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• MeRino: Entropy-Driven Design for Generative Language Models on IoT Devices

  Youpeng Zhao, Ming Lin, Huadong Tang, Qiang Wu, Jun Wang

  22840-22848

  2025-04-11

• ALPHA: Action-Based Learning for Pluralistic Human Alignment in Large Language Models

  Aanisha Bhattacharyya, Susmit Agrawal, Yaman Kumar Singla, Tarun Ram Menta, Nikitha Sr, Rajiv Ratn Shah, Changyou Chen, Balaji Krishnamurthy

  37249-37258

  2026-03-14

• C-GNN-PRUNE: A Unified Graph-Based Framework for Structure-Aware Pruning of Mixture-of-Experts Models

  Lin Li, Yan Wang, Zhuopeng Wang

  22976-22984

  2026-03-14

• Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models

  Wangchunshu Zhou, Ke Xu

  9717-9724

  2020-04-03

• DSGram: Dynamic Weighting Sub-Metrics for Grammatical Error Correction in the Era of Large Language Models

  Jinxiang Xie, Yilin Li, Xunjian Yin, Xiaojun Wan

  25561-25569

  2025-04-11

• “As Eastern Powers, I Will Veto.”: An Investigation of Nation-Level Bias of Large Language Models in International Relations

  Jonghyeon Choi, Yeonjun Choi, Hyun-chul Kim, Beakcheol Jang

  30404-30412

  2026-03-14

• Language Model Meets Prototypes: Towards Interpretable Text Classification Models through Prototypical Networks

  Ximing Wen

  29307-29308

  2025-04-11

• Carburacy: Summarization Models Tuning and Comparison in Eco-Sustainable Regimes with a Novel Carbon-Aware Accuracy

  Gianluca Moro, Luca Ragazzi, Lorenzo Valgimigli

  14417-14425

  2023-06-26

• Align to Structure: Aligning Large Language Models with Structural Information

  Zae Myung Kim, Anand Ramachandran, Farideh Tavazoee, Joo-Kyung Kim, Oleg Rokhlenko, Dongyeop Kang

  37519-37528

  2026-03-14

• Interpreting Deep Models for Text Analysis via Optimization and Regularization Methods

  Hao Yuan, Yongjun Chen, Xia Hu, Shuiwang Ji

  5717-5724

  2019-07-17

• Learning Models of Sequential Decision-Making with Partial Specification of Agent Behavior

  Vaibhav V. Unhelkar, Julie A. Shah

  2522-2530

  2019-07-17

• Concepts from Representations: Post-hoc Concept Bottleneck Models via Sparse Decomposition of Visual Representations

  Shizhan Gong, Xiaofan Zhang, Qi Dou

  4275-4283

  2026-03-14

• Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models

  Yuanzhao Zhai, Tingkai Yang, Kele Xu, Dawei Feng, Cheng Yang, Bo Ding, Huaimin Wang

  27161-27169

  2025-04-11

• Asking the Right Questions: Learning Interpretable Action Models Through Query Answering

  Pulkit Verma, Shashank Rao Marpally, Siddharth Srivastava

  12024-12033

  2021-05-18

• How to Protect Copyright Data in Optimization of Large Language Models?

  Timothy Chu, Zhao Song, Chiwun Yang

  17871-17879

  2024-03-24

• Label Confusion Learning to Enhance Text Classification Models

  Biyang Guo, Songqiao Han, Xiao Han, Hailiang Huang, Ting Lu

  12929-12936

  2021-05-18

• Spatial Clustering of Citizen Science Data Improves Downstream Species Distribution Models

  Nahian Ahmed, Mark Roth, Tyler A. Hallman, W. Douglas Robinson, Rebecca A. Hutchinson

  27775-27783

  2025-04-11

• Large Language Models Struggle with Unreasonability in Math Problems

  Jingyuan Ma, Damai Dai, Zihang Yuan, Rui Li, Weilin Luo, Bin Wang, Qun Liu, Lei Sha, Zhifang Sui

  32428-32436

  2026-03-14

• Evaluating Commonsense in Pre-Trained Language Models

  Xuhui Zhou, Yue Zhang, Leyang Cui, Dandan Huang

  9733-9740

  2020-04-03

• Bi-level Personalization for Federated Foundation Models: A Task-vector Aggregation Approach

  Yiyuan Yang, Guodong Long, Qinghua Lu, Liming Zhu, Jing Jiang

  27702-27710

  2026-03-14

• RAP-SR: RestorAtion Prior Enhancement in Diffusion Models for Realistic Image Super-Resolution

  Jiangang Wang, Qingnan Fan, Jinwei Chen, Hong Gu, Feng Huang, Wenqi Ren

  7727-7735

  2025-04-11

• Controlling Equational Reasoning in Large Language Models with Prompt Interventions

  Jordan Meadows, Marco Valentino, André Freitas

  24858-24866

  2025-04-11

• DOMBA: Double Model Balancing for Access-Controlled Language Models via Minimum-Bounded Aggregation

  Tom Segal, Asaf Shabtai, Yuval Elovici

  25101-25109

  2025-04-11

• On the Transferability of Pre-trained Language Models: A Study from Artificial Datasets

  Cheng-Han Chiang, Hung-yi Lee

  10518-10525

  2022-06-28

• Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis

  Liat Ein-Dor, Ilya Shnayderman, Artem Spector, Lena Dankin, Ranit Aharonov, Noam Slonim

  10608-10617

  2022-06-28