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• Confidence Estimation for Text-to-SQL in Large Language Models

  Sepideh Entezari Maleki, Mohammadreza Pourreza, Davood Rafiei

  32474-32482

  2026-03-14

• Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics

  Sean Welleck, Peter West, Jize Cao, Yejin Choi

  8629-8637

  2022-06-28

• Towards Inclusive AI: Advancing Multilingual Large Language Models

  Wenxuan Zhang

  39848-39848

  2026-03-14

• Towards Debiasing DNN Models from Spurious Feature Influence

  Mengnan Du, Ruixiang Tang, Weijie Fu, Xia Hu

  9521-9528

  2022-06-28

• Leveraging Large Language Models for Wind Energy Assessment

  Janice Anta Zebaze, Azanzi Jiomekong, Innocent Souopgui, Germaine Djuidje Kenmoé

  29315-29316

  2025-04-11

• 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

• NLSR: Neuron-Level Safety Realignment of Large Language Models Against Harmful Fine-Tuning

  Xin Yi, Shunfan Zheng, Linlin Wang, Gerard de Melo, Xiaoling Wang, Liang He

  25706-25714

  2025-04-11

• 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

• Distributed Stochastic Nested Optimization for Emerging Machine Learning Models: Algorithm and Theory

  Hongchang Gao

  15437-15437

  2024-07-15

• 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

• 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

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

  Minh Hoang, Trong Nghia Hoang

  12448-12455

  2024-03-24

• TransFR: Transferable Federated Recommendation with Adapter Tuning on Pre-trained Language Models

  Honglei Zhang, Zhiwei Li, Haoxuan Li, Xin Zhou, Jie Zhang, Yidong Li

  28212-28220

  2026-03-14

• An MRP Formulation for Supervised Learning: Generalized Temporal Difference Learning Models (Abstract Reprint)

  Yangchen Pan, Junfeng Wen, Chenjun Xiao, Philip Torr

  39887-39887

  2026-03-14

• Semantics-Preserving Adversarial Attacks on Event-Driven Stock Prediction Models

  Aofan Liu, Haoxuan Li, Hongjian Xing, Yuguo Yin, Zijun Li, Yiyan Qi

  37645-37653

  2026-03-14

• Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning

  Shuzheng Si, Haozhe Zhao, Cheng Gao, Yuzhuo Bai, Zhitong Wang, Bofei Gao, Kangyang Luo, Wenhao Li, Yufei Huang, Gang Chen, Fanchao Qi, Minjia Zhang, Baobao Chang, Maosong Sun

  33001-33009

  2026-03-14

• Zero-Shot Low-Light Image Enhancement via Latent Diffusion Models

  Yan Huang, Xiaoshan Liao, Jinxiu Liang, Yuhui Quan, Boxin Shi, Yong Xu

  3815-3823

  2025-04-11

• Discovering Hybrid World Representations with Co-Evolving Foundation Models

  Jiajun Wu, Yunzhi Zhang, Hong-Xing Yu, Joy Hsu, Jiayuan Mao

  41020-41024

  2026-03-14

• SL-CBM: Enhancing Concept Bottleneck Models with Semantic Locality for Better Interpretability

  Hanwei Zhang, Luo Cheng, Rui Wen, Yang Zhang, Lijun Zhang, Holger Hermanns

  38093-38101

  2026-03-14

• EchoDiffusion: Waveform Conditioned Diffusion Models for Echo-Based Depth Estimation

  Wenjie Zhang, Jun Yin, Long Ma, Peng Yu, Xiaoheng Jiang, Zhen Tian, Mingliang Xu

  22578-22586

  2025-04-11

• Machine Learning Models Assisting the Development of Antibody Therapeutics and Vaccines – an Emerging Trend

  Felipe Leno da Silva, Mikel Landajuela, Edwin A. Saada, Piyush Karande, Sudeep Sarma, Igor D'Angelo, Simone Conti, Daniel Faissol

  41006-41012

  2026-03-14

• Finite Based Contraction and Expansion via Models

  Ricardo Guimarães, Ana Ozaki, Jandson S. Ribeiro

  6389-6397

  2023-06-26

• Exploring Iterative Enhancement for Improving Learnersourced Multiple-Choice Question Explanations with Large Language Models

  Qiming Bao, Juho Leinonen, Alex Yuxuan Peng, Wanjun Zhong, Gaël Gendron, Timothy Pistotti, Alice Huang, Paul Denny, Michael Witbrock, Jiamou Liu

  28955-28963

  2025-04-11

• CogSQL: A Cognitive Framework for Enhancing Large Language Models in Text-to-SQL Translation

  Hongwei Yuan, Xiu Tang, Ke Chen, Lidan Shou, Gang Chen, Huan Li

  25778-25786

  2025-04-11