| AS-ES Learning: Towards Efficient CoT Learning in Small Models | Mar 4, 2024 | Data AugmentationLogical Reasoning | —Unverified | 0 |
| Balancing Exploration and Exploitation in LLM using Soft RLLF for Enhanced Negation Understanding | Mar 2, 2024 | Logical ReasoningNegation | —Unverified | 0 |
| Do Large Language Models Mirror Cognitive Language Processing? | Feb 28, 2024 | ChatbotLogical Reasoning | —Unverified | 0 |
| Towards Generalist Prompting for Large Language Models by Mental Models | Feb 28, 2024 | Logical Reasoning | —Unverified | 0 |
| Enhanced User Interaction in Operating Systems through Machine Learning Language Models | Feb 24, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SIMPLOT: Enhancing Chart Question Answering by Distilling Essentials | Feb 22, 2024 | Chart Question AnsweringLanguage Modeling | CodeCode Available | 1 |
| Hint-before-Solving Prompting: Guiding LLMs to Effectively Utilize Encoded Knowledge | Feb 22, 2024 | Logical Reasoning | CodeCode Available | 0 |
| Federated Neural Graph Databases | Feb 22, 2024 | Complex Query AnsweringFederated Learning | —Unverified | 0 |
| OMGEval: An Open Multilingual Generative Evaluation Benchmark for Large Language Models | Feb 21, 2024 | General KnowledgeLogical Reasoning | CodeCode Available | 1 |
| A Neuro-Symbolic Approach to Multi-Agent RL for Interpretability and Probabilistic Decision Making | Feb 21, 2024 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Reasoning Algorithmically in Graph Neural Networks | Feb 21, 2024 | Combinatorial OptimizationEdge Classification | —Unverified | 0 |
| Science Checker Reloaded: A Bidirectional Paradigm for Transparency and Logical Reasoning | Feb 21, 2024 | HallucinationInformation Retrieval | CodeCode Available | 0 |
| Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models | Feb 20, 2024 | Instruction FollowingLogical Reasoning | —Unverified | 0 |
| Conditional Logical Message Passing Transformer for Complex Query Answering | Feb 20, 2024 | Complex Query AnsweringKnowledge Graphs | CodeCode Available | 0 |
| GTBench: Uncovering the Strategic Reasoning Limitations of LLMs via Game-Theoretic Evaluations | Feb 19, 2024 | Card GamesLogical Reasoning | CodeCode Available | 3 |
| DiLA: Enhancing LLM Tool Learning with Differential Logic Layer | Feb 19, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Do Large Language Models Understand Logic or Just Mimick Context? | Feb 19, 2024 | counterfactualIn-Context Learning | —Unverified | 0 |
| Can LLMs Reason with Rules? Logic Scaffolding for Stress-Testing and Improving LLMs | Feb 18, 2024 | Logical Reasoning | CodeCode Available | 1 |
| Puzzle Solving using Reasoning of Large Language Models: A Survey | Feb 17, 2024 | Logical ReasoningSurvey | —Unverified | 0 |
| Navigating the Dual Facets: A Comprehensive Evaluation of Sequential Memory Editing in Large Language Models | Feb 16, 2024 | In-Context LearningLanguage Modeling | —Unverified | 0 |
| Assessing the Reasoning Abilities of ChatGPT in the Context of Claim Verification | Feb 16, 2024 | Claim VerificationLogical Reasoning | —Unverified | 0 |
| Beyond LLMs: Advancing the Landscape of Complex Reasoning | Feb 12, 2024 | Logical Reasoningvalid | —Unverified | 0 |
| PIVOT: Iterative Visual Prompting Elicits Actionable Knowledge for VLMs | Feb 12, 2024 | Instruction FollowingLogical Reasoning | —Unverified | 0 |
| Beware of Words: Evaluating the Lexical Diversity of Conversational LLMs using ChatGPT as Case Study | Feb 11, 2024 | DiversityLogical Reasoning | —Unverified | 0 |
| The Quantified Boolean Bayesian Network: Theory and Experiments with a Logical Graphical Model | Feb 9, 2024 | Information RetrievalLanguage Modelling | CodeCode Available | 1 |
| Large Language User Interfaces: Voice Interactive User Interfaces powered by LLMs | Feb 7, 2024 | Logical Reasoning | —Unverified | 0 |
| Symbol Correctness in Deep Neural Networks Containing Symbolic Layers | Feb 6, 2024 | Logical ReasoningTransfer Learning | —Unverified | 0 |
| Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasoning | Feb 6, 2024 | Logical ReasoningNegation | —Unverified | 0 |
| Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models | Feb 3, 2024 | Logical ReasoningLong-Context Understanding | —Unverified | 0 |
| Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing | Feb 1, 2024 | HallucinationLogical Reasoning | —Unverified | 0 |
| Conditional and Modal Reasoning in Large Language Models | Jan 30, 2024 | Logical Reasoning | CodeCode Available | 1 |
| Revisiting Document-Level Relation Extraction with Context-Guided Link Prediction | Jan 22, 2024 | Document-level Relation ExtractionLink Prediction | CodeCode Available | 0 |
| LangBridge: Multilingual Reasoning Without Multilingual Supervision | Jan 19, 2024 | Code CompletionLogical Reasoning | CodeCode Available | 2 |
| Knowledge Fusion of Large Language Models | Jan 19, 2024 | Code GenerationCommon Sense Reasoning | CodeCode Available | 4 |
| Evaluating LLMs' Mathematical and Coding Competency through Ontology-guided Interventions | Jan 17, 2024 | Arithmetic ReasoningCode Generation | CodeCode Available | 1 |
| LogicAsker: Evaluating and Improving the Logical Reasoning Ability of Large Language Models | Jan 1, 2024 | Code GenerationIn-Context Learning | CodeCode Available | 1 |
| Dynamic In-Context Learning from Nearest Neighbors for Bundle Generation | Dec 26, 2023 | HallucinationIn-Context Learning | —Unverified | 0 |
| Detection-based Intermediate Supervision for Visual Question Answering | Dec 26, 2023 | cross-modal alignmentLogical Reasoning | —Unverified | 0 |
| TEILP: Time Prediction over Knowledge Graphs via Logical Reasoning | Dec 25, 2023 | Knowledge GraphsLogical Reasoning | CodeCode Available | 1 |
| Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation | Dec 25, 2023 | Knowledge GraphsLogical Reasoning | CodeCode Available | 1 |
| Empowering Few-Shot Recommender Systems with Large Language Models -- Enhanced Representations | Dec 21, 2023 | Logical ReasoningRecommendation Systems | CodeCode Available | 0 |
| Understanding Inter-Session Intentions via Complex Logical Reasoning | Dec 21, 2023 | AttributeComplex Query Answering | CodeCode Available | 0 |
| Assessing Logical Reasoning Capabilities of Encoder-Only Transformer Models | Dec 18, 2023 | Logical Reasoning | CodeCode Available | 0 |
| The Good, The Bad, and Why: Unveiling Emotions in Generative AI | Dec 18, 2023 | Logical Reasoning | —Unverified | 0 |
| Modeling Complex Mathematical Reasoning via Large Language Model based MathAgent | Dec 14, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Large Language Models are Complex Table Parsers | Dec 13, 2023 | Logical ReasoningQuestion Answering | —Unverified | 0 |
| Assessing SATNet's Ability to Solve the Symbol Grounding Problem | Dec 13, 2023 | Logical Reasoning | —Unverified | 0 |
| Large Language Model Enhanced Multi-Agent Systems for 6G Communications | Dec 13, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SGLang: Efficient Execution of Structured Language Model Programs | Dec 12, 2023 | Few-Shot LearningLanguage Modeling | CodeCode Available | 6 |
| Exploring the Reversal Curse and Other Deductive Logical Reasoning in BERT and GPT-Based Large Language Models | Dec 6, 2023 | DecoderKnowledge Graphs | CodeCode Available | 0 |
