dds

noun 2 senses

a doctor's degree in dental surgery

Story Show the data
English cirujano dentista DD 神学士 中文
Qwen3 8B
DeepSeek V3
Mistral 7B

Lexical record · WordNet measured

a doctor's degree in dental surgery
2
3
0

Representation snapshot

// qwen
dimension count = 4,096
vector norm = 1.0
mean activation = 0.00023
median activation = 0.0003
std. deviation = 0.01562

// greatest deviation from median
dimension = d327
value = 0.05781
median = 0.0003
z-score = 3.6815σ
absolute deviation = 0.05752
// deepseek
dimension count = 7,168
vector norm = 1.0
mean activation = 0.00011
median activation = 9e-05
std. deviation = 0.01181

// greatest deviation from median
dimension = d4760
value = -0.12354
median = 9e-05
z-score = -10.4668σ
absolute deviation = 0.12362
// mistral
dimension count = 4,096
vector norm = 1.0
mean activation = 0.00029
median activation = n/a
std. deviation = 0.01562

// greatest deviation from median
dimension = d1387
value = 0.08898
median = n/a
z-score = 5.6957σ
absolute deviation = 0.08898

Semantic proximity · cosine similarity

TermCosineDistance
sds 0.6691 0.3309
mds 0.6679 0.3321
pds 0.6632 0.3368
dvds 0.6292 0.3708
derrick 0.6037 0.3963
dresden 0.6029 0.3971
dts 0.6015 0.3985
ards 0.5999 0.4001
TermCosineDistance
cds 0.8398 0.1602
pds 0.7888 0.2112
mds 0.7866 0.2134
dts 0.7481 0.2519
dcs 0.6956 0.3044
dms 0.6886 0.3114
dads 0.6885 0.3115
dss 0.6766 0.3234
TermCosineDistance
mds 0.6732 0.3268
sds 0.6679 0.3321
cds 0.6638 0.3362
pds 0.6573 0.3427
ding 0.6489 0.3511
dts 0.6311 0.3689
dms 0.5989 0.4011
dle 0.5805 0.4195

Similarity is distributional, not a dictionary synonym label. High similarity can occur between antonyms because they occupy similar contextual environments.

Opposition candidates

TermCosinePolarity ΔScoreRelation
WordNet lists no antonyms for this word.
TermCosinePolarity ΔScoreRelation
WordNet lists no antonyms for this word.
TermCosinePolarity ΔScoreRelation
WordNet lists no antonyms for this word.

Seeds are WordNet antonyms, ranked by embedding geometry. Opposition is never inferred from cosine distance alone: antonyms sit close, not far.

Tokenization · per model measured

ModelTokensPieces
DeepSeek V3 2 d · ds
Mistral 7B 2 d · ds
Qwen3 8B 2 d · ds

Sense inventory · WordNet measured

SynsetPOSDefinitionLemmas
doctor_of_dental_surgery.n.01 noun a doctor's degree in dental surgery Doctor of Dental Surgery
doctor_of_divinity.n.01 noun a doctor's degree in religion Doctor of Divinity, DD