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Recent Activity

pminervini authored a paper 17 days ago

MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly

pminervini authored a paper 17 days ago

Neurosymbolic Diffusion Models

aryopg authored a paper 2 months ago

An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering

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MiniML's activity

pminervini

authored 2 papers 17 days ago

MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly

Paper • 2505.10610 • Published 22 days ago • 53

Neurosymbolic Diffusion Models

Paper • 2505.13138 • Published 18 days ago • 33

aryopg

authored a paper 2 months ago

An Analysis of Decoding Methods for LLM-based Agents for Faithful Multi-Hop Question Answering

Paper • 2503.23415 • Published Mar 30 • 1

aryopg

authored a paper 4 months ago

Lost in Time: Clock and Calendar Understanding Challenges in Multimodal LLMs

Paper • 2502.05092 • Published Feb 7 • 8

pminervini

authored 6 papers 4 months ago

FLARE: Faithful Logic-Aided Reasoning and Exploration

Paper • 2410.11900 • Published Oct 14, 2024 • 4

SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages

Paper • 2406.14425 • Published Jun 20, 2024 • 2

Analysing the Residual Stream of Language Models Under Knowledge Conflicts

Paper • 2410.16090 • Published Oct 21, 2024 • 7

Mixtures of In-Context Learners

Paper • 2411.02830 • Published Nov 5, 2024 • 2

Aligning Generalisation Between Humans and Machines

Paper • 2411.15626 • Published Nov 23, 2024

Lost in Time: Clock and Calendar Understanding Challenges in Multimodal LLMs

Paper • 2502.05092 • Published Feb 7 • 8

pminervini

authored 2 papers 7 months ago

Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering

Paper • 2410.15999 • Published Oct 21, 2024 • 20

Adapting Neural Link Predictors for Data-Efficient Complex Query Answering

Paper • 2301.12313 • Published Jan 29, 2023 • 1

aryopg

authored 3 papers 7 months ago

CoMAT: Chain of Mathematically Annotated Thought Improves Mathematical Reasoning

Paper • 2410.10336 • Published Oct 14, 2024 • 2

Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering

Paper • 2410.15999 • Published Oct 21, 2024 • 20

Analysing the Residual Stream of Language Models Under Knowledge Conflicts

Paper • 2410.16090 • Published Oct 21, 2024 • 7

pminervini

authored a paper 7 months ago

Attention Is All You Need But You Don't Need All Of It For Inference of Large Language Models

Paper • 2407.15516 • Published Jul 22, 2024 • 1

aryopg

authored a paper 7 months ago

DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations

Paper • 2410.18860 • Published Oct 24, 2024 • 11

pminervini

authored a paper 7 months ago

DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations

Paper • 2410.18860 • Published Oct 24, 2024 • 11

pminervini

authored 2 papers 12 months ago

A Simple and Effective $L_2$ Norm-Based Strategy for KV Cache Compression

Paper • 2406.11430 • Published Jun 17, 2024 • 24

PAQ: 65 Million Probably-Asked Questions and What You Can Do With Them

Paper • 2102.07033 • Published Feb 13, 2021