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30 result(s) for “okapi bm25 site hotchips pp site github com site test org de site race builder tls site:arxiv.org” of 37 matched · 924 ms
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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
Yet, existing memory benchmarks often under-test the combination of activity-dense interaction, ego-centric perspective, and coherent multi-session worlds
https://arxiv.org/html/2407.16741v3
com/All-Hands-AI/OpenHands
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https://arxiv.org/list/cs.AI/new
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https://arxiv.org/html/2608.03048v1
com/JetAstra/PI-Mem
Introduction
The ability to reason over long contexts is increasingly important for large language models (LLMs), supporting applications such as long-document question answering (Gemini Team 2025; Yang et al
https://arxiv.org/html/2501.13956v1
com
Abstract
We introduce Zep, a novel memory layer service for AI agents that outperforms the current state-of-the-art system, MemGPT, in the Deep Memory Retrieval (DMR) benchmark
https://arxiv.org/list/cs.CL/new
Yet, existing memory benchmarks often under-test the combination of activity-dense interaction, ego-centric perspective, and coherent multi-session worlds
https://arxiv.org/pdf/2407.00225
5 %¿÷¢þ 1 0 obj > endobj 2 0 obj > endobj 3 0 obj > stream Large-scale, Independent and Comprehensive study of the power of LLMs for test case generationWendkûuni C
https://arxiv.org/pdf/2407.02510
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https://arxiv.org/pdf/2407.02402
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https://arxiv.org/src/2006.02230
�…�¸2ø+45(ó…@‘;KQ&5HS+†ÛDD~Œˆ:Q7X0ˆ¶š]Û""n@ÀÄh¡½|P²_a&%�µBqr^ ÝŠ™'‘|ŒÔ±ÕV}¡·W4 «¬n¼Go§>h(F¢Æ?)üSxC䯗z¨ÏÕø^š‹�¦·GÒ÷¢±¯ð_¸A –ï+|éæÜCã€ÞÞHÏurXþ…Â$=ÒœnýR� ßµóþ-TS⢿Òú›Z^a§ ½} ˜/‘†æ_SãßS“™`–]2þŸf|ßm»0U¬„ñi¡¿øè¥@¥žSã7ð5öЈ4
https://arxiv.org/src/2608.03883
�5ø-çj¾úAa4û 1:jÅ~ЄÇ5QÃÍF§S:Tõ:; &h89c�3Óö@EEŒ¢ ê¨ÚdeÑÞE)ŠvQÔ{|û¢ fuÔîÄÉïoþÈIØc™�׺áŠ~̆ŒgІӫ²¯Øe3�êšIV©k+«¬Ã'RHU’ÌIš�5…G
https://arxiv.org/pdf/2608.04008
Ù6¨¦ãþ ¬>Ÿ–£þÇÈŒ6=RBmL”õ·LXƇÄM¤_ ³|¼èÉöVõN‡eÑï]Vƒñ¨Ð[ÁRóªÒ{‚ñ5X68$T§å÷ž…`=�ªŒì™"ÿ03[‚Rô/u‰ Cƒ*ÌJ¬³sI)u–8ƒW“qÿMI|�WGÏ0hù©Z5+ÆÞ§l*¢ pƒair 3÷zÝ } ÃBx×�ŠJ ê±ß£²ºóÛ¡jÞy Ń£‹ŠE"eSPL0¯Š }O;ï®�¾kã;ï_žþEØëø¢æ»³6ó"®)´º†sºr„›\#÷¢êU¥xtôƒ÷’Q‚ é í÷2~'åw�grã‰xô¢W]ÇÕpp*þc …¾ÿ)>VÕåô‡NçbQWŒ'ç�óZŸ]
https://arxiv.org/pdf/2608.03118
ZØz|ÐPG«-Tû*¾öÄö1ÇÆP¡8YîvkÚ©-'NÄŸéá`ÀPMÝŽ$&‡] L—'|*¡ûÍ�¥p7k7m¢E™7·€nÙîrøy09U=–PP#ü'#Þ„v2Zú$íþt;Ʀël�r5÷ð‡ð”
https://arxiv.org/src/2006.00508
é6¸»úÿ�þtì„[ðÞ°ïØ9{Êž±çì{öWö‚ýûwö’½b¯Ùì û{ËÞ±ö#û;û‰ýÌþÁþƒèX/ÅIÇf3æ0—q6g¶dû�]3Ÿ,d‚Eì=‹YÂR–±vËVlÍ>H:OAib©vĆlÄŽÙ˜�°SvƱÇîÙ ;�Ƹ!ð§"Á¬÷™H� ö)5þÕN–ÖçaÌxü…Åzjáû§Ô8ŸÑŸ74¦ºñýy€†ô jü“Ä ëHxö�:_òyŠfå!�~N�oi2éVö…Âoˆ½äZ
https://arxiv.org/pdf/2608.03411
”ý6appÂl‘Мe~Ž-yè�2GiìÂ�‘‡&pf3ÒK·¤—jGÒKeòÁ ,õ"&:w|Ò¶öÝP"´rf�r\úÂxÝqF¢Ë=/Ü–ºƒÛn¦Èâ™îÆ*>Ó]zJX-éw_îö0}óó0°(B²5àû×±&›ì2 �
https://arxiv.org/pdf/2006.01402
µýæ—_8 b½±/¬¬¬UYyWÑ»y¾ñn¾ù̳ò/ï?ûüë4½Ùo÷I�ܼº‰vF7in½ýÍûâæa“µîö>ŠÒMÝôÊã)Ë{WlY}°]~pÅP¹ÕdSvD?fù‡[ßÛ¸Âê/,3OMëò¬ëËúùö×÷ÿ%»÷ýí>Nøù¼9žšÚÕøö.Þt Ë^ËhsÈÚÚu‘Y}ëÇ›VžZçåŠÍ+·*ˆ¬5ÔÁÚ°ÖûÅ2b.ã¹m†Z6ìüMá{@ž|ÐPÜ ;�Yæ>¢µi?
https://arxiv.org/src/2005.14165
‡”´¶³Šƒ 0©™é®ª®®úêG³‹eåZêøëOþN×!®Nä\»ÿË磻ïÝ=9¼÷ÉáÑñÑÑñ'æäïEÐðêbkc>iBhî¹·Ýÿ'½ŠÁúÏ»XØfܺ×7:øþý{×ÿý“w±þ÷ïŸâã1ÖÿÞÝÓOÌá�RqÍõ/¾þ§7óõ›©Ÿu�»¸uZ¸ºu�¯g§uðu‰o§ÓIxýæÓ[§KÛðÓáø³“ÓÊ×nåËv~�;oNÏãÒ·N܃L!«:´.úŸœ9mÛ7§E¨Bó ¶¾xBc~[Ï*
https://arxiv.org/pdf/2608.02666
'±üd$ ëÿìWõUóÒäˆ)‚]ŠÍîêêºWu“ÿˆ¾‰þÝ}ñ£‹~ø1JõïÇД&YÁ{þS¥.i³è‡¿E¿xŽŽi’¦y=ÿUµöÂ%¯]REY»yþ[t÷üœE.zþKô]ÿäê::º(Þòò�—.Yïy9Œ_bÞ¾\_odäGvºaë-KF�üŽ�){:^>^oÊu¦ _^GmýÏŸ£o£¿oÞ¤SÐ9èTQ©NáR»2)Û¢Œ\[™NUçtÊE¤:µód¾€Šý¼MÕ&UYb½-Ä@uÙæ�%
https://arxiv.org/pdf/2608.02935
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https://arxiv.org/pdf/2006.04122
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https://arxiv.org/src/2006.02085
rúž�Ù¥•¸Ó]+Z¸W�—ǧ'¡-tfž•ˆÀ�||þâå Þ»ízŽmE{¸�:oŸ=W–ãÄélæ.Ø öîÝ×äþ— o;’›0°?–SÆ‘ñbŠ EP˜ðÚ yoäjz0H´'ÞæÒOŒJœû²�û»ˆDÈv]¶+Øià@È „óÝú©—¸¡·ü¢ÓùWO¦Ã�eûV”ìÙ^üû�±1þ†ÃýAÿ‡Šÿ£ÑÁÿÇÿÆgg§³³ÃNçnÌàîØÏ…O|ÕÃÞˆæ¥Ã®ÝdÎ’¹`Ž´ã$rC–
https://arxiv.org/list/cs.IR/new
In a live A/B test on Shopee Homepage Search, it increases GMV per user by 1
https://arxiv.org/html/2508.20108v2
However, existing methods often fail to handle distribution shifts effectively, focusing on scaling or representation adaptation without fully addressing distributional discrepancies and shape misalignments between training and test data
https://arxiv.org/abs/2608.03883
Our systems combine sparse BM25 retrieval, evidence-aware rescoring for self-referential symptom reports, embedding-based reranking, query-prototype expansion, and LLM-based reranking
https://arxiv.org/abs/2104.08663
Our results show BM25 is a robust baseline and re-ranking and late-interaction-based models on average achieve the best zero-shot performances, however, at high computational costs
https://arxiv.org/abs/2608.03860
The pipeline combines sentence-window chunking, BM25, BGE-M3 dense retrieval, reciprocal rank fusion, optional cross-encoder reranking, and grounded answer generation
https://arxiv.org/list/cs.IR/recent
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Information Retrieval
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Wed, 5 Aug 2026
https://arxiv.org/pdf/2006.00441
€Åò÷m*‹ƒhòé:Ÿô�ÿÏyg)©¢ÀDé’yŒFû5òž”ÆÛŠÎO*wç Æ—Ë©sŠšöÝQœ %�[úµÂR}†´ŒþæÒ2ýÌ7ÏÞxòÅdeô²2¦äÓ9‹»L ºÇYp ë3#Qɳ¬š^�Å�Ê’TèB¼ï¦Wçq¨·Säyö¦;¾öã«“GVí¦&ý2ÜöåÎ^-ÿ\Ì8M%ÒÚ…ÈÁxÉŦj,«}KV0Ðe áÓôÀÙè©hñ�wžOx»À¿ðu¢l£‡&ëÑ\çJŽ
https://arxiv.org/pdf/2608.02942
¼ÌÓ+eÿ�,¿L}˜Ã‹ºÿuÌh{¼žÏÇ€HJ'›�êÃ>N�¼>ïNA-ËáÍÿôz*¥kÃy»±—ó®Ónx ÉZë�Z{¿IÂÐÿï3“qËóþæÝF¯öñ_ª³z“¬ šMJÓ �£Pp
https://arxiv.org/pdf/2310.19147
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