Citing Less Critically: LLMs Reshape the Rhetoric and Reach of Scientific Citation
cs.DL, cs.CL, cs.CY, cs.SI
Submitted: 2026-09-01
Updated: 2026-09-01
Comments: Accepted at the EMNLP 2026 main conference
Code: https://github.com/liu-yi-xuan/llm_citation_intent
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- The origin, consequence, and visibility of criticism in science
- LiveBrowseComp: Are Search Agents Searching, or Just Verifying What They Already Know?
- AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery
- Who Gets Cited? Gender- and Majority-Bias in LLM-Driven Reference Selection
- Hallucinations in Bibliographic Recommendation: Citation Frequency as a Proxy for Training Data Redundancy
- Towards Understanding Sycophancy in Language Models
- Who Gets Recommended? Investigating Gender, Race, and Country Disparities in Paper Recommendations from Large Language Models
- LLM hallucinations in the wild: Large-scale evidence from non-existent citations
- Superpose Task-specific Features for Model Merging
- AttnComp: Attention-Guided Adaptive Context Compression for Retrieval-Augmented Generation
- QAVA: Query-Agnostic Visual Attack to Large Vision-Language Models