Publications

244 results for Knowledge and Reasoning

When Should We Build the Graph? An Amortized Pareto View of Demand-Driven Knowledge Graph Construction
- - Niharika DSouza
  - Satyananda Kashyap
  - et al.
- 2026
- ISWC 2026
Workshop paper
TRACES: Tagging Reasoning Steps for Adaptive Cost-Efficient Early-Stopping
- - Yannis Belkhiter
  - Seshu Tirupathi
  - et al.
- 2026
- COLM 2026
Conference paper
Learn more about our Knowledge and Reasoning work
Revisiting Molecular Descriptors with TDiMS for Interpretable Intramolecular Interactions Based on Substructure Pairs
- - Lisa Hamada
  - Akihiro Kishimoto
  - et al.
- 2026
- Nat. Comput. Sci.
Paper
Efficient Context Retrieval for Data-Centric Agents over Heterogeneous Sources
- - Robin Oester
  - Andrea Giovannini
- 2026
- VLDB 2026
Workshop
Step-Tagging Early-Stopping: Toward controlling the generation of Language Reasoning Models through black-box step monitoring
- - Yannis Belkhiter
  - Seshu Tirupathi
  - et al.
- 2026
- ICML 2026
Workshop paper
Think Like You Execute: Verifiable Chain of Thought from Program Traces
- - Shailja Thakur
  - Vaibhav Saxena
  - et al.
- 2026
- ACL 2026
Conference paper
STaD: Scaffolded Task Design for Identifying Compositional Skill Gaps in LLMs
- - Sungeun An
  - Swanand Ravindra Kadhe
  - et al.
- 2026
- ACL 2026
Paper
PO-KGQA: Preference Optimization for Low-Resource Complex Knowledge Graph Question Answering
- - Prerna Agarwal
  - Ayushman Singh
  - et al.
- 2026
- ACL 2026
Paper
Generalization in Graph Reasoning: A Systematic Comparison of LLM Training Approaches
- - Sola Shirai
  - Kavitha Srinivas
  - et al.
- 2026
- ACL 2026
Workshop paper
Chatty-KG: A Multi-Agent AI System for On-Demand Conversational Question Answering over Knowledge Graphs
- - Reham Omar
  - Abdelghny Orogat
  - et al.
- 2026
- SIGMOD 2026
Conference paper