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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