There are more words but they are from Tolkien's earlier conceptional periods. Tolkien likely changed these words as he evolved the aesthetics and completeness of the languages. You may even find languages that Tolkien later rejected. Do not mix words from different time periods unless you are familiar with the phonetic developments.

Qenya 

andamunda

noun. elephant

A noun for “elephant” in The Etymologies of the 1930s, a combination of ᴹQ. anda “long” and an adjectival form of ᴹQ. mundo “snout” (Ety/MBUD), hence literally “long snouted”.

Conceptual Development: In the Qenya Lexicon of the 1910s, Tolkien gave ᴱQ. hunto “elephant” (QL/41).

anda

adjective. long

Qenya [Ety/ÁNAD; PE18/032; PE22/011; PE22/020; PE22/021; PE22/096; PE22/125; PE23/109] Group: Eldamo. Published by

ando

adverb. long

An adverbial form of anda “long” from the phrase Q. Eldar ando kakainen loralyar Koivienenissen “the Elves were long lying asleep at Koivienéni” (VT27/7).


Below: Tolkien's Late Period (1950–1973). These are from Tolkien's late conceptual period — his most settled forms of the languages. Prefer these over the earlier ones above when composing new text.