NLP @ University of Edinburgh

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pminervini 

authored a paper 8 days ago

OpenSIR: Open-Ended Self-Improving Reasoner

Paper • 2511.00602 • Published 10 days ago • 20

pminervini 

authored 9 papers 26 days ago

Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs

Paper • 2410.15438 • Published Oct 20, 2024

PosterSum: A Multimodal Benchmark for Scientific Poster Summarization

Paper • 2502.17540 • Published Feb 24 • 3

Self-Training Large Language Models for Tool-Use Without Demonstrations

Paper • 2502.05867 • Published Feb 9

Q-Filters: Leveraging QK Geometry for Efficient KV Cache Compression

Paper • 2503.02812 • Published Mar 4 • 10

Parameter-Efficient Fine-Tuning of LLaMA for the Clinical Domain

Paper • 2307.03042 • Published Jul 6, 2023

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

Paper • 2503.23415 • Published Mar 30 • 1

MedDistant19: Towards an Accurate Benchmark for Broad-Coverage Biomedical Relation Extraction

Paper • 2204.04779 • Published Apr 10, 2022

PiCSAR: Probabilistic Confidence Selection And Ranking

Paper • 2508.21787 • Published Aug 29 • 4

Learning GUI Grounding with Spatial Reasoning from Visual Feedback

Paper • 2509.21552 • Published Sep 25 • 11

pminervini 

authored a paper 4 months ago

Inverse Scaling in Test-Time Compute

Paper • 2507.14417 • Published Jul 19 • 27

ducdauge 

authored 2 papers 5 months ago

Inference-Time Hyper-Scaling with KV Cache Compression

Paper • 2506.05345 • Published Jun 5 • 27

Bootstrapping World Models from Dynamics Models in Multimodal Foundation Models

Paper • 2506.06006 • Published Jun 6 • 13

ducdauge 

authored a paper 6 months ago

Neurosymbolic Diffusion Models

Paper • 2505.13138 • Published May 19 • 35

pminervini 

authored 2 papers 6 months ago

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

Paper • 2505.10610 • Published May 15 • 53

Neurosymbolic Diffusion Models

Paper • 2505.13138 • Published May 19 • 35

ducdauge 

authored 4 papers 7 months ago

Model Merging by Uncertainty-Based Gradient Matching

Paper • 2310.12808 • Published Oct 19, 2023 • 6

XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning

Paper • 2005.00333 • Published May 1, 2020

Are Large Language Models Temporally Grounded?

Paper • 2311.08398 • Published Nov 14, 2023 • 1

Distilling Efficient Language-Specific Models for Cross-Lingual Transfer

Paper • 2306.01709 • Published Jun 2, 2023 • 1