Summarizing Community-based Question-Answer Pairs. - Ting-Yao Hsu; Yoshi Suhara; Xiaolan Wang 001 (EMNLP, 2022)

Beyond Opinion Mining: Summarizing Opinions of Customer Reviews. - Reinald Kim Amplayo; Arthur Brazinskas; Yoshi Suhara; Xiaolan Wang 001; Bing Liu 001 (SIGIR, 2022)

Noisy Pairing and Partial Supervision for Opinion Summarization. - Hayate Iso; Xiaolan Wang 001; Yoshi Suhara (CoRR, 2022)

Effective entity matching with transformers. - Yuliang Li 001; Jinfeng Li; Yoshi Suhara; AnHai Doan; Wang-Chiew Tan (VLDB J., 2023)

Characterizing the Confidence of Large Language Model-Based Automatic Evaluation Metrics. - Rickard Stureborg; Dimitris Alikaniotis; Yoshi Suhara (EACL (2), 2024)

Source Identification in Abstractive Summarization. - Yoshi Suhara; Dimitris Alikaniotis (EACL (2), 2024)

Noisy Pairing and Partial Supervision for Stylized Opinion Summarization. - Hayate Iso; Xiaolan Wang 001; Yoshi Suhara (INLG, 2024)

Large Language Models are Inconsistent and Biased Evaluators. - Rickard Stureborg; Dimitris Alikaniotis; Yoshi Suhara (CoRR, 2024)

Your Large Language Models are Leaving Fingerprints. - Hope McGovern; Rickard Stureborg; Yoshi Suhara; Dimitris Alikaniotis (COLING Workshops, 2025)

Hymba: A Hybrid-head Architecture for Small Language Models. - Xin Dong 009; 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; et al. (ICLR, 2025)

When2Call: When (not) to Call Tools. - Hayley Ross; Ameya Sunil Mahabaleshwarkar; Yoshi Suhara (NAACL (Long Papers), 2025)

Efficient Hybrid Language Model Compression through Group-Aware SSM Pruning. - 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; et al. (CoRR, 2025)

CLIMB: CLustering-based Iterative Data Mixture Bootstrapping for Language Model Pre-training. - Shizhe Diao; Yu Yang; Yonggan Fu; Xin Dong 009; Dan Su 003; Markus Kliegl; Zijia Chen; Peter Belcak; Yoshi Suhara; Hongxu Yin; Mostofa Patwary; Yingyan Lin; et al. (CoRR, 2025)

Llama-Nemotron: Efficient Reasoning Models. - Akhiad Bercovich; Itay Levy; Izik Golan; Mohammad Dabbah; Ran El-Yaniv; Omri Puny; Ido Galil; Zach Moshe; Tomer Ronen; Najeeb Nabwani; Ido Shahaf; Oren Tropp; et al. (CoRR, 2025)

Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games. - 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; et al. (CoRR, 2025)