◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

Shangmin Guo

2 papers hereh-index 2327 citations4 works total

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.LG1
same name
  • Shangmin Guo — 11 papers, h 12
  • Shangmin Guo — 2 papers
  • Shangmin Guo — 2 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

most citedDirect Language Model Alignment from Online AI Feedback

3 citations · 3 across the 1 of their papers we have counts for

collaborators

2 papers

cs.AI2024★ 3 cited

Direct Language Model Alignment from Online AI Feedback

Shangmin Guo, Biao Zhang, Tianlin Liu +9

Direct alignment from preferences (DAP) methods, such as DPO, have recently emerged as efficient alternatives to reinforcement learning from human feedback (RLHF), that do not requ…

cs.LG2024

Decoding-time Realignment of Language Models

Tianlin Liu, Shangmin Guo, Leonardo Bianco +7

Aligning language models with human preferences is crucial for reducing errors and biases in these models. Alignment techniques, such as reinforcement learning from human feedback…

◍wovepaper

Papers, researchers and institutions, woven together.

Explore
  • Search
  • Researchers
  • Institutions
Account
  • Library
  • Chat
Data
  • arXiv.org
  • Semantic Scholar
  • OpenAlex
  • Latest RSS
AboutContactPrivacyDevelopersllms.txtopenapi.json
Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.