HORS (Hash to Obtain Random Subset) is a simple few-time signature scheme with smaller signatures than BiBa.
Let $f$ be a one-way function and $H$ be a hash function that outputs a random size $k$ subset of $\{1,2,...,t\}$, where $k$ and $t$ are parameters that affect security with $k < t$.
The signing key is a random tuple $(s_1,...,s_t)$, and the public key is $(f(s_1),...,f(s_t))$. Now
to sign a message $m$, compute the set $S = H(m)$ and output $\{s_i : i \in S\}$. To verify, apply $f$ to each element of the signature and check this matches with the public key.
Each signature reveals $k$ elements of the secret key, so depending on the choice of $k$ and $t$, a few messages can be signed before security is compromised.
This was used as a building block in SPHINCS, which is a stateless hash-based signature scheme that allows unlimited messages to be signed (but is much more complex).