Papers

575,626 papers

Double-Checker: Enhancing Reasoning of Slow-Thinking LLMs via Self-Critical Fine-Tuning

Xin Xu, Tianhao Chen, Fan Zhang, Wanlong Liu, Pengxiang Li et al.

2025-06-26

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Cat and Mouse -- Can Fake Text Generation Outpace Detector Systems?

Andrea McGlinchey, Peter J Barclay

2025-06-26Text Generation

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Compressed and Smooth Latent Space for Text Diffusion Modeling

Viacheslav Meshchaninov, Egor Chimbulatov, Alexander Shabalin, Aleksandr Abramov, Dmitry Vetrov et al.

2025-06-26Text GenerationStory GenerationQuestion Generation

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DALR: Dual-level Alignment Learning for Multimodal Sentence Representation Learning

Kang He, Yuzhe Ding. Haining Wang, Fei Li, Chong Teng, Donghong Ji et al.

2025-06-26Representation Learningcross-modal alignmentSemantic Similarity+2

Paper

MT2-CSD: A New Dataset and Multi-Semantic Knowledge Fusion Method for Conversational Stance Detection

Fuqiang Niu, Genan Dai, Yisha Lu, Jiayu Liao, Xiang Li et al.

2025-06-26Opinion MiningLarge Language ModelStance Detection

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Can Gradient Descent Simulate Prompting?

Eric Zhang, Leshem Choshen, Jacob Andreas

2025-06-26Meta-Learning

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KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Model

Xinping Zhao, Xinshuo Hu, Zifei Shan, Shouzheng Huang, Yao Zhou et al.

2025-06-26Representation LearningRetrieval

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FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language

Guilherme Penedo, Hynek Kydlíček, Vinko Sabolčec, Bettina Messmer, Negar Foroutan et al.

2025-06-26All

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mTSBench: Benchmarking Multivariate Time Series Anomaly Detection and Model Selection at Scale

Xiaona Zhou, Constantin Brif, Ismini Lourentzou

2025-06-26BenchmarkingAnomaly DetectionModel Selection+4

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Potemkin Understanding in Large Language Models

Marina Mancoridis, Bec Weeks, Keyon Vafa, Sendhil Mullainathan

2025-06-26

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Process mining-driven modeling and simulation to enhance fault diagnosis in cyber-physical systems

Francesco Vitale, Nicola Dall'Ora, Sebastiano Gaiardelli, Enrico Fraccaroli, Nicola Mazzocca et al.

2025-06-26Fault DiagnosisAnomaly DetectionTime Series+1

Paper

Optimising 4th-Order Runge-Kutta Methods: A Dynamic Heuristic Approach for Efficiency and Low Storage

Gavin Lee Goodship, Luis Miralles-Pechuan, Stephen O'Sullivan

2025-06-26Reinforcement LearningWeather ForecastingAutoML

Paper

Domain Knowledge-Enhanced LLMs for Fraud and Concept Drift Detection

Ali Şenol, Garima Agrawal, Huan Liu

2025-06-26

Paper

Scalable Bayesian Low-Rank Adaptation of Large Language Models via Stochastic Variational Subspace Inference

Colin Samplawski, Adam D. Cobb, Manoj Acharya, Ramneet Kaur, Susmit Jha et al.

2025-06-26Uncertainty QuantificationBayesian InferenceVariational Inference

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Temporal-Aware Graph Attention Network for Cryptocurrency Transaction Fraud Detection

Zhi Zheng, Bochuan Zhou, Yuping Song

2025-06-26Feature EngineeringAnomaly DetectionGraph Anomaly Detection+2

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Pay Attention to Small Weights

Chao Zhou, Tom Jacobs, Advait Gadhikar, Rebekka Burkholz

2025-06-26

Paper

rQdia: Regularizing Q-Value Distributions With Image Augmentation

Sam Lerman, Jing Bi

2025-06-26Image AugmentationMuJoCoContinuous Control

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Detecting Referring Expressions in Visually Grounded Dialogue with Autoregressive Language Models

Bram Willemsen, Gabriel Skantze

2025-06-26Referring Expressionparameter-efficient fine-tuningLarge Language Model+1

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DiLoCoX: A Low-Communication Large-Scale Training Framework for Decentralized Cluster

Ji Qi, WenPeng Zhu, Li Li, Ming Wu, Yingjun Wu et al.

2025-06-26

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Agent-RewardBench: Towards a Unified Benchmark for Reward Modeling across Perception, Planning, and Safety in Real-World Multimodal Agents

Tianyi Men, Zhuoran Jin, Pengfei Cao, Yubo Chen, Kang Liu et al.

2025-06-26

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