Yoshi Suhara

23 papers A* 3B 1Journal 15Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Quantization-Aware Distillation for NVFP4 Inference Accuracy Recovery.
CoRR
Meng Xin, Sweta Priyadarshi, Jingyu Xin, Bilal Kartal, Aditya Vavre, Asma Kuriparambil Thekkumpate, Zijia Chen, Ameya Sunil Mahabaleshwarkar, Ido Shahaf, Akhiad Bercovich, Kinjal Patel, Suguna Varshini Velury, Chenjie Luo, Zhiyu Cheng, Jenny Chen, Chen-Han Yu, Wei Ping, Oleg Rybakov, Nima Tajbakhsh, Oluwatobi Olabiyi, Dusan Stosic, Di Wu, Song Han, Eric Chung, Sharath Turuvekere Sreenivas, Bryan Catanzaro, Yoshi Suhara, Tijmen Blankevoort, Huizi Mao
2025 J jnl
CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training.
CoRR
Shizhe Diao, Yu Yang, Yonggan Fu, Xin Dong, Dan Su, Markus Kliegl, Zijia Chen, Peter Belcak, Yoshi Suhara, Hongxu Yin, Mostofa Patwary, Yingyan Lin, Jan Kautz, Pavlo Molchanov
2025 J jnl
Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning.
CoRR
Ali Taghibakhshi, Sharath Turuvekere Sreenivas, Saurav Muralidharan, Marcin Chochowski, Yashaswi Karnati, Raviraj Joshi, Ameya Sunil Mahabaleshwarkar, Zijia Chen, Yoshi Suhara, Oluwatobi Olabiyi, Daniel Korzekwa, Mostofa Patwary, Mohammad Shoeybi, Jan Kautz, Bryan Catanzaro, Ashwath Aithal, Nima Tajbakhsh, Pavlo Molchanov
2025 A* conf
Hymba: A Hybrid-head Architecture for Small Language Models.
ICLR
Xin Dong, Yonggan Fu, Shizhe Diao, Wonmin Byeon, Zijia Chen, Ameya Sunil Mahabaleshwarkar, Shih-Yang Liu, Matthijs Van Keirsbilck, Min-Hung Chen, Yoshi Suhara, Yingyan Celine Lin, Jan Kautz, Pavlo Molchanov
2025 J jnl
Nemotron Elastic: Towards Efficient Many-in-One Reasoning LLMs.
CoRR
Ali Taghibakhshi, Sharath Turuvekere Sreenivas, Saurav Muralidharan, Ruisi Cai, Marcin Chochowski, Ameya Sunil Mahabaleshwarkar, Yoshi Suhara, Oluwatobi Olabiyi, Daniel Korzekwa, Mostofa Patwary, Mohammad Shoeybi, Jan Kautz, Bryan Catanzaro, Ashwath Aithal, Nima Tajbakhsh, Pavlo Molchanov
2025 J jnl
Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games.
CoRR
Dongmin Park, Minkyu Kim, Beongjun Choi, Junhyuck Kim, Keon Lee, Jonghyun Lee, Inkyu Park, Byeong-Uk Lee, Jaeyoung Hwang, Jaewoo Ahn, Ameya Sunil Mahabaleshwarkar, Bilal Kartal, Pritam Biswas, Yoshi Suhara, Kangwook Lee, Jaewoong Cho
2025 — conf
When2Call: When (not) to Call Tools.
NAACL (Long Papers)
Hayley Ross, Ameya Sunil Mahabaleshwarkar, Yoshi Suhara
2025 J jnl
When2Call: When (not) to Call Tools.
CoRR
Hayley Ross, Ameya Sunil Mahabaleshwarkar, Yoshi Suhara
2025 — conf
Your Large Language Models are Leaving Fingerprints.
COLING Workshops
Hope McGovern, Rickard Stureborg, Yoshi Suhara, Dimitris Alikaniotis
2024 — conf
Characterizing the Confidence of Large Language Model-Based Automatic Evaluation Metrics.
EACL (2)
Rickard Stureborg, Dimitris Alikaniotis, Yoshi Suhara
2024 J jnl
Hymba: A Hybrid-head Architecture for Small Language Models.
CoRR
Xin Dong, Yonggan Fu, Shizhe Diao, Wonmin Byeon, Zijia Chen, Ameya Sunil Mahabaleshwarkar, Shih-Yang Liu, Matthijs Van Keirsbilck, Min-Hung Chen, Yoshi Suhara, Yingyan Lin, Jan Kautz, Pavlo Molchanov
2024 J jnl
Large Language Models are Inconsistent and Biased Evaluators.
CoRR
Rickard Stureborg, Dimitris Alikaniotis, Yoshi Suhara
2024 B conf
Noisy Pairing and Partial Supervision for Stylized Opinion Summarization.
INLG
Hayate Iso, Xiaolan Wang, Yoshi Suhara
2024 J jnl
Source Identification in Abstractive Summarization & Characterizing the Confidence of Large Language Model-Based Automatic Evaluation Metrics.
J. Nat. Lang. Process.
Yoshi Suhara
2024 — conf
Source Identification in Abstractive Summarization.
EACL (2)
Yoshi Suhara, Dimitris Alikaniotis
2024 J jnl
Source Identification in Abstractive Summarization.
CoRR
Yoshi Suhara, Dimitris Alikaniotis
2024 J jnl
Your Large Language Models Are Leaving Fingerprints.
CoRR
Hope McGovern, Rickard Stureborg, Yoshi Suhara, Dimitris Alikaniotis
2023 J jnl
Effective entity matching with transformers.
VLDB J.
Yuliang Li, Jinfeng Li, Yoshi Suhara, AnHai Doan, Wang-Chiew Tan
2022 A* conf
Beyond Opinion Mining: Summarizing Opinions of Customer Reviews.
SIGIR
Reinald Kim Amplayo, Arthur Brazinskas, Yoshi Suhara, Xiaolan Wang, Bing Liu
2022 J jnl
Beyond Opinion Mining: Summarizing Opinions of Customer Reviews.
CoRR
Reinald Kim Amplayo, Arthur Brazinskas, Yoshi Suhara, Xiaolan Wang, Bing Liu
2022 J jnl
Noisy Pairing and Partial Supervision for Opinion Summarization.
CoRR
Hayate Iso, Xiaolan Wang, Yoshi Suhara
2022 A* conf
Summarizing Community-based Question-Answer Pairs.
EMNLP
Ting-Yao Hsu, Yoshi Suhara, Xiaolan Wang
2022 J jnl
Summarizing Community-based Question-Answer Pairs.
CoRR
Ting-Yao Hsu, Yoshi Suhara, Xiaolan Wang