conftrace_

inconsistency detection

10 papers

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Co-occurring keywords · papers mentioning both

large language model (3) factual consistency (3) natural language explanation (2) text summarization (2) multimodal learning (2) code-comment inconsistency (1) consistency detection (1) consistency identification (1) factual inconsistency (1) factual error (1)

Papers

Multimodal Inconsistency Reasoning (MMIR): A New Benchmark for Multimodal Reasoning Models ACL 2025 DocChecker: Bootstrapping Code Large Language Model for Detecting and Resolving Code-Comment Inconsistencies EACL 2024 German Also Hallucinates! Inconsistency Detection in News Summaries with the Absinth Dataset COLING 2024 Reassess Summary Factual Inconsistency Detection with Large Language Model ACL 2024 SummaCoz: A Dataset for Improving the Interpretability of Factual Consistency Detection for Summarization EMNLP 2024 Interpretable Automatic Fine-grained Inconsistency Detection in Text Summarization ACL 2023 KNOW How to Make Up Your Mind! Adversarially Detecting and Alleviating Inconsistencies in Natural Language Explanations ACL 2023 LM vs LM: Detecting Factual Errors via Cross Examination EMNLP 2023 Don’t be Contradicted with Anything! CI-ToD: Towards Benchmarking Consistency for Task-oriented Dialogue System EMNLP 2021 Inconsistency Matters: A Knowledge-guided Dual-inconsistency Network for Multi-modal Rumor Detection EMNLP 2021