Neel Jain PRO

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upvoted 2 papers about 24 hours ago

Image Generation with a Sphere Encoder

Paper • 2602.15030 • Published Feb 16 • 18

Multi-Token Prediction via Self-Distillation

Paper • 2602.06019 • Published Feb 5 • 1

upvoted a paper 6 months ago

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

Paper • 2511.07384 • Published Nov 10, 2025 • 19

upvoted a paper 7 months ago

Strategic Dishonesty Can Undermine AI Safety Evaluations of Frontier LLM

Paper • 2509.18058 • Published Sep 22, 2025 • 12

upvoted a paper 8 months ago

Refusal Tokens: A Simple Way to Calibrate Refusals in Large Language Models

Paper • 2412.06748 • Published Dec 9, 2024 • 3

upvoted a collection 8 months ago

DynaGuard

Collection

https://arxiv.org/abs/2509.02563 • 6 items • Updated Feb 25 • 5

upvoted a paper 8 months ago

DynaGuard: A Dynamic Guardrail Model With User-Defined Policies

Paper • 2509.02563 • Published Sep 2, 2025 • 21

upvoted a collection 11 months ago

Common Pile v0.1

Collection

All resources related to Common Pile v0.1, an 8TB dataset of public domain and openly licensed text • 4 items • Updated Jun 6, 2025 • 40

upvoted 2 papers about 1 year ago

Gemstones: A Model Suite for Multi-Faceted Scaling Laws

Paper • 2502.06857 • Published Feb 7, 2025 • 24

Scaling up Test-Time Compute with Latent Reasoning: A Recurrent Depth Approach

Paper • 2502.05171 • Published Feb 7, 2025 • 155

upvoted 6 papers almost 2 years ago

The CLRS-Text Algorithmic Reasoning Language Benchmark

Paper • 2406.04229 • Published Jun 6, 2024 • 4

GenQA: Generating Millions of Instructions from a Handful of Prompts

Paper • 2406.10323 • Published Jun 14, 2024 • 5

Baseline Defenses for Adversarial Attacks Against Aligned Language Models

Paper • 2309.00614 • Published Sep 1, 2023 • 2

Be like a Goldfish, Don't Memorize! Mitigating Memorization in Generative LLMs

Paper • 2406.10209 • Published Jun 14, 2024 • 8

Transformers Can Do Arithmetic with the Right Embeddings

Paper • 2405.17399 • Published May 27, 2024 • 54

Hard Prompts Made Easy: Gradient-Based Discrete Optimization for Prompt Tuning and Discovery

Paper • 2302.03668 • Published Feb 7, 2023 • 1

upvoted a paper about 2 years ago

Coercing LLMs to do and reveal (almost) anything

Paper • 2402.14020 • Published Feb 21, 2024 • 13

upvoted 3 papers over 2 years ago

Spotting LLMs With Binoculars: Zero-Shot Detection of Machine-Generated Text

Paper • 2401.12070 • Published Jan 22, 2024 • 45

TrustLLM: Trustworthiness in Large Language Models

Paper • 2401.05561 • Published Jan 10, 2024 • 69

NEFTune: Noisy Embeddings Improve Instruction Finetuning

Paper • 2310.05914 • Published Oct 9, 2023 • 14