Pratham Singla

Pratham Singla has 2 papers in our library, in 2024–2026, most of them on Language models & pretraining, Reasoning; often with Shivank Garg, Ayush Singh.

2 papers in our library · 2024–2026

The profile is the library's match of the name; two people with one name are not always told apart.

Affiliations

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine.

Of its works in our library, with the number of works on each.

The most cited first (OpenAlex and our library).

Give me a hint: Can LLMs take a hint to solve math problems? (2024 · 6 citations)
The authors ask whether LLMs solve competition-style math better when they receive a short, problem-specific nudge rather than worked examples.
The Inner Monologue of Language Models: When Reasoning Traces Reveal More Than They Hide (2026)
Reasoning-focused LLMs generate visible "thinking" text before answering. Oversight methods such as CoT monitoring assume this text honestly reflects the final decision. The authors test that assumption. They also ask whether post-trained models can recognize the hidden behaviors their training gave them.

2 co-authors with a page, the most papers together first.

Where their works here were published, the most works first, with the editions of those that have a page.

Papers of our library cite their works 6 times (of the 149,439 papers whose bibliographies we read); 2 citing papers with a page here →.

Updated 1 November 2026