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Papers

SenticVec: Toward Robust and Human-Centric Neurosymbolic Sentiment Analysis ACL 2024 Soft Knowledge Prompt: Help External Knowledge Become a Better Teacher to Instruct LLM in Knowledge-based VQA ACL 2024 SPAGHETTI: Open-Domain Question Answering from Heterogeneous Data Sources with Retrieval and Semantic Parsing ACL 2024 Stable Model Semantics for Description Logic Terminologies AAAI 2024 STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases NeurIPS 2024 Symbolic Learning of Rules for Semantic Relation Types Identification in French Genitive Postnominal Prepositional Phrases COLING 2024 Synthetic Context with LLM for Entity Linking from Scientific Tables ACL 2024 TED-EL: A Corpus for Speech Entity Linking COLING 2024 Temporally Consistent Factuality Probing for Large Language Models EMNLP 2024 Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ACL 2024 The Knowledge Alignment Problem: Bridging Human and External Knowledge for Large Language Models ACL 2024 The Queen of England is not England’s Queen: On the Lack of Factual Coherency in PLMs EACL 2024 The Services of the LiLa Knowledge Base of Interoperable Linguistic Resources for Latin COLING 2024 Topics as Entity Clusters: Entity-based Topics from Large Language Models and Graph Neural Networks COLING 2024 Towards a Principle-based Framework for Assessing the Contribution of Formulas on the Conflicts of Knowledge Bases IJCAI 2024 Towards Automated Evaluation of Knowledge Encoded in Large Language Models COLING 2024 Towards Understanding Factual Knowledge of Large Language Models ICLR 2024 Translate Meanings, Not Just Words: IdiomKB’s Role in Optimizing Idiomatic Translation with Language Models AAAI 2024 Triad: A Framework Leveraging a Multi-Role LLM-based Agent to Solve Knowledge Base Question Answering EMNLP 2024 TweetTER: A Benchmark for Target Entity Retrieval on Twitter without Knowledge Bases COLING 2024 Two-tiered Encoder-based Hallucination Detection for Retrieval-Augmented Generation in the Wild EMNLP 2024 Unified Examination of Entity Linking in Absence of Candidate Sets NAACL 2024 Unsupervised Named Entity Disambiguation for Low Resource Domains EMNLP 2024 Unsupervised Pretraining for Fact Verification by Language Model Distillation ICLR 2024 VeriScore: Evaluating the factuality of verifiable claims in long-form text generation EMNLP 2024