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acl workshop on fact extraction and verification fever with a recorded talk here jun 2020 cvpr tutorial on neuro symbolic visual reasoning and program synthesis with a recorded talk here jun 2020 keynote at the workshop on symbolic neural learning snl 2020 cancelled until 2021 apr 2020 panel at the iclr workshop on bridging cognitive science and ai baics feb 2020 keynote at the aaai workshop on statistical relational ai starai recent preprints gated deltanet 2 decoupling erase and write in linear attention ali hatamizadeh yejin choi jan kautz arxiv 2605 22791 introspective x training feedback conditioning improves scaling across all llm training stages brandon cui ximing lu jaehun jung syeda nahida akter hyunwoo kim yuxiao qu david acuna shrimai prabhumoye yejin choi prithviraj ammanabrolu arxiv 2605 20285 esi bench towards embodied spatial intelligence that closes the perception action loop yining hong jiageng liu han yin manling li leonidas guibas li fei fei jiajun wu yejin choi arxiv 2605 18746 noiserater meta learned noise valuation for diffusion model training fang wu haokai zhao da xing hanqun cao tinson xu yanchao li xiangru tang zehong wang aaron tu kuan pang hanchen wang hongbin lin zeqi zhou yinxi li peng xia li erran li molei tao jure leskovec aditya joshi yejin choi arxiv 2605 08144 beyond semantic similarity rethinking retrieval for agentic search via direct corpus interaction zhuofeng li haoxiang zhang cong wei pan lu ping nie yi lu yuyang bai shangbin feng hangxiao zhu ming zhong yuyu zhang jianwen xie yejin choi james zou jiawei han wenhu chen jimmy lin dongfu jiang yu zhang arxiv 2605 05242 how to instruct your robot dense language annotations power robot policy learning bosung kim ruiyi wang david acuna jaehun jung alexander trevithick brandon cui yejin choi prithviraj ammanabrolu arxiv 2605 17077 deltaprompts escaping the zero delta trap in multimodal distillation jaehun jung hyunwoo kim brandon cui ximing lu david acuna prithviraj ammanabrolu yejin choi arxiv 2605 15532 synthetic mixed training scaling parametric knowledge acquisition beyond rag seungju han konwoo kim chanwoo park benjamin newman suhas kotha jaehun jung james zou yejin choi arxiv 2603 23562 fdarxbench benchmarking regulatory and clinical reasoning on fda generic drug assessment betty xiong jillian fisher benjamin newman meng hu shivangi gupta yejin choi lanyan fang russ b altman arxiv 2603 19539 data efficient pre training by scaling synthetic megadocs konwoo kim suhas kotha yejin choi tatsunori hashimoto nick haber percy liang arxiv 2603 18534 learning from trials and errors reflective test time planning for embodied llms yining hong huang huang manling li li fei fei leonidas guibas jiajun wu yejin choi arxiv 2602 21198 moco a one stop shop for model collaboration research shangbin feng yuyang bai ziyuan yang yike wang zhaoxuan tan jiajie yan zhenyu lei wenxuan ding weijia shi haojin wang zhenting qi yuru jiang heng wang chengsong huang yu fei jihan yao yilun du luke zettlemoyer yejin choi yulia tsvetkov arxiv 2601 21257 end to end test time training for long context arnuv tandon karan dalal xinhao li daniel koceja marcel rød sam buchanan xiaolong wang jure leskovec sanmi koyejo tatsunori hashimoto carlos guestrin jed mccaleb yejin choi yu sun arxiv 2512 23675 nvidia nemotron 3 efficient and open intelligence nvidia aaron blakeman aaron grattafiori aarti basant abhibha gupta abhinav khattar adi renduchintala aditya vavre akanksha shukla akhiad bercovich aleksander ficek aleksandr shaposhnikov alex kondratenko alexander bukharin alexandre milesi ali taghibakhshi alisa liu amelia barton ameya sunil mahabaleshwarkar amir klein amit zuker amnon geifman amy shen anahita bhiwandiwalla andrew tao anjulie agrusa ankur verma ann guan anubhav mandarwal arham mehta ashwath aithal ashwin poojary asif ahamed asit mishra asma kuriparambil thekkumpate ayush dattagupta banghua zhu bardiya sadeghi barnaby simkin ben lanir benedikt schifferer besmira nushi bilal kartal bita darvish rouhani boris ginsburg brandon norick brandon soubasis branislav kisacanin brian yu bryan catanzaro carlo del mundo chantal hwang charles wang cheng ping hsieh chenghao zhang chenhan yu chetan mungekar chintan patel chris alexiuk christopher parisien collin neale cyril meurillon damon mosk aoyama dan su dane corneil daniel afrimi daniel lo daniel rohrer daniel serebrenik daria gitman daria levy darko stosic david mosallanezhad deepak narayanan dhruv nathawani dima rekesh dina yared divyanshu kakwani dong ahn duncan riach dusan stosic edgar minasyan edward lin eileen long eileen peters long elad segal elena lantz ellie evans elliott ning eric chung eric harper eric tramel erick galinkin erik pounds evan briones evelina bakhturina evgeny tsykunov faisal ladhak fay wang fei jia et al 258 additional authors not shown arxiv 2512 20856 nemotron 3 nano open efficient mixture of experts hybrid mamba transformer model for agentic reasoning nvidia aaron blakeman aaron grattafiori aarti basant abhibha gupta abhinav khattar adi renduchintala aditya vavre akanksha shukla akhiad bercovich aleksander ficek aleksandr shaposhnikov alex kondratenko alexander bukharin alexandre milesi ali taghibakhshi alisa liu amelia barton ameya sunil mahabaleshwarkar amir klein amit zuker amnon geifman amy shen anahita bhiwandiwalla andrew tao ann guan anubhav mandarwal arham mehta ashwath aithal ashwin poojary asif ahamed asma kuriparambil thekkumpate ayush dattagupta banghua zhu bardiya sadeghi barnaby simkin ben lanir benedikt schifferer besmira nushi bilal kartal bita darvish rouhani boris ginsburg brandon norick brandon soubasis branislav kisacanin brian yu bryan catanzaro carlo del mundo chantal hwang charles wang cheng ping hsieh chenghao zhang chenhan yu chetan mungekar chintan patel chris alexiuk christopher parisien collin neale damon mosk aoyama dan su dane corneil daniel afrimi daniel rohrer daniel serebrenik daria gitman daria levy darko stosic david mosallanezhad deepak narayanan dhruv nathawani dima rekesh dina yared divyanshu kakwani dong ahn duncan riach dusan stosic edgar minasyan edward lin eileen long eileen peters long elena lantz ellie evans elliott ning eric chung eric harper eric tramel erick galinkin erik pounds evan briones evelina bakhturina faisal ladhak fay wang fei jia felipe soares feng chen ferenc galko frankie siino gal hubara agam ganesh ajjanagadde gantavya bhatt et al 213 additional authors not shown arxiv 2512 20848 adaptation of agentic ai pengcheng jiang jiacheng lin zhiyi shi zifeng wang luxi he yichen wu ming zhong peiyang song qizheng zhang heng wang xueqiang xu hanwen xu pengrui han dylan zhang jiashuo sun chaoqi yang kun qian tian wang changran hu manling li quanzheng li hao peng sheng wang jingbo shang chao zhang jiaxuan you liyuan liu pan lu yu zhang heng ji yejin choi dawn song jimeng sun jiawei han arxiv 2512 16301 ribopo preference optimization for structure and stability aware rna design minghao sun hanqun cao zhou zhang chen wei liang wang tianrui jia zhiyuan liu tianfan fu xiangru tang yejin choi pheng ann heng fang wu yang zhang arxiv 2510 21161 l 2m 3of a large language multimodal model for metal organic frameworks jiyu cui fang wu haokai zhao minggao feng xenophon evangelopoulos andrew i cooper yejin choi arxiv 2510 20976 dler doing length penalty right incentivizing more intelligence per token via reinforcement learning shih yang liu xin dong ximing lu shizhe diao mingjie liu min hung chen hongxu yin yu chiang frank wang kwang ting cheng yejin choi jan kautz pavlo molchanov arxiv 2510 15110 from supervision to exploration what does protein language model learn during reinforcement learning hanqun cao hongrui zhang junde xu zhou zhang lingdong shen minghao sun ge liu jinbo xu wu jun li jinren ni cesar de la fuente nunez tianfan fu yejin choi pheng ann heng fang wu arxiv 2510 01571 learning human perceived fakeness in ai generated videos via multimodal llms xingyu fu siyi liu yinuo xu pan lu guangqiuse hu tianbo yang taran anantasagar christopher shen yikai mao yuanzhe liu keyush shah chung un lee yejin choi james zou dan roth chris callison burch arxiv 2509 22646 position the hidden costs and measurement gaps of reinforcement learning with verifiable rewards aaron tu weihao xuan heli qi xu huang qingcheng zeng shayan talaei yijia xiao peng xia xiangru tang yuchen zhuang bing hu hanqun cao wenqi shi tianang leng rui yang yingjian chen ziqi wang irene li nan liu huaxiu yao li erran li ge liu amin saberi naoto yokoya jure leskovec yejin choi fang wu6 arxiv 2509 21882 a deep reinforcement learning platform for antibiotic discovery hanqun cao marcelo d t torres jingjie zhang zijun gao fang wu chunbin gu jure leskovec yejin choi cesar de la fuente nunez guangyong chen pheng ann heng arxiv 2509 18153 uq assessing language models on unsolved questions fan nie ken ziyu liu zihao wang rui sun wei liu weijia shi huaxiu yao linjun zhang andrew y ng james zou sanmi koyejo yejin choi percy liang niklas muennighoff arxiv 2508 17580 zero shot multimodal document retrieval via cross modal question generation yejin choi jaewoo park janghan yoon saejin kim jaehyun jeon youngjae yu arxiv 2508 17079 nvidia nemotron nano 2 an accurate and efficient hybrid mamba transformer reasoning model nvidia aarti basant abhijit khairnar abhijit paithankar abhinav khattar adithya renduchintala aditya malte akhiad bercovich akshay hazare alejandra rico aleksander ficek alex kondratenko alex shaposhnikov alexander bukharin ali taghibakhshi amelia barton ameya sunil mahabaleshwarkar amy shen andrew tao ann guan anna shors anubhav mandarwal arham mehta arun venkatesan et al 192 additional authors not shown arxiv 2508 14444 advancing science and evidence based ai policy rishi bommasani sanjeev arora jennifer chayes yejin choi mariano florentino cuéllar li fei fei daniel e ho dan jurafsky sanmi koyejo hima lakkaraju arvind narayanan alondra nelson emma pierson joelle pineau scott singer gaël varoquaux suresh venkatasubramanian ion stoica percy liang dawn song arxiv 2508 02748 the invisible leash why rlvr may or may not escape its origin fang wu weihao xuan ximing lu mingjie liu yi dong zaid harchaoui yejin choi arxiv 2507 14843 scaling up rl unlocking diverse reasoning in llms via prolonged training mingjie liu shizhe diao jian hu ximing lu xin dong hao zhang alexander bukharin shaokun zhang jiaqi zeng makesh narsimhan sreedhar gerald shen david mosallanezhad di zhang jonas yang june yang oleksii kuchaiev guilin liu zhiding yu pavlo molchanov yejin choi jan kautz yi dong arxiv 2507 12507 the curious case of factuality finetuning models internal beliefs can improve factuality benjamin newman abhilasha ravichander jaehun jung rui xin hamish ivison yegor kuznetsov pang wei koh yejin choi arxiv 2507 08371 resource rational contractualism should guide ai alignment sydney levine matija franklin tan zhi xuan secil yanik guyot lionel wong daniel kilov yejin choi joshua b tenenbaum noah goodman seth lazar iason gabriel arxiv 2506 17434 privacy preserving llm interaction with socratic chain of thought reasoning and homomorphically encrypted vector databases yubeen bae minchan kim jaejin lee sangbum kim jaehyung kim yejin choi niloofar mireshghallah arxiv 2506 17336 when to trust context self reflective debates for context reliability zeqi zhou fang wu shayan talaei haokai zhao cheng meixin tinson xu amin saberi yejin choi arxiv 2506 06020 do mllms capture how interfaces guide user behavior a benchmark for multimodal ui ux design understanding jaehyun jeon min soo kim jang han yoon sumin shim yejin choi hanbin kim youngjae yu arxiv 2505 05026 a false sense of privacy evaluating textual data sanitization beyond surface level privacy leakage rui xin niloofar mireshghallah shuyue stella li michael duan hyunwoo kim yejin choi yulia tsvetkov sewoong oh pang wei koh arxiv 2504 21035 ragen understanding self evolution in llm agents via multi turn reinforcement learning zihan wang kangrui wang qineng wang pingyue zhang linjie li zhengyuan yang xing jin kefan yu minh nhat nguyen licheng liu eli gottlieb yiping lu kyunghyun cho jiajun wu li fei fei lijuan wang yejin choi manling li arxiv 2504 20073 nemotron crossthink scaling self learning beyond math reasoning syeda nahida akter shrimai prabhumoye matvei novikov seungju han ying lin evelina bakhturina eric nyberg yejin choi mostofa patwary mohammad shoeybi bryan catanzaro arxiv 2504 13941 retro search exploring untaken paths for deeper and efficient reasoning ximing lu seungju han david acuna hyunwoo kim jaehun jung shrimai prabhumoye niklas muennighoff mostofa patwary mohammad shoeybi bryan catanzaro yejin choi arxiv 2504 04383 nemotron h a family of accurate and efficient hybrid mamba transformer models nvidia aaron blakeman aarti basant abhinav khattar adithya renduchintala akhiad bercovich aleksander ficek alexis bjorlin ali taghibakhshi amala sanjay deshmukh ameya sunil mahabaleshwarkar andrew tao anna shors ashwath aithal ashwin poojary ayush dattagupta balaram buddharaju bobby chen boris ginsburg boxin wang brandon norick brian butterfield bryan catanzaro carlo del mundo et al 176 additional authors not shown arxiv 2504 03624 when one llm drools multi llm collaboration rules shangbin feng wenxuan ding alisa liu zifeng wang weijia shi yike wang zejiang shen xiaochuang han hunter lang chen yu lee tomas pfister yejin choi yulia tsvetkov arxiv 2502 04506 international ai safety report yoshua bengio sören mindermann daniel privitera tamay besiroglu rishi bommasani stephen casper yejin choi philip fox ben garfinkel danielle goldfarb hoda heidari anson ho sayash kapoor leila khalatbari shayne longpre sam manning vasilios mavroudis mantas mazeika julian michael jessica newman kwan yee ng chinasa t okolo deborah raji girish sastry elizabeth seger et al 71 additional authors not shown arxiv 2501 17805 international scientific report on the safety of advanced ai interim report yoshua bengio sören mindermann daniel privitera tamay besiroglu rishi bommasani stephen casper yejin choi danielle goldfarb hoda heidari leila khalatbari shayne longpre vasilios mavroudis mantas mazeika kwan yee ng chinasa t okolo deborah raji theodora skeadas florian tramèr bayo adekanmbi paul christiano david dalrymple thomas g dietterich edward felten pascale fung pierre olivier gourinchas et al 19 additional authors not shown arxiv 2412 05282 biased ai can influence political decision making jillian fisher shangbin feng robert aron thomas richardson yejin choi daniel w fisher jennifer pan yulia tsvetkov katharina reinecke arxiv 2410 06415 xgen mm blip 3 a family of open large multimodal models le xue manli shu anas awadalla jun wang an yan senthil purushwalkam honglu zhou viraj prabhu yutong dai michael s ryoo shrikant kendre jieyu zhang shaoyen tseng gustavo a lujan moreno matthew l olson musashi hinck david cobbley vasudev lal can qin shu zhang chia chih chen ning yu juntao ta...