Picture for Payel Das

Payel Das

Fundamental Safety-Capability Trade-offs in Fine-tuning Large Language Models

Add code
Mar 24, 2025
Viaarxiv icon

Can Memory-Augmented Language Models Generalize on Reasoning-in-a-Haystack Tasks?

Add code
Mar 10, 2025
Viaarxiv icon

EpMAN: Episodic Memory AttentioN for Generalizing to Longer Contexts

Add code
Feb 20, 2025
Viaarxiv icon

Can Large Language Models Adapt to Other Agents In-Context?

Add code
Dec 27, 2024
Viaarxiv icon

Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs

Add code
Nov 11, 2024
Figure 1 for Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
Figure 2 for Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
Figure 3 for Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
Figure 4 for Combining Domain and Alignment Vectors to Achieve Better Knowledge-Safety Trade-offs in LLMs
Viaarxiv icon

SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

Add code
Oct 09, 2024
Figure 1 for SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
Figure 2 for SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
Figure 3 for SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
Figure 4 for SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection
Viaarxiv icon

Large Language Models can be Strong Self-Detoxifiers

Add code
Oct 04, 2024
Viaarxiv icon

Generation Constraint Scaling Can Mitigate Hallucination

Add code
Jul 23, 2024
Viaarxiv icon

Needle in the Haystack for Memory Based Large Language Models

Add code
Jul 01, 2024
Figure 1 for Needle in the Haystack for Memory Based Large Language Models
Figure 2 for Needle in the Haystack for Memory Based Large Language Models
Figure 3 for Needle in the Haystack for Memory Based Large Language Models
Viaarxiv icon

A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques

Add code
Jun 07, 2024
Figure 1 for A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques
Figure 2 for A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques
Figure 3 for A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques
Figure 4 for A Deep Dive into the Trade-Offs of Parameter-Efficient Preference Alignment Techniques
Viaarxiv icon