conftrace_

novelty assessment

6 papers

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Co-occurring keywords · papers mentioning both

large language model (4) scientific literature (2) peer review (2) scientific discovery (2) retrieval-augmented generation (2) novelty detection (2) text classification (2) critical thinking (1) scientific analysis (1) debate tree (1)

Papers

Beyond Noise: Characterizing Creative Potential in Unverifiable LLM Hallucinations ACL 2026 Beyond "Not Novel Enough": Enriching Scholarly Critique with LLM-Assisted Feedback EACL 2026 Evaluating and Enhancing Large Language Models for Novelty Assessment in Scholarly Publications NAACL 2025 GraphMind: Interactive Novelty Assessment System for Accelerating Scientific Discovery EMNLP 2025 Mind the Blind Spots: A Focus-Level Evaluation Framework for LLM Reviews EMNLP 2025 Tree-of-Debate: Multi-Persona Debate Trees Elicit Critical Thinking for Scientific Comparative Analysis ACL 2025