LLM-PT-interpret

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amodaresi 

authored 8 papers 4 months ago

MemLLM: Finetuning LLMs to Use An Explicit Read-Write Memory

Paper • 2404.11672 • Published Apr 17, 2024

Consistent Document-Level Relation Extraction via Counterfactuals

Paper • 2407.06699 • Published Jul 9, 2024

MEXA: Multilingual Evaluation of English-Centric LLMs via Cross-Lingual Alignment

Paper • 2410.05873 • Published Oct 8, 2024 • 3

GlobEnc: Quantifying Global Token Attribution by Incorporating the Whole Encoder Layer in Transformers

Paper • 2205.03286 • Published May 6, 2022

Not All Models Localize Linguistic Knowledge in the Same Place: A Layer-wise Probing on BERToids' Representations

Paper • 2109.05958 • Published Sep 13, 2021

DecompX: Explaining Transformers Decisions by Propagating Token Decomposition

Paper • 2306.02873 • Published Jun 5, 2023 • 1

RET-LLM: Towards a General Read-Write Memory for Large Language Models

Paper • 2305.14322 • Published May 23, 2023 • 1

BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning

Paper • 2211.05610 • Published Nov 10, 2022