Common Sense Reasoning In-Context Learning
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 Hierarchical Prompting Taxonomy: A Universal Evaluation Framework for Large Language Models Aligned with Human Cognitive Principles Jun 18, 2024 Arithmetic Reasoning Code Generation
Code Code Available HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments Jan 23, 2024 Common Sense Reasoning Decision Making
Code Code Available HeadlineCause: A Dataset of News Headlines for Detecting Causalities Aug 28, 2021 Commonsense Causal Reasoning Common Sense Reasoning
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 Guiding Pretraining in Reinforcement Learning with Large Language Models Feb 13, 2023 Common Sense Reasoning Language Modeling
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 KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning Sep 4, 2019 Common Sense Reasoning Knowledge Base Question Answering
Code Code Available Learning Long-term Visual Dynamics with Region Proposal Interaction Networks Aug 5, 2020 Common Sense Reasoning Object
Code Code Available Generating similes effortlessly like a Pro: A Style Transfer Approach for Simile Generation Sep 18, 2020 Common Sense Reasoning Sentence
Code Code Available Fusing Context Into Knowledge Graph for Commonsense Question Answering Dec 9, 2020 Common Sense Reasoning Knowledge Graphs
Code Code Available A Surprisingly Robust Trick for Winograd Schema Challenge May 15, 2019 Common Sense Reasoning Coreference Resolution
Code Code Available Fake News Detection on Social Media using Geometric Deep Learning Feb 10, 2019 Common Sense Reasoning Deep Learning
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 Expressive Scene Graph Generation Using Commonsense Knowledge Infusion for Visual Understanding and Reasoning May 31, 2022 Common Sense Reasoning Graph Generation
Code Code Available Finding Effective Security Strategies through Reinforcement Learning and Self-Play Sep 17, 2020 Common Sense Reasoning reinforcement-learning
Code Code Available Generative Data Augmentation for Commonsense Reasoning Apr 24, 2020 Common Sense Reasoning Coreference Resolution
Code Code Available Event2Mind for Russian: Understanding Emotions and Intents in Texts. Corpus and Model for Evaluation Jun 17, 2020 Common Sense Reasoning
Code Code Available LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models Oct 5, 2023 Common Sense Reasoning Multiple-choice
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 Evaluating and Analyzing Relationship Hallucinations in Large Vision-Language Models Jun 24, 2024 Common Sense Reasoning Hallucination
Code Code Available Evidence-Aware Inferential Text Generation with Vector Quantised Variational AutoEncoder Jun 15, 2020 Common Sense Reasoning Decoder
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