Self-Generated Critiques Boost Reward Modeling for Language Models

Authors: Yu, Yue, Chen, Zhengxing, Zhang, Aston, Tan, Liang, Zhu, Chenguang, Pang, Richard Yuanzhe, Qian, Yundi, Wang, Xuewei, Gururangan, Suchin, Zhang, Chao, Kambadur, Melanie, Mahajan, Dhruv, Hou, Rui

Source: NAACL 2025

Subject Terms: Computer Science - Computation and Language, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2411.16646

Towards Automated Model Design on Recommender Systems

Authors: Zhang, Tunhou, Cheng, Dehua, He, Yuchen, Chen, Zhengxing, Dai, Xiaoliang, Xiong, Liang, Liu, Yudong, Cheng, Feng, Cao, Yufan, Yan, Feng, Li, Hai, Chen, Yiran, Wen, Wei

Source: ACM Transactions on Recommender Systems (TORS) 2024

Subject Terms: Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2411.07569

Law of the Weakest Link: Cross Capabilities of Large Language Models

Authors: Zhong, Ming, Zhang, Aston, Wang, Xuewei, Hou, Rui, Xiong, Wenhan, Zhu, Chenguang, Chen, Zhengxing, Tan, Liang, Bi, Chloe, Lewis, Mike, Popuri, Sravya, Narang, Sharan, Kambadur, Melanie, Mahajan, Dhruv, Edunov, Sergey, Han, Jiawei, van der Maaten, Laurens

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2409.19951

The Llama 3 Herd of Models

Authors: Grattafiori, Aaron, Dubey, Abhimanyu, Jauhri, Abhinav, Pandey, Abhinav, Kadian, Abhishek, Al-Dahle, Ahmad, Letman, Aiesha, Mathur, Akhil, Schelten, Alan, Vaughan, Alex, Yang, Amy, Fan, Angela, Goyal, Anirudh, Hartshorn, Anthony, Yang, Aobo, Mitra, Archi, Sravankumar, Archie, Korenev, Artem, Hinsvark, Arthur, Rao, Arun, Zhang, Aston, Rodriguez, Aurelien, Gregerson, Austen, Spataru, Ava, Roziere, Baptiste, Biron, Bethany, Tang, Binh, Chern, Bobbie, Caucheteux, Charlotte, Nayak, Chaya, Bi, Chloe, Marra, Chris, McConnell, Chris, Keller, Christian, Touret, Christophe, Wu, Chunyang, Wong, Corinne, Ferrer, Cristian Canton, Nikolaidis, Cyrus, Allonsius, Damien, Song, Daniel, Pintz, Danielle, Livshits, Danny, Wyatt, Danny, Esiobu, David, Choudhary, Dhruv, Mahajan, Dhruv, Garcia-Olano, Diego, Perino, Diego, Hupkes, Dieuwke, Lakomkin, Egor, AlBadawy, Ehab, Lobanova, Elina, Dinan, Emily, Smith, Eric Michael, Radenovic, Filip, Guzmán, Francisco, Zhang, Frank, Synnaeve, Gabriel, Lee, Gabrielle, Anderson, Georgia Lewis, Thattai, Govind, Nail, Graeme, Mialon, Gregoire, Pang, Guan, Cucurell, Guillem, Nguyen, Hailey, Korevaar, Hannah, Xu, Hu, Touvron, Hugo, Zarov, Iliyan, Ibarra, Imanol Arrieta, Kloumann, Isabel, Misra, Ishan, Evtimov, Ivan, Zhang, Jack, Copet, Jade, Lee, Jaewon, Geffert, Jan, Vranes, Jana, Park, Jason, Mahadeokar, Jay, Shah, Jeet, van der Linde, Jelmer, Billock, Jennifer, Hong, Jenny, Lee, Jenya, Fu, Jeremy, Chi, Jianfeng, Huang, Jianyu, Liu, Jiawen, Wang, Jie, Yu, Jiecao, Bitton, Joanna, Spisak, Joe, Park, Jongsoo, Rocca, Joseph, Johnstun, Joshua, Saxe, Joshua, Jia, Junteng, Alwala, Kalyan Vasuden, Prasad, Karthik, Upasani, Kartikeya, Plawiak, Kate, Li, Ke, Heafield, Kenneth, Stone, Kevin, El-Arini, Khalid, Iyer, Krithika, Malik, Kshitiz, Chiu, Kuenley, Bhalla, Kunal, Lakhotia, Kushal, Rantala-Yeary, Lauren, van der Maaten, Laurens, Chen, Lawrence, Tan, Liang, Jenkins, Liz, Martin, Louis, Madaan, Lovish, Malo, Lubo, Blecher, Lukas, Landzaat, Lukas, de Oliveira, Luke, Muzzi, Madeline, Pasupuleti, Mahesh, Singh, Mannat, Paluri, Manohar, Kardas, Marcin, Tsimpoukelli, Maria, Oldham, Mathew, Rita, Mathieu, Pavlova, Maya, Kambadur, Melanie, Lewis, Mike, Si, Min, Singh, Mitesh Kumar, Hassan, Mona, Goyal, Naman, Torabi, Narjes, Bashlykov, Nikolay, Bogoychev, Nikolay, Chatterji, Niladri, Zhang, Ning, Duchenne, Olivier, Çelebi, Onur, Alrassy, Patrick, Zhang, Pengchuan, Li, Pengwei, Vasic, Petar, Weng, Peter, Bhargava, Prajjwal, Dubal, Pratik, Krishnan, Praveen, Koura, Punit Singh, Xu, Puxin, He, Qing, Dong, Qingxiao, Srinivasan, Ragavan, Ganapathy, Raj, Calderer, Ramon, Cabral, Ricardo Silveira, Stojnic, Robert, Raileanu, Roberta, Maheswari, Rohan, Girdhar, Rohit, Patel, Rohit, Sauvestre, Romain, Polidoro, Ronnie, Sumbaly, Roshan, Taylor, Ross, Silva, Ruan, Hou, Rui, Wang, Rui, Hosseini, Saghar, Chennabasappa, Sahana, Singh, Sanjay, Bell, Sean, Kim, Seohyun Sonia, Edunov, Sergey, Nie, Shaoliang, Narang, Sharan, Raparthy, Sharath, Shen, Sheng, Wan, Shengye, Bhosale, Shruti, Zhang, Shun, Vandenhende, Simon, Batra, Soumya, Whitman, Spencer, Sootla, Sten, Collot, Stephane, Gururangan, Suchin, Borodinsky, Sydney, Herman, Tamar, Fowler, Tara, Sheasha, Tarek, Georgiou, Thomas, Scialom, Thomas, Speckbacher, Tobias, Mihaylov, Todor, Xiao, Tong, Karn, Ujjwal, Goswami, Vedanuj, Gupta, Vibhor, Ramanathan, Vignesh, Kerkez, Viktor, Gonguet, Vincent, Do, Virginie, Vogeti, Vish, Albiero, Vítor, Petrovic, Vladan, Chu, Weiwei, Xiong, Wenhan, Fu, Wenyin, Meers, Whitney, Martinet, Xavier, Wang, Xiaodong, Wang, Xiaofang, Tan, Xiaoqing Ellen, Xia, Xide, Xie, Xinfeng, Jia, Xuchao, Wang, Xuewei, Goldschlag, Yaelle, Gaur, Yashesh, Babaei, Yasmine, Wen, Yi, Song, Yiwen, Zhang, Yuchen, Li, Yue, Mao, Yuning, Coudert, Zacharie Delpierre, Yan, Zheng, Chen, Zhengxing, Papakipos, Zoe, Singh, Aaditya, Srivastava, Aayushi, Jain, Abha, Kelsey, Adam, Shajnfeld, Adam, Gangidi, Adithya, Victoria, Adolfo, Goldstand, Ahuva, Menon, Ajay, Sharma, Ajay, Boesenberg, Alex, Baevski, Alexei, Feinstein, Allie, Kallet, Amanda, Sangani, Amit, Teo, Amos, Yunus, Anam, Lupu, Andrei, Alvarado, Andres, Caples, Andrew, Gu, Andrew, Ho, Andrew, Poulton, Andrew, Ryan, Andrew, Ramchandani, Ankit, Dong, Annie, Franco, Annie, Goyal, Anuj, Saraf, Aparajita, Chowdhury, Arkabandhu, Gabriel, Ashley, Bharambe, Ashwin, Eisenman, Assaf, Yazdan, Azadeh, James, Beau, Maurer, Ben, Leonhardi, Benjamin, Huang, Bernie, Loyd, Beth, De Paola, Beto, Paranjape, Bhargavi, Liu, Bing, Wu, Bo, Ni, Boyu, Hancock, Braden, Wasti, Bram, Spence, Brandon, Stojkovic, Brani, Gamido, Brian, Montalvo, Britt, Parker, Carl, Burton, Carly, Mejia, Catalina, Liu, Ce, Wang, Changhan, Kim, Changkyu, Zhou, Chao, Hu, Chester, Chu, Ching-Hsiang, Cai, Chris, Tindal, Chris, Feichtenhofer, Christoph, Gao, Cynthia, Civin, Damon, Beaty, Dana, Kreymer, Daniel, Li, Daniel, Adkins, David, Xu, David, Testuggine, Davide, David, Delia, Parikh, Devi, Liskovich, Diana, Foss, Didem, Wang, Dingkang, Le, Duc, Holland, Dustin, Dowling, Edward, Jamil, Eissa, Montgomery, Elaine, Presani, Eleonora, Hahn, Emily, Wood, Emily, Le, Eric-Tuan, Brinkman, Erik, Arcaute, Esteban, Dunbar, Evan, Smothers, Evan, Sun, Fei, Kreuk, Felix, Tian, Feng, Kokkinos, Filippos, Ozgenel, Firat, Caggioni, Francesco, Kanayet, Frank, Seide, Frank, Florez, Gabriela Medina, Schwarz, Gabriella, Badeer, Gada, Swee, Georgia, Halpern, Gil, Herman, Grant, Sizov, Grigory, Guangyi, Zhang, Lakshminarayanan, Guna, Inan, Hakan, Shojanazeri, Hamid, Zou, Han, Wang, Hannah, Zha, Hanwen, Habeeb, Haroun, Rudolph, Harrison, Suk, Helen, Aspegren, Henry, Goldman, Hunter, Zhan, Hongyuan, Damlaj, Ibrahim, Molybog, Igor, Tufanov, Igor, Leontiadis, Ilias, Veliche, Irina-Elena, Gat, Itai, Weissman, Jake, Geboski, James, Kohli, James, Lam, Janice, Asher, Japhet, Gaya, Jean-Baptiste, Marcus, Jeff, Tang, Jeff, Chan, Jennifer, Zhen, Jenny, Reizenstein, Jeremy, Teboul, Jeremy, Zhong, Jessica, Jin, Jian, Yang, Jingyi, Cummings, Joe, Carvill, Jon, Shepard, Jon, McPhie, Jonathan, Torres, Jonathan, Ginsburg, Josh, Wang, Junjie, Wu, Kai, U, Kam Hou, Saxena, Karan, Khandelwal, Kartikay, Zand, Katayoun, Matosich, Kathy, Veeraraghavan, Kaushik, Michelena, Kelly, Li, Keqian, Jagadeesh, Kiran, Huang, Kun, Chawla, Kunal, Huang, Kyle, Chen, Lailin, Garg, Lakshya, A, Lavender, Silva, Leandro, Bell, Lee, Zhang, Lei, Guo, Liangpeng, Yu, Licheng, Moshkovich, Liron, Wehrstedt, Luca, Khabsa, Madian, Avalani, Manav, Bhatt, Manish, Mankus, Martynas, Hasson, Matan, Lennie, Matthew, Reso, Matthias, Groshev, Maxim, Naumov, Maxim, Lathi, Maya, Keneally, Meghan, Liu, Miao, Seltzer, Michael L., Valko, Michal, Restrepo, Michelle, Patel, Mihir, Vyatskov, Mik, Samvelyan, Mikayel, Clark, Mike, Macey, Mike, Wang, Mike, Hermoso, Miquel Jubert, Metanat, Mo, Rastegari, Mohammad, Bansal, Munish, Santhanam, Nandhini, Parks, Natascha, White, Natasha, Bawa, Navyata, Singhal, Nayan, Egebo, Nick, Usunier, Nicolas, Mehta, Nikhil, Laptev, Nikolay Pavlovich, Dong, Ning, Cheng, Norman, Chernoguz, Oleg, Hart, Olivia, Salpekar, Omkar, Kalinli, Ozlem, Kent, Parkin, Parekh, Parth, Saab, Paul, Balaji, Pavan, Rittner, Pedro, Bontrager, Philip, Roux, Pierre, Dollar, Piotr, Zvyagina, Polina, Ratanchandani, Prashant, Yuvraj, Pritish, Liang, Qian, Alao, Rachad, Rodriguez, Rachel, Ayub, Rafi, Murthy, Raghotham, Nayani, Raghu, Mitra, Rahul, Parthasarathy, Rangaprabhu, Li, Raymond, Hogan, Rebekkah, Battey, Robin, Wang, Rocky, Howes, Russ, Rinott, Ruty, Mehta, Sachin, Siby, Sachin, Bondu, Sai Jayesh, Datta, Samyak, Chugh, Sara, Hunt, Sara, Dhillon, Sargun, Sidorov, Sasha, Pan, Satadru, Mahajan, Saurabh, Verma, Saurabh, Yamamoto, Seiji, Ramaswamy, Sharadh, Lindsay, Shaun, Feng, Sheng, Lin, Shenghao, Zha, Shengxin Cindy, Patil, Shishir, Shankar, Shiva, Zhang, Shuqiang, Wang, Sinong, Agarwal, Sneha, Sajuyigbe, Soji, Chintala, Soumith, Max, Stephanie, Chen, Stephen, Kehoe, Steve, Satterfield, Steve, Govindaprasad, Sudarshan, Gupta, Sumit, Deng, Summer, Cho, Sungmin, Virk, Sunny, Subramanian, Suraj, Choudhury, Sy, Goldman, Sydney, Remez, Tal, Glaser, Tamar, Best, Tamara, Koehler, Thilo, Robinson, Thomas, Li, Tianhe, Zhang, Tianjun, Matthews, Tim, Chou, Timothy, Shaked, Tzook, Vontimitta, Varun, Ajayi, Victoria, Montanez, Victoria, Mohan, Vijai, Kumar, Vinay Satish, Mangla, Vishal, Ionescu, Vlad, Poenaru, Vlad, Mihailescu, Vlad Tiberiu, Ivanov, Vladimir, Li, Wei, Wang, Wenchen, Jiang, Wenwen, Bouaziz, Wes, Constable, Will, Tang, Xiaocheng, Wu, Xiaojian, Wang, Xiaolan, Wu, Xilun, Gao, Xinbo, Kleinman, Yaniv, Chen, Yanjun, Hu, Ye, Jia, Ye, Qi, Ye, Li, Yenda, Zhang, Yilin, Zhang, Ying, Adi, Yossi, Nam, Youngjin, Yu, Wang, Zhao, Yu, Hao, Yuchen, Qian, Yundi, Li, Yunlu, He, Yuzi, Rait, Zach, DeVito, Zachary, Rosnbrick, Zef, Wen, Zhaoduo, Yang, Zhenyu, Zhao, Zhiwei, Ma, Zhiyu

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2407.21783

Scaling User Modeling: Large-scale Online User Representations for Ads Personalization in Meta

Authors: Zhang, Wei, Li, Dai, Liang, Chen, Zhou, Fang, Zhang, Zhongke, Wang, Xuewei, Li, Ru, Zhou, Yi, Huang, Yaning, Liang, Dong, Wang, Kai, Wang, Zhangyuan, Chen, Zhengxing, Wu, Fenggang, Chen, Minghai, Li, Huayu, Wu, Yunnan, Shu, Zhan, Yuan, Mindi, Reddy, Sri

Source: Companion Proceedings of the ACM Web Conference 2024 (WWW '24 Companion), May 13--17, 2024, Singapore, Singapore

Subject Terms: Computer Science - Information Retrieval, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, 68T05, 68T30, I.2.1, H.3.5, H.3.3

Access URL: http://arxiv.org/abs/2311.09544

AutoML for Large Capacity Modeling of Meta's Ranking Systems

Authors: Yin, Hang, Liu, Kuang-Hung, Sun, Mengying, Chen, Yuxin, Zhang, Buyun, Liu, Jiang, Sehgal, Vivek, Panchal, Rudresh Rajnikant, Hotaj, Eugen, Liu, Xi, Guo, Daifeng, Zhang, Jamey, Wang, Zhou, Jiang, Shali, Li, Huayu, Chen, Zhengxing, Chen, Wen-Yen, Yang, Jiyan, Wen, Wei

Subject Terms: Computer Science - Information Retrieval, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2311.07870

Rankitect: Ranking Architecture Search Battling World-class Engineers at Meta Scale

Authors: Wen, Wei, Liu, Kuang-Hung, Fedorov, Igor, Zhang, Xin, Yin, Hang, Chu, Weiwei, Hassani, Kaveh, Sun, Mengying, Liu, Jiang, Wang, Xu, Jiang, Lin, Chen, Yuxin, Zhang, Buyun, Liu, Xi, Cheng, Dehua, Chen, Zhengxing, Zhao, Guang, Han, Fangqiu, Yang, Jiyan, Hao, Yuchen, Xiong, Liang, Chen, Wen-Yen

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Information Retrieval

Access URL: http://arxiv.org/abs/2311.08430

The effects of corn starch addition on the freeze⁃thaw qualities of frozen rice noodles

Authors: YANG Wanying, WANG Ren, FENG Wei, WANG Tao, CHEN Zhengxing, ZHANG Hao

Source: Shipin yu jixie, Vol 40, Iss 8, Pp 120-126 (2024)

Subject Terms: frozen rice noodles, corn starch, freeze⁃thaw, cooking qualities, structural feature, Food processing and manufacture, TP368-456

File Description: electronic resource

Relation: http://www.ifoodmm.com/spyjx/article/abstract/20240817?st=article_issue; https://doaj.org/toc/1003-5788

Access URL: https://doaj.org/article/5f346b95111540399acadbfb0d2b86e8

NASRec: Weight Sharing Neural Architecture Search for Recommender Systems

Authors: Zhang, Tunhou, Cheng, Dehua, He, Yuchen, Chen, Zhengxing, Dai, Xiaoliang, Xiong, Liang, Yan, Feng, Li, Hai, Chen, Yiran, Wen, Wei

Source: Proceedings of the ACM Web Conference 2023 (WWW'23)

Subject Terms: Computer Science - Information Retrieval, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2207.07187

Transforming plant proteins into sustainable food packaging films with enhanced mechanical and preservative properties

Authors: Xu, Pengcheng ^{a, 1}, Huang, Kai ^{b, 1}, Wang, Ren ^a, Feng, Wei ^a, Chen, Zhengxing ^a, Jia, Lingling ^c, Wang, Tao ^{a, ⁎}, Luo, Xiaohu ^{c, ⁎⁎}

Source: In Food Hydrocolloids May 2025 162

Personalized Execution Time Optimization for the Scheduled Jobs

Authors: Liu, Yang, Wang, Juan, Chen, Zhengxing, Fox, Ian, Mufti, Imani, Sukumaran, Jason, He, Baokun, Sun, Xiling, Liang, Feng

Subject Terms: Computer Science - Machine Learning, Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2203.06158

Complete genome analysis of deep-sea hydrothermal sulfur-oxidizing bacterium Sulfitobacter sp. TCYB15 associated with mussel Bathymodiolus marisindicus and insights into its habitat adaptation

Authors: Deng, Yadan, Zhu, Yunjin, He, Jiaxuan, Yin, Xin, Li, Qian, Chen, Zhengxing, Wang, Bingshu, Zheng, Li

Source: In Marine Genomics December 2024 78

Chitosan-highland barley gliadin complex stabilizes Pickering emulsion

Authors: Li, Juan, Xia, Tianli, Zhou, Wenju, Zhong, Zhiming, Yang, Shuai, Tu, Zhaoxin, Chen, Zhengxing, Du, Yan

Source: In Journal of Food Engineering November 2024 381

Antibacterial rice protein nanoparticles with a high curcumin loading for fruit preservation

Authors: Xu, Pengcheng ^{a, b, c, d}, Wang, Tao ^{a, b, c, d}, He, Jian ^f, Xiong, Wenfei ^{a, e}, Ren, Jingnan ^g, Feng, Wei ^{a, b, c, d}, Chen, Zhengxing ^{a, b, c, d, ⁎⁎}, Wang, Ren ^{a, b, c, d, ⁎}

Source: In Food Bioscience October 2024 61

A Validation Tool for Designing Reinforcement Learning Environments

Authors: Xu, Ruiyang, Chen, Zhengxing

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2112.05519

Production and characterization of recrystallized linear α-glucans at different temperatures for controllable thermostability and digestibility

Authors: Wang, Ren ^a, Wu, Xiaoli ^a, Yi, Cuiping ^c, Feng, Wei ^a, Wang, Tao ^a, Luo, Xiaohu ^d, Chen, Zhengxing ^a, Zhang, Hao ^{a, b, ⁎}

Source: In Food Chemistry 1 August 2024 448

Q-DeckRec: A Fast Deck Recommendation System for Collectible Card Games

Authors: Chen, Zhengxing, Amato, Christopher, Nguyen, Truong-Huy D., Cooper, Seth, Sun, Yizhou, El-Nasr, Magy Seif

Source: 2018 IEEE Conference on Computational Intelligence and Games (CIG) Computational Intelligence and Games (CIG), 2018 IEEE Conference on. :1-8 Aug, 2018

Relation: 2018 IEEE Conference on Computational Intelligence and Games (CIG)

Salting-out effect-mediated size-control of protein nanoparticles towards controllable microstructures for sustained release of eugenol

Authors: Lin, Chen, Chen, Zhengxing, Feng, Wei, Wang, Ren, Wang, Tao ^⁎

Source: In Food Chemistry 1 May 2024 439

Reinforcement Learning-based Product Delivery Frequency Control

Authors: Liu, Yang, Chen, Zhengxing, Virochsiri, Kittipat, Wang, Juan, Wu, Jiahao, Liang, Feng

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2012.10858

Band-limited Soft Actor Critic Model

Authors: Campo, Miguel, Chen, Zhengxing, Kung, Luke, Virochsiri, Kittipat, Wang, Jianyu

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Statistics - Machine Learning, 68T07, I.2.8

Access URL: http://arxiv.org/abs/2006.11431