conftrace_

knowledge verification

10 papers

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Co-occurring keywords · papers mentioning both

large language model (4) error correction (2) retrieval augmentation (2) hallucination mitigation (2) language model (2) factual knowledge (2) information retrieval (2) scientific literature (1) knowledge alignment (1) knowledge consistency (1)

Papers

Pushing the Frontiers of Scientific Fact-Checking: The SCINLP Dataset EACL 2026 Dynamic Energy-Based Contrastive Learning with Multi-Stage Knowledge Verification for Event Causality Identification EMNLP 2025 Has this Fact been Edited? Detecting Knowledge Edits in Language Models NAACL 2025 InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding EMNLP 2025 MolErr2Fix: Benchmarking LLM Trustworthiness in Chemistry via Modular Error Detection, Localization, Explanation, and Correction EMNLP 2025 Zero-knowledge LLM hallucination detection and mitigation through fine-grained cross-model consistency EMNLP 2025 DyKnow: Dynamically Verifying Time-Sensitive Factual Knowledge in LLMs EMNLP 2024 Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024 LLatrieval: LLM-Verified Retrieval for Verifiable Generation NAACL 2024 VerifiNER: Verification-augmented NER via Knowledge-grounded Reasoning with Large Language Models ACL 2024