LLM reasoning / chain-of-thought
parameter merging frameworks
Superseded baseline#511 of 772 most-superseded
Cited as a baseline — critiqued by newer work, not yet beaten on a benchmark here
1 papers critique it · 0 beat it on benchmarks
What papers say
Verbatim critique sentences, each from a paper that cites parameter merging frameworks as a baseline.
most existing merging frameworks typically assume a degree of orthogonality in parameter space and do not address the logical conflicts that arise when multiple teachers provide divergent reasoning paths for the same problem.
What to use instead
Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.
- Oct 15, 2025