Knowledge & Reasoning

BAIT: Benchmarking (Embedding) Architectures for Interactive Theorem-Proving AAAI 2024 Beaver: Practical Partial Snapshots for Distributed Cloud Services OSDI 2024 Belief-State Query Policies for User-Aligned POMDPs NeurIPS 2024 Benchmarking Observational Studies with Experimental Data under Right-Censoring AISTATS 2024 Beyond Clinical Trials: Using Real World Evidence to Investigate Heterogeneous, Time-Varying Treatment Effects MLHC 2024 Beyond Entities: A Large-Scale Multi-Modal Knowledge Graph with Triplet Fact Grounding AAAI 2024 Beyond Model Performance: Can Link Prediction Enrich French Lexical Graphs? COLING 2024 Beyond Recognising Entailment: Formalising Natural Language Inference from an Argumentative Perspective ACL 2024 Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining ACL 2024 Bilateral Gradual Semantics for Weighted Argumentation AAAI 2024 Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps NeurIPS 2024 Biomedical Knowledge Graph Embedding with Householder Projection (Student Abstract) AAAI 2024 Bivariate Causal Discovery using Bayesian Model Selection ICML 2024 Block-Diagonal Orthogonal Relation and Matrix Entity for Knowledge Graph Embedding EMNLP 2024 BOK-VQA: Bilingual outside Knowledge-Based Visual Question Answering via Graph Representation Pretraining AAAI 2024 Bounding causal effects with leaky instruments UAI 2024 Bridging Computational Lexicography and Corpus Linguistics: A Query Extension for OntoLex-FrAC COLING 2024 Bringing Motion Taxonomies to Continuous Domains via GPLVM on Hyperbolic manifolds ICML 2024 Building Minimal and Reusable Causal State Abstractions for Reinforcement Learning AAAI 2024 Bypassing the ASP Bottleneck: Hybrid Grounding by Splitting and Rewriting IJCAI 2024 Call Me When Necessary: LLMs can Efficiently and Faithfully Reason over Structured Environments ACL 2024 CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning ACL 2024 Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey NAACL 2024 Can Large Language Models Understand DL-Lite Ontologies? An Empirical Study EMNLP 2024 Capturing Knowledge Graphs and Rules with Octagon Embeddings IJCAI 2024