conftrace_

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804 papers

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question answering (2963) entity linking (350) knowledge graph (1837) large language model (13587) named entity recognition (2813) relation extraction (919) retrieval-augmented generation (1592) neural network (6616) information extraction (1090) semantic parsing (960)

Papers

Automating Intervention Discovery from Scientific Literature: A Progressive Ontology Prompting and Dual-LLM Framework IJCAI 2025
BioGraphia: A LLM-Assisted Biological Pathway Graph Annotation Platform EMNLP 2025
RAED: Retrieval-Augmented Entity Description Generation for Emerging Entity Linking and Disambiguation EMNLP 2025
Matching and Linking Entries in Historical Swedish Encyclopedias NAACL 2025
REVerSum: A Multi-staged Retrieval-Augmented Generation Method to Enhance Wikipedia Tail Biographies through Personal Narratives COLING 2025
Discrepancy Detection at the Data Level: Toward Consistent Multilingual Question Answering EMNLP 2025
Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework NAACL 2025
Agnus LLM: Robust and Flexible Entity Disambiguation with decoder-only Language Models AACL 2025
Last Minute at SemEval-2025 Task 5: RAG System for Subject Tagging SEMEVAL 2025
OntologyRAG-Q: Resource Development and Benchmarking for Retrieval-Augmented Question Answering in Qur’anic Tafsir EMNLP 2025
Graph-Linguistic Fusion: Using Language Models for Wikidata Vandalism Detection ACL 2025
JUREX-4E: Juridical Expert-Annotated Four-Element Knowledge Base for Legal Reasoning EMNLP 2025
VCD: A Dataset for Visual Commonsense Discovery in Images ACL 2025
CritiQ: Mining Data Quality Criteria from Human Preferences ACL 2025
Answering Conjunctive Queries with Safe Negation and Inequalities over RDFS Knowledge Bases AAAI 2025
Spectra of Cardinality Queries over Description Logic Knowledge Bases AAAI 2025
Generating Tables from the Parametric Knowledge of Language Models NAACL 2025
Learning from Negative Samples in Biomedical Generative Entity Linking ACL 2025
Boosting LLM’s Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning ACL 2025
Temporal Conjunctive Query Answering via Rewriting AAAI 2025
Wikipedia is Not a Dictionary, Delete! Text Classification as a Proxy for Analysing Wiki Deletion Discussions NAACL 2025
Unanswerability Evaluation for Retrieval Augmented Generation ACL 2025
Evaluating Design Decisions for Dual Encoder-based Entity Disambiguation ACL 2025
Artificial Relationships in Fiction: A Dataset for Advancing NLP in Literary Domains NAACL 2025
HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation ACL 2025