TSR: Trajectory‑Search Rollouts for Multi‑Turn RL of LLM Agents
- Aladin Djuhera
- Swanand Ravindra Kadhe
- et al.
- 2026
- ICLR 2026
Workshop paper
Publications
239 results for Knowledge and Reasoning
In-depth Analysis of LLM-based Schema Linking
- George Katsogiannis-meimarakis
- Katya Mirylenka
- et al.
- 2026
- EDBT 2026
Conference paperLeveraging LLM-GNN Integration for Open-World Question Answering over Knowledge Graphs
- Hussein Abdallah
- Ibrahim Abdelaziz
- et al.
- 2026
- EACL 2026
Conference paperFrom Benchmarks to Business Impact: Deploying IBM Generalist Agent in Enterprise Production
- Segev Shlomov
- Alon Oved
- et al.
- 2026
- IAAI 2026
Conference paperSOFAI-LM: A Cognitive Architecture for Building Efficient and Reliable Reasoning Systems with LLMs
- Vedant Khandelwal
- Francesca Rossi
- et al.
- 2026
- AAAI 2026
TutorialSTAR: Self-Automated Back-Querying for Production Data Generation
- Kellen Cheng
- Anna Lisa Gentile
- et al.
- 2025
- IJCNLP-AACL 2025
Conference paperAgentic Workflows for Gap-Aware Literature Reviews
- 2025
- AGU 2025
Conference paperBuilding Trustworthy AI Collaborators: Factuality and Source Attribution in Agentic Workflows
- 2025
- AGU 2025
Conference paperEnhancing Geospatial Chain-of-Thought Reasoning in Visual Question Answering Models for Multispectral Remote Sensing Data
- Shambhavi Shanker
- Manikandan Padmanaban
- et al.
- 2025
- AGU 2025
PosterAdvances in Emulating Earth System Models
- Björn Lütjens
- Kalyn Dorheim
- et al.
- 2025
- AGU 2025
Workshop