SKILL: Structured Knowledge Infusion for Large Language Models

North American Chapter of the Association for Computational Linguistics (NAACL), 2022

17 May 2022

Papers citing "SKILL: Structured Knowledge Infusion for Large Language Models"

20 / 20 papers shown

Title
Trustworthy Reasoning: Evaluating and Enhancing Factual Accuracy in LLM Intermediate Thought Processes Rui Jiao Yue Zhang Jinku Li LRM 149 0 0 25 Jul 2025
Grounding LLM Reasoning with Knowledge Graphs Alfonso Amayuelas Joy Prakash Sain Simerjot Kaur Charese Smiley 427 2 0 18 Feb 2025
PathE: Leveraging Entity-Agnostic Paths for Parameter-Efficient Knowledge Graph Embeddings Ioannis Reklos Jacopo de Berardinis Elena Simperl Albert Meroño-Peñuela 853 0 0 31 Jan 2025
Human Centered AI for Indian Legal Text Analytics Sudipto Ghosh Devanshu Verma Balaji Ganesan Purnima Bindal Vikas Kumar Vasudha Bhatnagar 180 4 0 16 Mar 2024
Foundation Model Sherpas: Guiding Foundation Models through Knowledge and Reasoning D. Bhattacharjya Junkyu Lee Don Joven Agravante Balaji Ganesan Radu Marinescu LLMAG 136 2 0 02 Feb 2024
KnowledgeNavigator: Leveraging Large Language Models for Enhanced Reasoning over Knowledge Graph Tiezheng Guo Qingwen Yang Chen Wang Yanyi Liu Pan Li Jiawei Tang Dapeng Li Yingyou Wen RALM LRM 380 42 0 26 Dec 2023
Insights into Classifying and Mitigating LLMs' Hallucinations Alessandro Bruno P. Mazzeo Aladine Chetouani Marouane Tliba M. A. Kerkouri HILM 221 19 0 14 Nov 2023
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yuanyuan Liang Jianing Wang Hanlun Zhu Lei Wang Weining Qian Yunshi Lan LRM ReLM 236 50 0 12 Oct 2023
Neuro Symbolic Reasoning for Planning: Counterexample Guided Inductive Synthesis using Large Language Models and Satisfiability Solving Matthias Zeller Susmit Jha Patrick Lincoln Jens Behley Alvaro Velasquez Rickard Ewetz C. Stachniss LRM 167 9 0 28 Sep 2023
Halo: Estimation and Reduction of Hallucinations in Open-Source Weak Large Language Models Mohamed S. Elaraby Mengyin Lu Jacob Dunn Xueying Zhang Yu Wang Shizhu Liu Pingchuan Tian Yuping Wang Yuxuan Wang HILM 269 41 0 22 Aug 2023
KITLM: Domain-Specific Knowledge InTegration into Language Models for Question AnsweringICON (ICON), 2023 Ankush Agarwal Sakharam Gawade A. Azad P. Bhattacharyya KELM 99 8 0 07 Aug 2023
Fine-tuning Large Enterprise Language Models via Ontological Reasoning Teodoro Baldazzi Luigi Bellomarini S. Ceri Andrea Colombo Andrea Gentili Emanuel Sallinger 130 34 0 19 Jun 2023
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random WalksAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Kanishka Misra Cicero Nogueira dos Santos Siamak Shakeri KELM LRM 141 2 0 06 Jun 2023
Graph Reasoning for Question Answering with Triplet RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Shiyang Li Yifan Gao Hao Jiang Qingyu Yin Zheng Li Xifeng Yan Chao Zhang Bing Yin RALM ReLM 258 53 0 30 May 2023
StructGPT: A General Framework for Large Language Model to Reason over Structured DataConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jinhao Jiang Kun Zhou Zican Dong Keming Ye Wayne Xin Zhao Ji-Rong Wen LRM LMTD RALM 339 420 0 16 May 2023
cTBLS: Augmenting Large Language Models with Conversational Tables Anirudh S. Sundar Larry Heck LMTD 241 10 0 21 Mar 2023
LabelPrompt: Effective Prompt-based Learning for Relation ClassificationAsian Conference on Machine Learning (ACML), 2023 Weinan Zhang Xiaoning Song Zhenhua Feng Tianyang Xu Xiaojun Wu VLM 189 5 0 16 Feb 2023
Disentangling Reasoning Capabilities from Language Models with Compositional Reasoning TransformersAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Wanjun Zhong Tingting Ma Jiahai Wang Jian Yin Tiejun Zhao Chin-Yew Lin Nan Duan LRM CoGe 150 4 0 20 Oct 2022
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Shangbin Feng Zhaoxuan Tan Wenqian Zhang Zhenyu Lei Yulia Tsvetkov KELM VLM 245 12 0 08 Oct 2022
Similar Cases Recommendation using Legal Knowledge Graphs Jaspreet Singh Dhani Ruchika Bhatt Balaji Ganesan Parikshet Sirohi Vasudha Bhatnagar ELM AILaw 158 24 0 10 Jul 2021