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The query asks the model to recall the topic of an earlier conversation about Tesla; the gold answer is anchored in one specific session about Pooja’s dig site
from the top result below
https://arxiv.org/html/2608.02613v1
We evaluate five open-weight readers with Vanilla context, BM25-RAG, Oracle retrieval, Memobase, and MemSearch as memory backends
https://arxiv.org/pdf/2608.02122
‘Ø‘EµH%ñ|ýÜK€ .éy1mà.ç\€4#áD&DÊb" ㉠Kc’.I‰)QDF`�%'”’f(#±R„r’F1¡‚¤1˜H¢¸$"MàÃß)xqøö â±ü"xRx¦”0'Û,ÁèM¶Î6u”‹r)øý~f5"¹«‘ÉÃxú ®¡!-©kq{såâ«Ç¥§¡âANj·ûÇ¿Àó-l„zï»ûì~«7ã‰�U‹d‘ag0ËÛb¨?š°ïŠ�] MêéfÕñfãvîñÊmõ\(�Ò\Bÿ]—Ö†²n”„G
https://arxiv.org/html/2608.03048v1
2 Case 2: PI-Mem on the Same MV-NIAH Sample
5
https://arxiv.org/list/cs.AI/new
Through a user study, automated user simulation, quantitative evaluation, and case study, we demonstrate that ISEE significantly reduces cognitive load, improves description quality, and enhances downstream task performance
https://arxiv.org/html/2607.27099v1
org perpetual non-exclusive license
arXiv:2607
https://arxiv.org/list/math/new
Their finite iterates can develop rapidly increasing numbers of linear pieces, making them a natural test case for the expressive power of deep neural networks
https://arxiv.org/pdf/2608.02918
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https://arxiv.org/pdf/2508.07408
-Aware Sentiment Factors from LLM-Augmented Financial Tweets: A Transparent Framework for Interpretable Quant TradingYueyi WangQiyao Weihttp://creativecommons.org/licenses/by/4.0/q-fin.STcs.CLcs.LG endstream endobj 4 0 obj > endobj 5 0 obj
https://arxiv.org/pdf/2006.15704
@ÇÌP¿Þùef€îjͬŸº*ë@ygVw/wÁÝO¿ô÷»Çß}ó.ï ¿Ì²äîñù.Ïü(Lîò¨ð£¸¼{ýÐî}ü/ZÖ! ü$åÛm�1ó¸LíÇû¨@÷8Kæßê|îÚºÂWP4káÿþ�F‰÷'…óbP¨4Jñµê�´Ö8¹yûuù8/ã©êëÆq Eê—¹=�¿?ätU?TsEÏï\�t«M‡p®j{Asjk'�NË“àéA'ÛÆß›zþ šà—úÏ]#åcs”ï�M_· &€Ÿc›Y° í„+ÜB7q^
https://arxiv.org/pdf/2608.01934
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https://arxiv.org/src/2608.04003
‹ d�rj ì[ëŽÛF–Îo=EÁèqlD”uW·ƒùáq'@¼ÓH²3ÀF�¦D–$¦)’ËK«Ay�} }±ýÎ9U¼HjÛÁ$Y 0úÑÝ"‹‡ç~¾sªºßÿöÍ«/Þ½éý”'ñ'¿Ï§�ÏtÉ’¤xߺÝÿý:J©'yRf¾ÉŸ¨—꺀ÏÁþ¦Ûe®×†n>)’42÷&zÒmÜ^…‘‰õVVlu÷ óðÄ
https://arxiv.org/src/2407.17789
"áóP Ó˜nçãâάãã÷yâ¨@ùÒa·b&ųé™lðãâpÏí?Œš”¦;ú¸h¶›íZÙní›ZÚ1*±¡õ}:Xr(ÂV£±ë¨I c9…�vX^Ë\)B:îœùj,§šp³ß… °9…C²Ì6k oùé rˆ“ð©pJ:Ibo…h¸¬@yt*æ[ÖÐ…I'¶Ô”w@ä3±“ 6‹ÔÏ�x‰k¨bدu°Æf’¯ùˆ]Ù #ÓZ2såµÚ�Ãzã°¹·g7éFî×AÙËÉ4.“™¡ œ++�úYP Üš
https://arxiv.org/src/2005.13905
M¢}œZ]ziŸ¹=ï3Ó]¶/pp‡I)6H®&Ê_öŽÎôæŽNþ€Hí째Gıh® @°¥©¡€%ÐYn—)ºÈ$óµAlWéŠ*tE6ÙJÆ4GÖ0ôCˆ·®bXE€´>£L®YSÜ
https://arxiv.org/pdf/2005.14165
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