STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answeringby Zhenyu Bi,…
From Data to Commonsense Reasoning: The Use of Large Language Models for Explainable AIby Stefanie…
A Bounding Box is Worth One Token: Interleaving Layout and Text in a Large Language…
Certainly Uncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awarenessby Khyathi Raghavi Chandu,…
Dynamic Few-Shot Learning for Knowledge Graph Question Answeringby Jacopo D'Abramo, Andrea Zugarini, Paolo TorroniFirst submitted…
Large Language Model Enhanced Knowledge Representation Learning: A Surveyby Xin Wang, Zirui Chen, Haofen Wang,…
BioKGBench: A Knowledge Graph Checking Benchmark of AI Agent for Biomedical Scienceby Xinna Lin, Siqi…
BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answeringby Zheng Chu, Jingchang Chen,…
Handling Ontology Gaps in Semantic Parsingby Andrea Bacciu, Marco Damonte, Marco Basaldella, Emilio MontiFirst submitted…
RAVEN: Multitask Retrieval Augmented Vision-Language Learningby Varun Nagaraj Rao, Siddharth Choudhary, Aditya Deshpande, Ravi Kumar…