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Academic · 약 1분

From Text to Forecasts: Bridging Modality Gap with Temporal Evolution Semantic Space

arXiv:2603.12664v1 Announce Type: new Abstract: Incorporating textual information into time-series forecasting holds promise for addressing event-driven non-stationarity; however, a fundamental modality gap hinders effective fusion: …

Lehui Li, Yuyao Wang, Jisheng Yan, Wei Zhang, Jinliang Deng, Haoliang Sun, Zhongyi Han, Yongshun Gong

조회수 32회 03.16

Academic · 약 1분

MetaKE: Meta-learning Aligned Knowledge Editing via Bi-level Optimization

arXiv:2603.12677v1 Announce Type: new Abstract: Knowledge editing (KE) aims to precisely rectify specific knowledge in Large Language Models (LLMs) without disrupting general capabilities. State-of-the-art methods …

Shuxin Liu, Ou Wu

조회수 38회 03.16

Academic · 약 1분

Experimental evidence of progressive ChatGPT models self-convergence

arXiv:2603.12683v1 Announce Type: new Abstract: Large Language Models (LLMs) that undergo recursive training on synthetically generated data are susceptible to model collapse, a phenomenon marked …

Konstantinos F. Xylogiannopoulos, Petros Xanthopoulos, Panagiotis Karampelas, Georgios A. Bakamitsos

조회수 30회 03.16

Academic · 약 1분

EvolveCoder: Evolving Test Cases via Adversarial Verification for Code Reinforcement Learning

arXiv:2603.12698v1 Announce Type: new Abstract: Reinforcement learning with verifiable rewards (RLVR) is a promising approach for improving code generation in large language models, but its …

Chi Ruan, Dongfu Jiang, Huaye Zeng, Ping Nie, Wenhu Chen

조회수 26회 03.16

Academic · 약 1분

A Method for Learning Large-Scale Computational Construction Grammars from Semantically Annotated Corpora

arXiv:2603.12754v1 Announce Type: new Abstract: We present a method for learning large-scale, broad-coverage construction grammars from corpora of language use. Starting from utterances annotated with …

Paul Van Eecke, Katrien Beuls

조회수 44회 03.16

Academic · 약 1분

SectEval: Evaluating the Latent Sectarian Preferences of Large Language Models

arXiv:2603.12768v1 Announce Type: new Abstract: As Large Language Models (LLMs) becomes a popular source for religious knowledge, it is important to know if it treats …

Aditya Maheshwari, Amit Gajkeshwar, Kaushal Sharma, Vivek Patel

조회수 95회 03.16

Academic · 약 1분

SteerRM: Debiasing Reward Models via Sparse Autoencoders

arXiv:2603.12795v1 Announce Type: new Abstract: Reward models (RMs) are critical components of alignment pipelines, yet they exhibit biases toward superficial stylistic cues, preferring better-presented responses …

Mengyuan Sun, Zhuohao Yu, Weizheng Gu, Shikun Zhang, Wei Ye

조회수 70회 03.16

Academic · 약 1분

Adaptive Vision-Language Model Routing for Computer Use Agents

arXiv:2603.12823v1 Announce Type: new Abstract: Computer Use Agents (CUAs) translate natural-language instructions into Graphical User Interface (GUI) actions such as clicks, keystrokes, and scrolls by …

Xunzhuo Liu, Bowei He, Xue Liu, Andy Luo, Haichen Zhang, Huamin Chen

조회수 137회 03.16

Academic · 약 1분

Rethinking Multiple-Choice Questions for RLVR: Unlocking Potential via Distractor Design

arXiv:2603.12826v1 Announce Type: new Abstract: Reinforcement Learning with Verifiable Rewards (RLVR) significantly enhances the reasoning capabilities of Large Language Models. When applied to RLVR, Multiple-Choice …

Xu Guo, Qiming Ge, Jian Tong, Kedi Chen, Jin Zhang, Xiaogui Yang, Xuan Gao, Haijun Lv, Zhihui Lu, Yicheng Zou, Qipeng Guo

조회수 27회 03.16

Academic · 약 1분

CLARIN-PT-LDB: An Open LLM Leaderboard for Portuguese to assess Language, Culture and Civility

arXiv:2603.12872v1 Announce Type: new Abstract: This paper reports on the development of a leaderboard of Open Large Language Models (LLM) for European Portuguese (PT-PT), and …

Jo\~ao Silva, Lu\'is Gomes, Ant\'onio Branco

조회수 36회 03.16

Academic · 약 1분

Learning from Child-Directed Speech in Two-Language Scenarios: A French-English Case Study

arXiv:2603.12906v1 Announce Type: new Abstract: Research on developmentally plausible language models has largely focused on English, leaving open questions about multilingual settings. We present a …

Liel Binyamin, Elior Sulem

조회수 65회 03.16

Academic · 약 1분

HMS-BERT: Hybrid Multi-Task Self-Training for Multilingual and Multi-Label Cyberbullying Detection

arXiv:2603.12920v1 Announce Type: new Abstract: Cyberbullying on social media is inherently multilingual and multi-faceted, where abusive behaviors often overlap across multiple categories. Existing methods are …

Zixin Feng, Xinying Cui, Yifan Sun, Zheng Wei, Jiachen Yuan, Jiazhen Hu, Ning Xin, Md Maruf Hasan

조회수 34회 03.16

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