SAP

company

https://www.sap.com

AI & ML interests

Tabular AI, Table Representation Learning, Agents and Knowledge Graphs

Recent Activity

SebastianWolf published a model 2 days ago

samthelin updated a model 2 days ago

samthelin new activity 2 days ago

SAP/CASE:license

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Papers

Can an Agent Learn to Predict Its Own Failure? Outcome-Grounded Confidence Calibration in LLM Agents

Synthesis Through Simulation: Generating Coherent Enterprise Data via Scalable Agent-System Interaction

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SAP 's papers 11

Submitted by

Ashutosh Hathidara

Can an Agent Learn to Predict Its Own Failure? Outcome-Grounded Confidence Calibration in LLM Agents

SAP

2

Submitted by

Ashutosh Hathidara

Synthesis Through Simulation: Generating Coherent Enterprise Data via Scalable Agent-System Interaction

SAP

2

Submitted by

Ashutosh Hathidara

EDGEGEN: Improving Tool-Calling Agents Beyond Happy Paths with Synthetic Edge Case Generation

SAP

2

Submitted by

Ashutosh Hathidara

TRACE: Business Rule-Grounded Reasoning Curriculum for Knowledge-Preserving Parametric Tool Retrieval in Enterprise LLMs

SAP

2

Submitted by

Ashutosh Hathidara

ToolSense: A Diagnostic Framework for Auditing Parametric Tool Knowledge in LLMs

SAP

Submitted by

Ashutosh Hathidara

CoHyDE: Iterative Co-Training of LLM Rewriter & Dense Encoder for Tool Retrieval

SAP

2

Submitted by

Giulio Corallo

Parallel Context-of-Experts Decoding for Retrieval Augmented Generation

SAP

2

Submitted by

Ashutosh Hathidara

MirrorBench: An Extensible Framework to Evaluate User-Proxy Agents for Human-Likeness

SAP

Submitted by

Ashutosh Hathidara

Disambiguation-Centric Finetuning Makes Enterprise Tool-Calling LLMs More Realistic and Less Risky

SAP

1

Submitted by

Giulio Corallo

Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning

SAP

7

Submitted by

Giulio Corallo

Finch: Prompt-guided Key-Value Cache Compression

SAP

6