A Vision for Geo-Temporal Deep Research Systems: Towards Comprehensive, Transparent, and Reproducible Geo-Temporal Information Synthesis

17 June 2025

Papers citing "A Vision for Geo-Temporal Deep Research Systems: Towards Comprehensive, Transparent, and Reproducible Geo-Temporal Information Synthesis"

14 / 14 papers shown

Title
The World As Large Language Models See It: Exploring the reliability of LLMs in representing geographical features Omid Reza Abbasi Franz Welscher Georg Weinberger Johannes Scholz 10 1 0 30 May 2025
Towards Better Instruction Following Retrieval Models Yuchen Zhuang Aaron Trinh Rushi Qiang Haotian Sun Chao Zhang Hanjun Dai Bo Dai 138 1 0 27 May 2025
DeepResearchGym: A Free, Transparent, and Reproducible Evaluation Sandbox for Deep Research Joao Coelho Jingjie Ning Jingyuan He Kangrui Mao Abhijay Paladugu ... Jiahe Jin Jamie Callan João Magalhães Bruno Martins Chenyan Xiong 45 2 0 25 May 2025
RaDeR: Reasoning-aware Dense Retrieval Models Debrup Das Sam O' Nuallain Razieh Rahimi RALM LRM 59 1 0 23 May 2025
SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis Shuang Sun Huatong Song Yuhao Wang Ruiyang Ren Jinhao Jiang ... Wayne Xin Zhao Zheng Liu Lei Fang Zhongyuan Wang Ji-Rong Wen LRM 63 5 0 22 May 2025
NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification NovelSeek Team Bo Zhang Shiyang Feng Xiangchao Yan Jiakang Yuan ... Zhongying Tu Xiangyu Yue W. Ouyang Bowen Zhou Lei Bai LLMAG 102 2 0 22 May 2025
An Empirical Study on Reinforcement Learning for Reasoning-Search Interleaved LLM Agents Bowen Jin Jinsung Yoon Priyanka Kargupta Sercan O. Arik Jiawei Han LRM 118 2 0 21 May 2025
Support Evaluation for the TREC 2024 RAG Track: Comparing Human versus LLM Judges Nandan Thakur Ronak Pradeep Shivani Upadhyay Daniel Fernando Campos Nick Craswell Jimmy Lin ELM 97 3 0 21 Apr 2025
A Study into Investigating Temporal Robustness of LLMs Jonas Wallat Abdelrahman Abdallah Adam Jatowt Avishek Anand 64 3 0 21 Mar 2025
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning Bowen Jin Hansi Zeng Zhenrui Yue Dong Wang Sercan O. Arik Dong Wang Hamed Zamani Jiawei Han RALM ReLM KELM OffRL AI4TS LRM 200 120 0 12 Mar 2025
Application of integrated gradients explainability to sociopsychological semantic markers Ali Aghababaei Jan Nikadon Magdalena Formanowicz Maria Laura Bettinsoli Carmen Cervone Caterina Suitner Tomaso Erseghe 84 1 0 06 Mar 2025
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation Satyapriya Krishna Kalpesh Krishna Anhad Mohananey Steven Schwarcz Adam Stambler Shyam Upadhyay Manaal Faruqui ReLM 3DV LRM RALM 72 30 0 28 Jan 2025
From Generation to Judgment: Opportunities and Challenges of LLM-as-a-judge Dawei Li Bohan Jiang Liangjie Huang Alimohammad Beigi Chengshuai Zhao ... Canyu Chen Tianhao Wu Kai Shu Lu Cheng Huan Liu ELM AILaw 249 110 0 25 Nov 2024
Discourse-Aware In-Context Learning for Temporal Expression Normalization Akash Kumar Gautam Lukas Lange Jannik Strötgen 67 1 0 11 Apr 2024