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Academic · 약 1분

Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning

arXiv:2603.04597v1 Announce Type: new Abstract: Large language models (LLMs) typically receive diverse natural language (NL) feedback through interaction with the environment. However, current reinforcement learning …

Lei Huang, Xiang Cheng, Chenxiao Zhao, Guobin Shen, Junjie Yang, Xiaocheng Feng, Yuxuan Gu, Xing Yu, Bing Qin

조회수 36회 03.07

Academic · 약 1분

Coordinated Semantic Alignment and Evidence Constraints for Retrieval-Augmented Generation with Large Language Models

arXiv:2603.04647v1 Announce Type: new Abstract: Retrieval augmented generation mitigates limitations of large language models in factual consistency and knowledge updating by introducing external knowledge. However, …

Xin Chen, Saili Uday Gadgil, Jiarong Qiu

조회수 25회 03.07

Academic · 약 1분

iAgentBench: Benchmarking Sensemaking Capabilities of Information-Seeking Agents on High-Traffic Topics

arXiv:2603.04656v1 Announce Type: new Abstract: With the emergence of search-enabled generative QA systems, users are increasingly turning to tools that browse, aggregate, and reconcile evidence …

Preetam Prabhu Srikar Dammu, Arnav Palkhiwala, Tanya Roosta, Chirag Shah

조회수 21회 03.07

Academic · 약 1분

Stan: An LLM-based thermodynamics course assistant

arXiv:2603.04657v1 Announce Type: new Abstract: Discussions of AI in education focus predominantly on student-facing tools -- chatbots, tutors, and problem generators -- while the potential …

Eric M. Furst, Vasudevan Venkateshwaran

조회수 43회 03.07

Academic · 약 1분

Optimizing Language Models for Crosslingual Knowledge Consistency

arXiv:2603.04678v1 Announce Type: new Abstract: Large language models are known to often exhibit inconsistent knowledge. This is particularly problematic in multilingual scenarios, where models are …

Tianyu Liu, Jirui Qi, Mrinmaya Sachan, Ryan Cotterell, Raquel Fern\'andez, Arianna Bisazza

조회수 32회 03.07

Academic · 약 1분

Non-Zipfian Distribution of Stopwords and Subset Selection Models

arXiv:2603.04691v1 Announce Type: new Abstract: Stopwords are words that are not very informative to the content or the meaning of a language text. Most stopwords …

Wentian Li, Oscar Fontanelli

조회수 23회 03.07

Academic · 약 1분

Hate Speech Detection using Large Language Models with Data Augmentation and Feature Enhancement

arXiv:2603.04698v1 Announce Type: new Abstract: This paper evaluates data augmentation and feature enhancement techniques for hate speech detection, comparing traditional classifiers, e.g., Delta Term Frequency-Inverse …

Brian Jing Hong Nge, Stefan Su, Thanh Thi Nguyen, Campbell Wilson, Alexandra Phelan, Naomi Pfitzner

조회수 17회 03.07

Academic · 약 1분

Detection of Illicit Content on Online Marketplaces using Large Language Models

arXiv:2603.04707v1 Announce Type: new Abstract: Online marketplaces, while revolutionizing global commerce, have inadvertently facilitated the proliferation of illicit activities, including drug trafficking, counterfeit sales, and …

Quoc Khoa Tran, Thanh Thi Nguyen, Campbell Wilson

조회수 42회 03.07

Academic · 약 1분

AI-Assisted Moot Courts: Simulating Justice-Specific Questioning in Oral Arguments

arXiv:2603.04718v1 Announce Type: new Abstract: In oral arguments, judges probe attorneys with questions about the factual record, legal claims, and the strength of their arguments. …

Kylie Zhang, Nimra Nadeem, Lucia Zheng, Dominik Stammbach, Peter Henderson

조회수 44회 03.07

Academic · 약 1분

IF-RewardBench: Benchmarking Judge Models for Instruction-Following Evaluation

arXiv:2603.04738v1 Announce Type: new Abstract: Instruction-following is a foundational capability of large language models (LLMs), with its improvement hinging on scalable and accurate feedback from …

Bosi Wen, Yilin Niu, Cunxiang Wang, Xiaoying Ling, Ying Zhang, Pei Ke, Hongning Wang, Minlie Huang

조회수 24회 03.07

Academic · 약 1분

Stacked from One: Multi-Scale Self-Injection for Context Window Extension

arXiv:2603.04759v1 Announce Type: new Abstract: The limited context window of contemporary large language models (LLMs) remains a primary bottleneck for their broader application across diverse …

Wei Han, Pan Zhou, Shuicheng Yan

조회수 31회 03.07

Academic · 약 1분

TSEmbed: Unlocking Task Scaling in Universal Multimodal Embeddings

arXiv:2603.04772v1 Announce Type: new Abstract: Despite the exceptional reasoning capabilities of Multimodal Large Language Models (MLLMs), their adaptation into universal embedding models is significantly impeded …

Yebo Wu, Feng Liu, Ziwei Xie, Zhiyuan Liu, Changwang Zhang, Jun Wang, Li Li

조회수 24회 03.07

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