Deep Learning Monitor - Find new Arxiv papers, tweets and Reddit posts for you

Sylvestre-Alvise Rebuffi, Tuan Tran, Valeriu Lacatusu, Pierre Fernandez, Tomáš Souček, Nikola Jovanović, Tom Sander, Hady Elsahar, Alexandre Mourachko

2026-01-22

Error Analysis of Bayesian Inverse Problems with Generative Priors

Bamdad Hosseini, Ziqi Huang

2026-01-24

Sub-Region-Aware Modality Fusion and Adaptive Prompting for Multi-Modal Brain Tumor Segmentation

Shadi Alijani, Fereshteh Aghaee Meibodi, Homayoun Najjaran

2026-01-22

Continual Knowledge Adaptation for Reinforcement Learning

Jinwu Hu, Zihao Lian, Zhiquan Wen, Chenghao Li, Guohao Chen, Xutao Wen, Bin Xiao, Mingkui Tan

2026-01-20

Machine learning based radiative parameterization scheme and its performance in operational reforecast experiments

Hao Jing, Sa Xiao, Haoyu Li, Huadong Xiao, Wei Xue

2026-01-20

BPINN-EM-Post: Bayesian Physics-Informed Neural Network based Stochastic Electromigration Damage Analysis in the Post-void Phase

Subed Lamichhane, Haotian Lu, Sheldon X. -D. Tan

2026-01-20

FinForge: Semi-Synthetic Financial Benchmark Generation

Glenn Matlin, Akhil Theerthala, Anant Gupta, Anirudh JM, Rayan Castilla, Yi Mei Ng, Sudheer Chava

2026-01-20

Comparing Without Saying: A Dataset and Benchmark for Implicit Comparative Opinion Mining from Same-User Reviews

Thanh-Lam T. Nguyen, Ngoc-Quang Le, Quoc-Trung Phu, Thi-Phuong Le, Ngoc-Huyen Pham, Phuong-Nguyen Nguyen, Hoang-Quynh Le

2026-01-20

EVOREFUSE: Evolutionary Prompt Optimization for Evaluation and Mitigation of LLM Over-Refusal to Pseudo-Malicious Instructions

Xiaorui Wu, Fei Li, Xiaofeng Mao, Xin Zhang, Li Zheng, Yuxiang Peng, Chong Teng, Donghong Ji, Zhuang Li

2026-01-20

Behavior Knowledge Merge in Reinforced Agentic Models

Xiangchi Yuan, Dachuan Shi, Chunhui Zhang, Zheyuan Liu, Shenglong Yao, Soroush Vosoughi, Wenke Lee

2026-01-20

Multi-objective fluorescent molecule design with a data-physics dual-driven generative framework

Yanheng Li, Zhichen Pu, Lijiang Yang, Zehao Zhou, Yi Qin Gao

2026-01-20

ButterflyMoE: Sub-Linear Ternary Experts via Structured Butterfly Orbits

Aryan Karmore

2026-01-20

Reasoning is a Modality

Zhiguang Liu, Yi Shang

2026-01-20

AgentGC: Evolutionary Learning-based Lossless Compression for Genomics Data with LLM-driven Multiple Agent

Sun Hui, Ding Yanfeng, Huidong Ma, Chang Xu, Keyan Jin, Lizheng Zu, Cheng Zhong, xiaoguang Liu, Gang Wang, Wentong Cai

2026-01-20

Leveraging ChatGPT and Other NLP Methods for Identifying Risk and Protective Behaviors in MSM: Social Media and Dating apps Text Analysis

Mehrab Beikzadeh, Chenglin Hong, Cory J Cascalheira, Callisto Boka, Majid Sarrafzadeh, Ian W Holloway

2026-01-20

DiffFace-Edit: A Diffusion-Based Facial Dataset for Forgery-Semantic Driven Deepfake Detection Analysis

Feng Ding, Wenhui Yi, Xinan He, Mengyao Xiao, Jianfeng Xu, Jianqiang Du

2026-01-20

Zero-Knowledge Federated Learning: A New Trustworthy and Privacy-Preserving Distributed Learning Paradigm

Taotao Wang, Yuxin Jin, Qing Yang, Yihan Xia, Long Shi, Shengli Zhang

2026-01-20

When Wording Steers the Evaluation: Framing Bias in LLM judges

Yerin Hwang, Dongryeol Lee, Taegwan Kang, Minwoo Lee, Kyomin Jung

2026-01-20

MN-TSG:Continuous Time Series Generation with Irregular Observations

Xu Zhang, Junwei Deng, Chang Xu, Hao Li, Jiang Bian

2026-01-20

ELO: Efficient Layer-Specific Optimization for Continual Pretraining of Multilingual LLMs

HanGyeol Yoo, ChangSu Choi, Minjun Kim, Seohyun Song, SeungWoo Song, Inho Won, Jongyoul Park, Cheoneum Park, KyungTae Lim

2026-01-20

Network-Level Measures of Mobility from Aggregated Origin-Destination Data

Alisha Foster, David A. Meyer, Asif Shakeel

2026-01-20

A multimodal vision foundation model for generalizable knee pathology

Kang Yu, Dingyu Wang, Zimu Yuan, Nan Zhou, Jiajun Liu, Jiaxin Liu, Shanggui Liu, Yaoyan Zheng, Huishu Yuan, Di Huang, Dong Jiang

2026-01-26

Fresh Papers

Reward-free Alignment for Conflicting Objectives

Peter Chen, Xiaopeng Li, Xi Chen, Tianyi Lin

2026-02-02

MEG-XL: Data-Efficient Brain-to-Text via Long-Context Pre-Training

Dulhan Jayalath, Oiwi Parker Jones

2026-02-02

PixelGen: Pixel Diffusion Beats Latent Diffusion with Perceptual Loss

Zehong Ma, Ruihan Xu, Shiliang Zhang

2026-02-02

New explanations and inference for least angle regression

Karl B. Gregory, Daniel J. Nordman

2026-02-02

DESIGNER: Design-Logic-Guided Multidisciplinary Data Synthesis for LLM Reasoning

Weize Liu, Yongchi Zhao, Yijia Luo, Mingyu Xu, Jiaheng Liu, Yanan Li, Xiguo Hu, Zhiqi Bai, Yuchi Xu, Wenbo Su, Bo Zheng

2026-02-02

RLAnything: Forge Environment, Policy, and Reward Model in Completely Dynamic RL System

Yinjie Wang, Tianbao Xie, Ke Shen, Mengdi Wang, Ling Yang

2026-02-02

RE-TRAC: REcursive TRAjectory Compression for Deep Search Agents

Jialiang Zhu, Gongrui Zhang, Xiaolong Ma, Lin Xu, Miaosen Zhang, Ruiqi Yang, Song Wang, Kai Qiu, Zhirong Wu, Qi Dai, Ruichun Ma, Bei Liu, Yifan Yang, Chong Luo, Zhengyuan Yang, Linjie Li, Lijuan Wang, Weizhu Chen, Xin Geng, Baining Guo

2026-02-02

Expanding the Capabilities of Reinforcement Learning via Text Feedback

Yuda Song, Lili Chen, Fahim Tajwar, Remi Munos, Deepak Pathak, J. Andrew Bagnell, Aarti Singh, Andrea Zanette

2026-02-02

Flow Policy Gradients for Robot Control

Brent Yi, Hongsuk Choi, Himanshu Gaurav Singh, Xiaoyu Huang, Takara E. Truong, Carmelo Sferrazza, Yi Ma, Rocky Duan, Pieter Abbeel, Guanya Shi, Karen Liu, Angjoo Kanazawa

2026-02-02

Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment

Yuming Yang, Mingyoung Lai, Wanxu Zhao, Xiaoran Fan, Zhiheng Xi, Mingqi Wu, Chiyue Huang, Jun Zhao, Haijun Lv, Jian Tong, Yunhua Zhou, Yicheng Zou, Qipeng Guo, Tao Gui, Qi Zhang, Xuanjing Huang

2026-02-02

Training LLMs for Divide-and-Conquer Reasoning Elevates Test-Time Scalability

Xiao Liang, Zhong-Zhi Li, Zhenghao Lin, Eric Hancheng Jiang, Hengyuan Zhang, Yelong Shen, Kai-Wei Chang, Ying Nian Wu, Yeyun Gong, Weizhu Chen

2026-02-02

AgentRx: Diagnosing AI Agent Failures from Execution Trajectories

Shraddha Barke, Arnav Goyal, Alind Khare, Avaljot Singh, Suman Nath, Chetan Bansal

2026-02-02

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents

Haozhen Zhang, Quanyu Long, Jianzhu Bao, Tao Feng, Weizhi Zhang, Haodong Yue, Wenya Wang

2026-02-02

HumanX: Toward Agile and Generalizable Humanoid Interaction Skills from Human Videos

Yinhuai Wang, Qihan Zhao, Yuen Fui Lau, Runyi Yu, Hok Wai Tsui, Qifeng Chen, Jingbo Wang, Jiangmiao Pang, Ping Tan

2026-02-02

SPARKLING: Balancing Signal Preservation and Symmetry Breaking for Width-Progressive Learning

Qifan Yu, Xinyu Ma, Zhijian Zhuo, Minrui Wang, Deyi Liu, Shiyi Zhan, Yiyuan Ma, Liang Xiang, Xingyan Bin, Di He

2026-02-02

Multi-head automated segmentation by incorporating detection head into the contextual layer neural network

Edwin Kys, Febian Febian

2026-02-02

Breaking the Reversal Curse in Autoregressive Language Models via Identity Bridge

Xutao Ma, Yixiao Huang, Hanlin Zhu, Somayeh Sojoudi

2026-02-02

Age-Aware Edge-Blind Federated Learning via Over-the-Air Aggregation

Ahmed M. Elshazly, Ahmed Arafa

2026-02-02

Helios 2.0: A Robust, Ultra-Low Power Gesture Recognition System Optimised for Event-Sensor based Wearables

Prarthana Bhattacharyya, Joshua Mitton, Ryan Page, Owen Morgan, Oliver Powell, Benjamin Menzies, Gabriel Homewood, Kemi Jacobs, Paolo Baesso, Taru Muhonen, Richard Vigars, Louis Berridge

2026-02-02

Avenir-Web: Human-Experience-Imitating Multimodal Web Agents with Mixture of Grounding Experts

Aiden Yiliu Li, Xinyue Hao, Shilong Liu, Mengdi Wang

2026-02-02

Indications of Belief-Guided Agency and Meta-Cognitive Monitoring in Large Language Models

Noam Steinmetz Yalon, Ariel Goldstein, Liad Mudrik, Mor Geva

2026-02-02

MentisOculi: Revealing the Limits of Reasoning with Mental Imagery

Jana Zeller, Thaddäus Wiedemer, Fanfei Li, Thomas Klein, Prasanna Mayilvahanan, Matthias Bethge, Felix Wichmann, Ryan Cotterell, Wieland Brendel

2026-02-02

From Directions to Regions: Decomposing Activations in Language Models via Local Geometry

Or Shafran, Shaked Ronen, Omri Fahn, Shauli Ravfogel, Atticus Geiger, Mor Geva

2026-02-02

Abstract Activation Spaces for Content-Invariant Reasoning in Large Language Models

Gabriele Maraia, Marco Valentino, Fabio Massimo Zanzotto, Leonardo Ranaldi

2026-02-02

Conflict-Aware Client Selection for Multi-Server Federated Learning

Mingwei Hong, Zheng Lin, Zehang Lin, Lin Li, Miao Yang, Xia Du, Zihan Fang, Zhaolu Kang, Dianxin Luan, Shunzhi Zhu

2026-02-02

Drift-Bench: Diagnosing Cooperative Breakdowns in LLM Agents under Input Faults via Multi-Turn Interaction

Han Bao, Zheyuan Zhang, Pengcheng Jing, Zhengqing Yuan, Kaiwen Shi, Yanfang Ye

2026-02-02

World-Gymnast: Training Robots with Reinforcement Learning in a World Model

Ansh Kumar Sharma, Yixiang Sun, Ninghao Lu, Yunzhe Zhang, Jiarao Liu, Sherry Yang

2026-02-02

Thinking with Comics: Enhancing Multimodal Reasoning through Structured Visual Storytelling

Andong Chen, Wenxin Zhu, Qiuyu Ding, Yuchen Song, Muyun Yang, Tiejun Zhao

2026-02-02

Active Causal Experimentalist (ACE): Learning Intervention Strategies via Direct Preference Optimization

Patrick Cooper, Alvaro Velasquez

2026-02-02

Finite-Sample Wasserstein Error Bounds and Concentration Inequalities for Nonlinear Stochastic Approximation

Seo Taek Kong, R. Srikant

2026-02-02

reinforcement learning

Continual Knowledge Adaptation for Reinforcement Learning

Jinwu Hu, Zihao Lian, Zhiquan Wen, Chenghao Li, Guohao Chen, Xutao Wen, Bin Xiao, Mingkui Tan

2026-01-20

Logics-STEM: Empowering LLM Reasoning via Failure-Driven Post-Training and Document Knowledge Enhancement

Mingyu Xu, Cheng Fang, Keyue Jiang, Yuqian Zheng, Yanghua Xiao, Baojian Zhou, Qifang Zhao, Suhang Zheng, Xiuwen Zhu, Jiyang Tang, Yongchi Zhao, Yijia Luo, Zhiqi Bai, Yuchi Xu, Wenbo Su, Wei Wang, Bing Zhao, Lin Qu, Xiaoxiao Xu

2026-01-20

Behavior Knowledge Merge in Reinforced Agentic Models

Xiangchi Yuan, Dachuan Shi, Chunhui Zhang, Zheyuan Liu, Shenglong Yao, Soroush Vosoughi, Wenke Lee

2026-01-20

Towards Reinforcement Learning from Neural Feedback: Mapping fNIRS Signals to Agent Performance

Julia Santaniello, Matthew Russell, Benson Jiang, Donatello Sassaroli, Robert Jacob, Jivko SInapov

2026-01-20

Reasoning While Recommending: Entropy-Guided Latent Reasoning in Generative Re-ranking Models

Changshuo Zhang

2026-01-20

Jet-RL: Enabling On-Policy FP8 Reinforcement Learning with Unified Training and Rollout Precision Flow

Haocheng Xi, Charlie Ruan, Peiyuan Liao, Yujun Lin, Han Cai, Yilong Zhao, Shuo Yang, Kurt Keutzer, Song Han, Ligeng Zhu

2026-01-20

Spatiotemporal Wildfire Prediction and Reinforcement Learning for Helitack Suppression

Shaurya Mathur, Shreyas Bellary Manjunath, Nitin Kulkarni, Alina Vereshchaka

2026-01-20

Q-learning with Adjoint Matching

Qiyang Li, Sergey Levine

2026-01-20

KAGE-Bench: Fast Known-Axis Visual Generalization Evaluation for Reinforcement Learning

Egor Cherepanov, Daniil Zelezetsky, Alexey K. Kovalev, Aleksandr I. Panov

2026-01-20

Attention-Based Offline Reinforcement Learning and Clustering for Interpretable Sepsis Treatment

Punit Kumar, Vaibhav Saran, Divyesh Patel, Nitin Kulkarni, Alina Vereshchaka

2026-01-20

AnyTask: an Automated Task and Data Generation Framework for Advancing Sim-to-Real Policy Learning

Ran Gong, Xiaohan Zhang, Jinghuan Shang, Maria Vittoria Minniti, Jigarkumar Patel, Valerio Pepe, Riedana Yan, Ahmet Gundogdu, Ivan Kapelyukh, Ali Abbas, Xiaoqiang Yan, Harsh Patel, Laura Herlant, Karl Schmeckpeper

2026-01-20

InT: Self-Proposed Interventions Enable Credit Assignment in LLM Reasoning

Matthew Y. R. Yang, Hao Bai, Ian Wu, Gene Yang, Amrith Setlur, Aviral Kumar

2026-01-20

Differentiated Pickup Point Offering for Emission Reduction in Last-Mile Delivery

Albina Galiullina, Wouter van Heeswijk, Tom van Woensel

2026-01-20

Toward Efficient Agents: Memory, Tool learning, and Planning

Xiaofang Yang, Lijun Li, Heng Zhou, Tong Zhu, Xiaoye Qu, Yuchen Fan, Qianshan Wei, Rui Ye, Li Kang, Yiran Qin, Zhiqiang Kou, Daizong Liu, Qi Li, Ning Ding, Siheng Chen, Jing Shao

2026-01-20

Diffusion-Guided Backdoor Attacks in Real-World Reinforcement Learning

Tairan Huang, Qingqing Ye, Yulin Jin, Jiawei Lian, Yi Wang, Haibo Hu

2026-01-20

Optimizing Energy and Data Collection in UAV-aided IoT Networks using Attention-based Multi-Objective Reinforcement Learning

Babacar Toure, Dimitrios Tsilimantos, Omid Esrafilian, Marios Kountouris

2026-01-20

RM-Distiller: Exploiting Generative LLM for Reward Model Distillation

Hongli Zhou, Hui Huang, Wei Liu, Chenglong Wang, Xingyuan Bu, Lvyuan Han, Fuhai Song, Muyun Yang, Wenhao Jiang, Hailong Cao, Tiejun Zhao

2026-01-20

RL-BioAug: Label-Efficient Reinforcement Learning for Self-Supervised EEG Representation Learning

Cheol-Hui Lee, Hwa-Yeon Lee, Dong-Joo Kim

2026-01-20

GenPO: Generative Diffusion Models Meet On-Policy Reinforcement Learning

Shutong Ding, Ke Hu, Shan Zhong, Haoyang Luo, Weinan Zhang, Jingya Wang, Jun Wang, Ye Shi

2026-01-20

Glance-or-Gaze: Incentivizing LMMs to Adaptively Focus Search via Reinforcement Learning

Hongbo Bai, Yujin Zhou, Yile Wu, Chi-Min Chan, Pengcheng Wen, Kunhao Pan, Sirui Han, Yike Guo

2026-01-20

Efficient Switchable Safety Control in LLMs via Magic-Token-Guided Co-Training

Jianfeng Si, Lin Sun, Zhewen Tan, Xiangzheng Zhang

2026-01-20

HyperWalker: Dynamic Hypergraph-Based Deep Diagnosis for Multi-Hop Clinical Modeling across EHR and X-Ray in Medical VLMs

Yuezhe Yang, Hao Wang, Yige Peng, Jinman Kim, Lei Bi

2026-01-20

TractRLFusion: A GPT-Based Multi-Critic Policy Fusion Framework for Fiber Tractography

Ankita Joshi, Ashutosh Sharma, Anoushkrit Goel, Ranjeet Ranjan Jha, Chirag Ahuja, Arnav Bhavsar, Aditya Nigam

2026-01-20

Enhancing Agentic RL with Progressive Reward Shaping and Value-based Sampling Policy Optimization

Jianghao Su, Xia Zeng, Luhui Liu, Chao Luo, Ye Chen, Zhuoran Zhuang

2026-01-20

Pre-Trained Policy Discriminators are General Reward Models

Shihan Dou, Shichun Liu, Yuming Yang, Yicheng Zou, Yunhua Zhou, Shuhao Xing, Chenhao Huang, Qiming Ge, Demin Song, Haijun Lv, Songyang Gao, Chengqi Lv, Enyu Zhou, Honglin Guo, Zhiheng Xi, Wenwei Zhang, Qipeng Guo, Qi Zhang, Xipeng Qiu, Xuanjing Huang, Tao Gui, Kai Chen

2026-01-20

Mathematical Framework for Custom Reward Functions in Job Application Evaluation using Reinforcement Learning

Shreyansh Jain, Madhav Singhvi, Shreya Rahul Jain, Pranav S, Dishaa Lokesh, Naren Chittibabu, Akash Anandhan

2026-01-20

From discrete-time policies to continuous-time diffusion samplers: Asymptotic equivalences and faster training

Julius Berner, Lorenz Richter, Marcin Sendera, Jarrid Rector-Brooks, Nikolay Malkin

2026-01-20

Finding RELIEF: Shaping Reasoning Behavior without Reasoning Supervision via Belief Engineering

Chak Tou Leong, Dingwei Chen, Heming Xia, Qingyu Yin, Sunbowen Lee, Jian Wang, Wenjie Li

2026-01-20

Beyond Fast and Slow: Cognitive-Inspired Elastic Reasoning for Large Language Models

Jinwu Hu, Dongjin Yang, Langyu Bian, Zhiquan Wen, Yufeng Wang, Yaofo Chen, Bin Xiao, Yuanqing Li, Mingkui Tan

2026-01-20

UVIP: Model-Free Approach to Evaluate Reinforcement Learning Algorithms

Denis Belomestny, Ilya Levin, Alexey Naumov, Sergey Samsonov

2026-01-20

language

Advances and Innovations in the Multi-Agent Robotic System (MARS) Challenge

Li Kang, Heng Zhou, Xiufeng Song, Rui Li, Bruno N. Y. Chen, Ziye Wang, Ximeng Meng, Stone Tao, Yiran Qin, Xiaohong Liu, Ruimao Zhang, Lei Bai, Yilun Du, Hao Su, Philip Torr, Zhenfei Yin, Ruihao Gong, Yejun Zeng, Fengjun Zhong, Shenghao Jin, Jinyang Guo, Xianglong Liu, Xiaojun Jia, Tianqi Shan, Wenqi Ren, Simeng Qin, Jialing Yang, Xiaoyu Ma, Tianxing Chen, Zixuan Li, Zijian Cai, Yan Qin, Yusen Qin, Qiangyu Chen, Kaixuan Wang, Zhaoming Han, Yao Mu, Ping Luo, Yuanqi Yao, Haoming Song, Jan-Nico Zaech, Fabien Despinoy, Danda Pani Paudel, Luc Van Gool

2026-01-26

Language-Guided and Motion-Aware Gait Representation for Generalizable Recognition

Zhengxian Wu, Chuanrui Zhang, Shenao Jiang, Hangrui Xu, Zirui Liao, Luyuan Zhang, Huaqiu Li, Peng Jiao, Haoqian Wang

2026-01-23

Translation via Annotation: A Computational Study of Translating Classical Chinese into Japanese

Zilong Li, Jie Cao

2026-01-21

Grammar-Aware Literate Generative Mathematical Programming with Compiler-in-the-Loop

Roberto Rossi, Steven D. Prestwich

2026-01-25

Vulnerability of LLMs' Belief Systems? LLMs Belief Resistance Check Through Strategic Persuasive Conversation Interventions

Fan Huang, Haewoon Kwak, Jisun An

2026-01-20

TREX: Tokenizer Regression for Optimal Data Mixture

Inho Won, Hangyeol Yoo, Minkyung Cho, Jungyeul Park, Hoyun Song, KyungTae Lim

2026-01-20

FinForge: Semi-Synthetic Financial Benchmark Generation

Glenn Matlin, Akhil Theerthala, Anant Gupta, Anirudh JM, Rayan Castilla, Yi Mei Ng, Sudheer Chava

2026-01-20

TurnGuide: Enhancing Meaningful Full Duplex Spoken Interactions via Dynamic Turn-Level Text-Speech Interleaving

Wenqian Cui, Lei Zhu, Xiaohui Li, Zhihan Guo, Haoli Bai, Lu Hou, Irwin King

2026-01-20

Comparing Without Saying: A Dataset and Benchmark for Implicit Comparative Opinion Mining from Same-User Reviews

Thanh-Lam T. Nguyen, Ngoc-Quang Le, Quoc-Trung Phu, Thi-Phuong Le, Ngoc-Huyen Pham, Phuong-Nguyen Nguyen, Hoang-Quynh Le

2026-01-20

EVOREFUSE: Evolutionary Prompt Optimization for Evaluation and Mitigation of LLM Over-Refusal to Pseudo-Malicious Instructions

Xiaorui Wu, Fei Li, Xiaofeng Mao, Xin Zhang, Li Zheng, Yuxiang Peng, Chong Teng, Donghong Ji, Zhuang Li

2026-01-20

Self-Improvement as Coherence Optimization: A Theoretical Account

Tianyi Qiu, Ahmed Hani Ismail, Zhonghao He, Shi Feng

2026-01-20

Learning Fine-Grained Correspondence with Cross-Perspective Perception for Open-Vocabulary 6D Object Pose Estimation

Yu Qin, Shimeng Fan, Fan Yang, Zixuan Xue, Zijie Mai, Wenrui Chen, Kailun Yang, Zhiyong Li

2026-01-20

Hierarchy-Aware Multimodal Unlearning for Medical AI

Fengli Wu, Vaidehi Patil, Jaehong Yoon, Yue Zhang, Mohit Bansal

2026-01-20

ButterflyMoE: Sub-Linear Ternary Experts via Structured Butterfly Orbits

Aryan Karmore

2026-01-20

Leveraging ChatGPT and Other NLP Methods for Identifying Risk and Protective Behaviors in MSM: Social Media and Dating apps Text Analysis

Mehrab Beikzadeh, Chenglin Hong, Cory J Cascalheira, Callisto Boka, Majid Sarrafzadeh, Ian W Holloway

2026-01-20

SCRIPTMIND: Crime Script Inference and Cognitive Evaluation for LLM-based Social Engineering Scam Detection System

Heedou Kim, Changsik Kim, Sanghwa Shin, Jaewoo Kang

2026-01-20

Patterning: The Dual of Interpretability

George Wang, Daniel Murfet

2026-01-20

TruthTensor: Evaluating LLMs Human Imitation through Prediction Market Drift and Holistic Reasoning

Shirin Shahabi, Spencer Graham, Haruna Isah

2026-01-20

Human or LLM as Standardized Patients? A Comparative Study for Medical Education

Bingquan Zhang, Xiaoxiao Liu, Yuchi Wang, Lei Zhou, Qianqian Xie, Benyou Wang

2026-01-20

Reasoning While Recommending: Entropy-Guided Latent Reasoning in Generative Re-ranking Models

Changshuo Zhang

2026-01-20

When Wording Steers the Evaluation: Framing Bias in LLM judges

Yerin Hwang, Dongryeol Lee, Taegwan Kang, Minwoo Lee, Kyomin Jung

2026-01-20

ELO: Efficient Layer-Specific Optimization for Continual Pretraining of Multilingual LLMs

HanGyeol Yoo, ChangSu Choi, Minjun Kim, Seohyun Song, SeungWoo Song, Inho Won, Jongyoul Park, Cheoneum Park, KyungTae Lim

2026-01-20

Thinking Longer, Not Always Smarter: Evaluating LLM Capabilities in Hierarchical Legal Reasoning

Li Zhang, Matthias Grabmair, Morgan Gray, Kevin Ashley

2026-01-20

DomainCQA: Crafting Knowledge-Intensive QA from Domain-Specific Charts

Yujing Lu, Ling Zhong, Jing Yang, Weiming Li, Peng Wei, Yongheng Wang, Manni Duan, Qing Zhang

2026-01-20

CatMaster: An Agentic Autonomous System for Computational Heterogeneous Catalysis Research

Honghao Chen, Jiangjie Qiu, Yi Shen Tew, Xiaonan Wang

2026-01-20

Unveiling and Mitigating Bias in Large Language Model Recommendations: A Path to Fairness

Anindya Bijoy Das, Shahnewaz Karim Sakib

2026-01-20

Disc3D: Automatic Curation of High-Quality 3D Dialog Data via Discriminative Object Referring

Siyuan Wei, Chunjie Wang, Xiao Liu, Xiaosheng Yan, Zhishan Zhou, Rui Huang

2026-01-20

Multi-Stage Verification-Centric Framework for Mitigating Hallucination in Multi-Modal RAG

Baiyu Chen, Wilson Wongso, Xiaoqian Hu, Yue Tan, Flora Salim

2026-01-20

From Chains to Graphs: Self-Structured Reasoning for General-Domain LLMs

Yingjian Chen, Haoran Liu, Yinhong Liu, Sherry T. Tong, Aosong Feng, Jinghui Lu, Juntao Zhang, Yusuke Iwasawa, Yutaka Matsuo, Irene Li

2026-01-20

Hallucination Begins Where Saliency Drops

Xiaofeng Zhang, Yuanchao Zhu, Chaochen Gu, Xiaosong Yuan, Qiyan Zhao, Jiawei Cao, Feilong Tang, Sinan Fan, Yaomin Shen, Chen Shen, Hao Tang

2026-01-28

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