notesum.ai

Published at December 3

cs.CL

cs.CR

Released Date: December 3, 2024

Authors: Xi Cao¹, Quzong Gesang, Yuan Sun, Nuo Qun, Tashi Nyima

Aff.: ¹Institute of National Security, Minzu University of China, Beijing, China

Metric	Method	TNCC-title				TU_SA
Metric	Method	Tibetan-BERT	CINO-small	CINO-base	CINO-large	Tibetan-BERT	CINO-small	CINO-base	CINO-large
ADV $\uparrow$	TSAttacker	0.3420	0.3592	0.3646	0.3430	0.1570	0.2260	0.2240	0.2660
	TSTricker-s	0.5124	0.5685	0.5414	0.5426	0.3080	0.4300	0.4730	0.5060
	TSTricker-w	0.5124	0.5588	0.5566	0.5286	0.2870	0.4050	0.4200	0.5100
	TSCheater-s	0.4714	0.5717	0.5620	0.5329	0.2810	0.3790	0.4390	0.4280
	TSCheater-w	0.5027	0.5696	0.5696	0.5405	0.2810	0.3770	0.4540	0.4260
LD $\downarrow$	TSAttacker	5.2000	5.6210	5.0638	5.3386	7.7298	7.4533	8.0769	7.3369
	TSTricker-s	4.0671	5.8856	5.3402	5.6865	5.4887	6.2495	9.2057	6.8813
	TSTricker-w	10.2492	13.0297	12.9511	12.3374	16.9542	14.2365	16.5066	16.7699
	TSCheater-s	1.6941	2.5775	2.5713	2.8846	2.1219	3.5827	4.7923	3.5393
	TSCheater-w	3.1771	3.9363	4.0066	4.0531	7.4147	9.0522	10.0106	8.9047
CS $\uparrow$	TSAttacker	0.9653	0.9644	0.9678	0.9666	0.9844	0.9862	0.9841	0.9845
	TSTricker-s	0.9602	0.9543	0.9603	0.9578	0.9750	0.9793	0.9739	0.9778
	TSTricker-w	0.8865	0.8870	0.8895	0.8925	0.9315	0.9384	0.9316	0.9371
	TSCheater-s	0.9547	0.9734	0.9737	0.9708	0.9785	0.9903	0.9865	0.9908
	TSCheater-w	0.9447	0.9433	0.9433	0.9547	0.9417	0.9507	0.9501	0.9526
VS $\uparrow$	TSAttacker	0.5474	0.5633	0.5642	0.5783	0.5627	0.5848	0.5856	0.5943
	TSTricker-s	0.5669	0.5720	0.5684	0.5748	0.5765	0.6203	0.5769	0.6583
	TSTricker-w	0.3990	0.4280	0.4246	0.4401	0.3943	0.4032	0.3941	0.4097
	TSCheater-s	0.7145	0.8152	0.7967	0.8113	0.7262	0.8177	0.7758	0.8370
	TSCheater-w	0.5540	0.6234	0.6110	0.6298	0.4679	0.4880	0.4892	0.4792