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• Few-Shot Learning via Repurposing Ensemble of Black-Box Models

  Minh Hoang, Trong Nghia Hoang

  12448-12455

  2024-03-24

• Play the Shannon Game with Language Models: A Human-Free Approach to Summary Evaluation

  Nicholas Egan, Oleg Vasilyev, John Bohannon

  10599-10607

  2022-06-28

• GUIDER: Uncertainty Guided Dynamic Re-ranking for Large Language Models Based Recommender Systems

  Cai Xu, Xujing Wang, Ziyu Guan, Wei Zhao, Meng Yan

  16049-16057

  2026-03-14

• Deep Fusing Pre-trained Models into Neural Machine Translation

  Rongxiang Weng, Heng Yu, Weihua Luo, Min Zhang

  11468-11476

  2022-06-28

• Leashing the Inner Demons: Self-Detoxification for Language Models

  Canwen Xu, Zexue He, Zhankui He, Julian McAuley

  11530-11537

  2022-06-28

• Exploring Depth Generalization in Large Language Models for Solving Recursive Logic Tasks

  Zhiyuan He

  30996-31004

  2026-03-14

• PLMmark: A Secure and Robust Black-Box Watermarking Framework for Pre-trained Language Models

  Peixuan Li, Pengzhou Cheng, Fangqi Li, Wei Du, Haodong Zhao, Gongshen Liu

  14991-14999

  2023-06-26

• Enhancing Aging Biomarker Research through Large Language Models and Knowledge Graphs (Student Abstract)

  Srikar Reddy Gadusu, Yiğit Küçük, Vania Santillana, Aaron King, Hande Küçük McGinty

  29371-29373

  2025-04-11

• Model-Based Diagnosis for Cyber-Physical Production Systems Based on Machine Learning and Residual-Based Diagnosis Models

  Andreas Bunte, Benno Stein, Oliver Niggemann

  2727-2735

  2019-07-17

• QADiver: Interactive Framework for Diagnosing QA Models

  Gyeongbok Lee, Sungdong Kim, Seung-won Hwang

  9861-9862

  2019-07-17

• MaFeRw: Query Rewriting with Multi-Aspect Feedbacks for Retrieval-Augmented Large Language Models

  Yujing Wang, Hainan Zhang, Liang Pang, Binghui Guo, Hongwei Zheng, Zhiming Zheng

  25434-25442

  2025-04-11

• Investigating Social Bias Propagation in Federated Fine-tuning of Large Language Models

  Jiaxu Zhao, Meng Fang, Mingze Zhong, Shunfeng Zheng, Ling Chen, Mykola Pechenizkiy

  39637-39645

  2026-03-14

• Do Retrieval Augmented Language Models Know When They Don’t Know?

  Youchao Zhou, Heyan Huang, Yicheng Liu, Rui Dai, Xinglin Wang, Xingchen Zhang, Shumin Shi, Yang Deng

  35158-35166

  2026-03-14

• Learning Theorem Rationale for Improving the Mathematical Reasoning Capability of Large Language Models

  Yu Sheng, Linjing Li, Daniel Dajun Zeng

  15151-15159

  2025-04-11

• Adapting Animal Models to Assess Sufficiency of Fluid Resuscitation in Humans (Student Abstract)

  Ryan Schuerkamp, Xinyu Li, Brian Kunzer, Leonard S. Weiss, Hernando Gómez, Francis X. Guyette, Michael R. Pinsky, Artur Dubrawski

  23644-23646

  2024-03-24

• Finite Based Contraction and Expansion via Models

  Ricardo Guimarães, Ana Ozaki, Jandson S. Ribeiro

  6389-6397

  2023-06-26

• DR-Label: Label Deconstruction and Reconstruction of GNN Models for Catalysis Systems

  Bowen Wang, Chen Liang, Jiaze Wang, Jiezhong Qiu, Furui Liu, Shaogang Hao, Dong Li, Guangyong Chen, Xiaolong Zou, Pheng Ann Heng

  15456-15465

  2024-03-24

• Hypothesis-Driven Reasoning for Large Language Models

  Aakash Kumar Agarwal, Moyuru Yamada

  1686-1693

  2026-03-14

• ORACLE: Optimizing Reasoning Abilities of Large Language Models via Constraint-Led Synthetic Data Elicitation

  Zhuojie Yang, Wentao Wan, Keze Wang

  34378-34386

  2026-03-14

• Mitigating Social Bias in Large Language Models: A Multi-Objective Approach Within a Multi-Agent Framework

  Zhenjie Xu, Wenqing Chen, Yi Tang, Xuanying Li, Cheng Hu, Zhixuan Chu, Kui Ren, Zibin Zheng, Zhichao Lu

  25579-25587

  2025-04-11

• Investigating and Mitigating Undesirable Biases in Large Language Models

  Mahammed Kamruzzaman

  29273-29274

  2025-04-11

• SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models

  Linqin Wang, Yaping Liu, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Yuxin Huang, Wenjun Wang, Ling Dong

  25380-25388

  2025-04-11

• CMedBench: A Comprehensive Benchmark for Efficient Medical Large Language Models

  Shengbo Gao, Jinyang Guo, Lixian Su, Yifu Ding, Shiqiao Gu, Aishan Liu, Yuqing Ma, Zhiwang Zhang, Xianglong Liu

  21198-21206

  2026-03-14

• BATIS: Bayesian Approaches for Targeted Improvement of Species Distribution Models

  Catherine Villeneuve, Benjamin Akera, Mélisande Teng, David Rolnick

  39358-39367

  2026-03-14

• InpDiffusion: Image Inpainting Localization via Conditional Diffusion Models

  Kai Wang, Shaozhang Niu, Qixian Hao, Jiwei Zhang

  7771-7779

  2025-04-11