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Sijia Liu

17 papers hereh-index 5127 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author1
  • middle author9
  • last author6

Across the 16 of 17 papers where every author was matched, so the position is known.

fields
  • cs.LG12
  • cs.CL3
  • cs.AI1
  • cs.MA1
same name
  • Sijia Liu — 75 papers, h 40
  • Sijia Liu — 34 papers, h 29
  • Sijia Liu — 20 papers, h 16
  • Sijia Liu — 18 papers, h 14
  • Sijia Liu — 17 papers, h 10
  • Sijia Liu — 9 papers, h 3

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20232026
most citedLLM Self-Correction with DeCRIM: Decompose, Critique, and Refine for Enhanced Following of Instructions with Multiple Constraints

3 citations · 7 across the 16 of their papers we have counts for

collaborators
Showing cs.AIShow all

1 paper · 1 filter

cs.AI2025

Humanline: Online Alignment as Perceptual Loss

Sijia Liu, Niklas Muennighoff, Kawin Ethayarajh

Online alignment (e.g., GRPO) is generally more performant than offline alignment (e.g., DPO) -- but why? Drawing on prospect theory from behavioral economics, we propose a human-c…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.