Publications

9268 results for Computer Science

PLANNING ANYTHING WITH RIGOR: GENERAL-PURPOSE ZERO-SHOT PLANNING WITH LLM-BASED FORMALIZED PROGRAMMING
- - Yilun Hao
  - Yang Zhang
  - et al.
- 2025
- ICLR 2025
Conference paper
UNVEILING THE SECRET RECIPE: A GUIDE FOR SUPERVISED FINE-TUNING SMALL LLMS
- - Aldo Pareja
  - Nikhil Shivakumar Nayak
  - et al.
- 2025
- ICLR 2025
Conference paper
Conformal Language Model Reasoning with Coherent Factuality
- - Maxon Rubin-toles
  - Maya Gambhir
  - et al.
- 2025
- ICLR 2025
Conference paper
Self-MoE: Towards Compositional Large Language Models with Self-Specialized Experts
- - Junmo Kang
  - Leonid Karlinsky
  - et al.
- 2025
- ICLR 2025
Conference paper
CAUSAL CONCEPT GRAPH MODELS: BEYOND CAUSAL OPACITY IN DEEP LEARNING
- - Gabriele Dominici
  - Pietro Barbiero
  - et al.
- 2025
- ICLR 2025
Conference paper
DELIFT: DATA EFFICIENT LANGUAGE MODEL INSTRUCTION FINE-TUNING
- - Ishika Agarwal
  - Krishnateja Killamsetty
  - et al.
- 2025
- ICLR 2025
Conference paper
Programming Refusal with Conditional Activation Steering
- - Bruce Lee
  - Inkit Padhi
  - et al.
- 2025
- ICLR 2025
Conference paper
FICTITIOUS SYNTHETIC DATA CAN IMPROVE LLM FACTUALITY VIA PREREQUISITE LEARNING
- - Yujian Liu
  - Tommi Jaakkola
  - et al.
- 2025
- ICLR 2025
Conference paper
Scaling Stick-Breaking Attention: An Efficient Implementation and In-depth Study
- - Shawn Tan
  - Songlin Yang
  - et al.
- 2025
- ICLR 2025
Conference paper
CALIBRATING EXPRESSIONS OF CERTAINTY
- - Peiqi Wang
  - Barbara D. Lam
  - et al.
- 2025
- ICLR 2025
Conference paper