语言大模型 / LLM

Discourse Graph Guided Document Translation with Large Language Models

Viet-Thanh Pham, Minghan Wang, Hao-Han Liao, Thuy-Trang Vu

机构 * Department of Data Science & AI, Monash University（数据科学与人工智能系，莫纳什大学） 纠错

专题命中 长上下文与记忆 ：large language model(title,abstract)；language model(title,abstract)；分类 cs.CL、cs.AI

Controllable Hybrid Captioner for Improved Long-form Video Understanding

Kuleen Sasse, Efsun Sarioglu Kayi, Arun Reddy

机构 * Johns Hopkins University Applied Physics Laboratory（约翰霍普金斯大学应用物理实验室） 纠错

专题命中 长上下文与记忆 ：LLM(abstract)；large language model(abstract)；language model(abstract)；分类 cs.AI

MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation

Zichen Zhu, Hao Tang, Yansi Li, Dingye Liu, Hongshen Xu, Kunyao Lan, Danyang Zhang, Yixuan Jiang, Hao Zhou, Chenrun Wang, Situo Zhang, Liangtai Sun, Yixiao Wang, Yuheng Sun, Lu Chen, Kai Yu

机构 * Shanghai Jiao Tong University（上海交通大学） 纠错

专题命中 长上下文与记忆 ：large language model(abstract)；language model(abstract)；分类 cs.CL、cs.AI

Comments NAACL 2025 Demo Track [code] https://github.com/OpenDFM/MobA [dataset] https://huggingface.co/datasets/OpenDFM/MobA-MobBench

BEE-RAG: Balanced Entropy Engineering for Retrieval-Augmented Generation

Yuhao Wang, Ruiyang Ren, Yucheng Wang, Jing Liu, Wayne Xin Zhao, Hua Wu, Haifeng Wang

机构 * Baidu（百度） 纠错

专题命中 长上下文与记忆 ：large language model(abstract)；language model(abstract)；分类 cs.CL

Retrieval Quality at Context Limit

Max McKinnon

机构 * Google LLC Mountain View, U.S.A.（谷歌公司山景城美国分部） 纠错

专题命中 长上下文与记忆 ：large language model(abstract)；language model(abstract)；分类 cs.AI

Comments 3 pages, 0 figures

PanoNav: Mapless Zero-Shot Object Navigation with Panoramic Scene Parsing and Dynamic Memory

Qunchao Jin, Yilin Wu, Changhao Chen

专题命中 长上下文与记忆 ：large language model(abstract)；language model(abstract)

Comments Accepted as a poster in AAAI 2026

Q-RAG: Long Context Multi-step Retrieval via Value-based Embedder Training

Artyom Sorokin, Nazar Buzun, Alexander Anokhin, Oleg Inozemcev, Egor Vedernikov, Petr Anokhin, Mikhail Burtsev, Trushkov Alexey, Yin Wenshuai, Evgeny Burnaev

机构 * AXXX ； Applied AI Institute（应用人工智能研究所） ； Research Center of the Artificial Intelligence Institute（人工智能研究所研究部） ； London Institute for Mathematical Sciences（伦敦数学科学研究所） ； Higher School of Economics（高等经济学院） 纠错

专题命中 长上下文与记忆 ：LLM(abstract)；分类 cs.LG

Comments 16 pages, 3 figures, 2 tables

Learned Structure in Cartridges: Keys as Shareable Routers in Self-Studied Representations

Maurizio Diaz

专题命中 长上下文与记忆 ：LLM(abstract)；分类 cs.LG