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‎index.html‎

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<!-- Posts
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<b>[Feb 15, 2025] 4 papers are accepted to NAACL 2025.</b>
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Following papers are accepted to NAACL 2025:<br>
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- <a href="https://arxiv.org/abs/2411.15927">Generative Prompt Internalization</a><br>
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- <a href="https://arxiv.org/abs/2406.05761">The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models</a><br>
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- <a href="javascript:;">Evaluating Multimodal Generative AI with Korean Educational Standards</a><br>
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The following paper is accepted to NAACL 2025 Industry Track:<br>
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- <a href="https://arxiv.org/abs/2412.06303">DSAI: Unbiased and Interpretable Latent Feature Extraction for Data-Centric AI</a><br>
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<b>[Feb 15, 2025] 3 papers are accepted to ICLR 2025.</b>
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<p>
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Following papers are accepted to ICLR 2025:<br>
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- <a href="https://arxiv.org/abs/2410.11758">Latent action pretraining from videos</a><br>
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- <a href="https://arxiv.org/abs/2410.07571">How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?</a><br>
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- <a href="https://arxiv.org/abs/2410.01380">Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition</a><br>
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<b>[Feb 15, 2025] 1 paper is accepted to AAAI 2025.</b>
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<p>
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Following paper is accepted to AAAI 2025:<br>
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- <a href="https://arxiv.org/abs/2409.02685">Routerretriever: Exploring the benefits of routing over multiple expert embedding models</a><br>
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‎news/index.html‎

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<h3>2025</h3>
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<!-- Posts 2025
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<b>[Feb 15, 2025] 4 papers are accepted to NAACL 2025.</b>
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</div>
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<div class="entry-content">
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<p>
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Following papers are accepted to NAACL 2025:<br>
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- <a href="https://arxiv.org/abs/2411.15927">Generative Prompt Internalization</a><br>
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- <a href="https://arxiv.org/abs/2406.05761">The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models</a><br>
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- <a href="javascript:;">Evaluating Multimodal Generative AI with Korean Educational Standards</a><br>
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The following paper is accepted to NAACL 2025 Industry Track:<br>
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- <a href="https://arxiv.org/abs/2412.06303">DSAI: Unbiased and Interpretable Latent Feature Extraction for Data-Centric AI</a><br>
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</p>
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<b>[Feb 15, 2025] 3 papers are accepted to ICLR 2025.</b>
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<p>
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Following papers are accepted to ICLR 2025:<br>
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- <a href="https://arxiv.org/abs/2410.11758">Latent action pretraining from videos</a><br>
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- <a href="https://arxiv.org/abs/2410.07571">How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?</a><br>
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- <a href="https://arxiv.org/abs/2410.01380">Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition</a><br>
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<b>[Feb 15, 2025] 1 paper is accepted to AAAI 2025.</b>
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<p>
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Following paper is accepted to AAAI 2025:<br>
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- <a href="https://arxiv.org/abs/2409.02685">Routerretriever: Exploring the benefits of routing over multiple expert embedding models</a><br>
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<h3>2024</h3>
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‎publications/index.html‎

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<h3>2025</h3>
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<!-- Posts 2025
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<b>Generative Prompt Internalization</b>
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<p>
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Haebin Shin, Lei Ji, Yeyun Gong, Sungdong Kim, Eunbi Choi, Minjoon Seo<br>
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<b>NAACL 2025</b><br>
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[<a href="https://arxiv.org/abs/2411.15927">paper</a>]
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<div class="grid-inner row g-0">
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<div class="entry-title title-sm">
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<b>The BiGGen Bench: A Principled Benchmark for Fine-grained Evaluation of Language Models with Language Models</b>
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<div class="entry-content">
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<p>
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Seungone Kim, Juyoung Suk, Ji Yong Cho, Shayne Longpre, Chaeeun Kim, Dongkeun Yoon, Guijin Son, Yejin Cho, Sheikh Shafayat, Jinheon Baek, Sue Hyun Park, Hyeonbin Hwang, Jinkyung Jo, Hyowon Cho, Haebin Shin, Seongyun Lee, Hanseok Oh, Noah Lee, Namgyu Ho, Se June Joo, Miyoung Ko, Yoonjoo Lee, Hyungjoo Chae, Jamin Shin, Joel Jang, Seonghyeon Ye, Bill Yuchen Lin, Sean Welleck, Graham Neubig, Moontae Lee, Kyungjae Lee, Minjoon Seo<br>
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<b>NAACL 2025</b><br>
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[<a href="https://arxiv.org/abs/2410.11758">paper</a>]
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<b>Evaluating Multimodal Generative AI with Korean Educational Standard</b>
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<b>NAACL 2025</b><br>
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<div class="grid-inner row g-0">
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<div class="entry-title title-sm">
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<b>Latent action pretraining from videos</b>
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<div class="entry-content">
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<p>
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Seonghyeon Ye, Joel Jang, Byeongguk Jeon, Sejune Joo, Jianwei Yang, Baolin Peng, Ajay Mandlekar, Reuben Tan, Yu-Wei Chao, Bill Yuchen Lin, Lars Liden, Kimin Lee, Jianfeng Gao, Luke Zettlemoyer, Dieter Fox, Minjoon Seo<br>
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<b>ICLR 2025</b><br>
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[<a href="https://arxiv.org/abs/2410.11758">paper</a>]
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<div class="entry-title title-sm">
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<b>How Does Vision-Language Adaptation Impact the Safety of Vision Language Models?</b>
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<div class="entry-content">
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<p>
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Seongyun Lee, Geewook Kim, Jiyeon Kim, Hyunji Lee, Hoyeon Chang, Sue Hyun Park, Minjoon Seo<br>
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<b>ICLR 2025</b><br>
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[<a href="https://arxiv.org/abs/2410.07571">paper</a>]
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</p>
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<div class="grid-inner row g-0">
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<div class="entry-title title-sm">
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<b>Knowledge Entropy Decay during Language Model Pretraining Hinders New Knowledge Acquisition</b>
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</div>
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<div class="entry-content">
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<p>
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Jiyeon Kim, Hyunji Lee, Hyowon Cho, Joel Jang, Hyeonbin Hwang, Seungpil Won, Youbin Ahn, Dohaeng Lee, Minjoon Seo<br>
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<b>ICLR 2025</b><br>
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[<a href="https://arxiv.org/abs/2410.01380">paper</a>]
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<b>Routerretriever: Exploring the benefits of routing over multiple expert embedding models</b>
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</div>
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<div class="entry-content">
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<p>
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Hyunji Lee, Luca Soldaini, Arman Cohan, Minjoon Seo, Kyle Lo<br>
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<b>AAAI 2025</b><br>
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[<a href="https://arxiv.org/abs/2409.02685">paper</a>]
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<b>DSAI: Unbiased and Interpretable Latent Feature Extraction for Data-Centric AI</b>
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<div class="entry-content">
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<p>
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Hyowon Cho, Soonwon Ka, Daechul Park, Jaewook Kang, Minjoon Seo, Bokyung Son<br>
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<b>NAACL Industry 2025</b><br>
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[<a href="https://arxiv.org/abs/2412.06303">paper</a>]
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<h3>2024</h3>
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