Publications

8 results at COLM 2026

Growing Pains: Extensible and Efficient LLM Benchmarking Via Fixed Parameter Calibration
- - Eliya Habba
  - Itay Itzhak
  - et al.
- 2026
- COLM 2026
Conference paper
Red-Teaming Text-to-Image Models via In-Context Experience Replay and Semantic-Preserving Prompt Rewriting
- - Zhi-yi Chin
  - Pin-Yu Chen
  - et al.
- 2026
- COLM 2026
Conference paper
TRACES: Tagging Reasoning Steps for Adaptive Cost-Efficient Early-Stopping
- - Yannis Belkhiter
  - Seshu Tirupathi
  - et al.
- 2026
- COLM 2026
Conference paper
A Self-Pruning Transformer: Extreme KV-Cache Compression with Universal Attention
- - Davis Wertheimer
  - Haochen Shen
  - et al.
- 2026
- COLM 2026
Conference paper
DRBENCHER: Can Your Agent Identify the Entity, Retrieve Its Properties and Do the Math?
- - Young-Suk Lee
  - Ramón Fernandez Astudillo
  - et al.
- 2026
- COLM 2026
Conference paper
Understanding Small Scale Fine-tuning of LLM-as-a-Judge: A Case Study in Cybersecurity
- - Sanjna Suresh
  - Geetanjali Aich
  - et al.
- 2026
- COLM 2026
Workshop paper
What Context Must Survive Summarization? Interface Sufficiency for Multi-Turn Context Management
- - Junkyu Lee
- 2026
- COLM 2026
Workshop paper
PlanForge: Synthesizing Planners from Natural Language with LLM-driven Architect–Builder–Runner Pipeline
- - Sarvesh Baskar
  - Raviteja Bommireddy
  - et al.
- 2026
- COLM 2026
Workshop