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Language Modeling on BLLIP-LG (test)

14.4PPL

TXL

Updated 2mo ago

Evaluation Results

Method	Links
TXL 2024.07		14.4
Pushdown-LM 2026.05		14.6
TXL-Large 2026.05		14.7
TXL 2024.07		14.8
TXL (baseline) 2026.05		14.8
DTG 2024.07		14.9
DTG 2026.05		14.9
GiLT-DM 2026.05		14.9
GiLT-PSD 2026.05		14.9
DTG-swift 2024.07		15
GiLT-PAS 2026.05		15
DTG-eager 2024.07		15.5
GiLT-DP 2026.05		15.5
GPT2-token 2025.06		17.31
Nb-Dn-In-Nm 2025.06		18.11
TG 2024.07		18.4
TG 2026.05		18.4
Nb-Up-In-Nm 2025.06		19.36
Pushdown 2024.07		19.9
GPT2-tree 2025.06		19.97
Bi-Up-In-Nm 2025.06		19.99
Bi-Up-Ex-Nm 2025.06		20.51
Nb-Dn-Ex-Nm 2025.06		20.88
Bi-Up-In-M 2025.06		21.32
Nb-Up-In-M 2025.06		22.01
Bi-Dn-In-Nm 2025.06		22.02
Nb-Dn-In-M 2025.06		22.3
Bi-Dn-Ex-Nm 2025.06		23.62
Nb-Up-Ex-Nm 2025.06		23.85
Nb-Up-Ex-M 2025.06		24.07
Bi-Up-Ex-M 2025.06		24.15
Nb-Dn-Ex-M 2025.06		25.15
Bi-Dn-In-M 2025.06		26.5
Bi-Dn-Ex-M 2025.06		27.21
PLM 2024.07		29.8
PLM 2026.05		29.8
TG‡ 2024.02		30.3
TPT [cons.] 2024.02		45.5
TPT [bin.] 2024.02		45.6
TPT [seq.] 2024.02		47.3
TPT [rand.] 2024.02		47.4
TPT [zero] 2024.02		47.5
TPT [dep.] 2024.02		47.7
PLM-mask† 2024.02		49.1
PLM-Mask 2026.05		49.1
PLM+ 2024.02		49.3