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Inference-Time Intervention in Large Language Models for Reliable Requirement Verification

Inference-Time Intervention in Large Language Models for Reliable Requirement Verification

Paul Darm
James Xie
A. Riccardi
ArXiv (abs)PDFHTML

Papers citing "Inference-Time Intervention in Large Language Models for Reliable Requirement Verification"

7 / 7 papers shown
Title
Trust at Your Own Peril: A Mixed Methods Exploration of the Ability of Large Language Models to Generate Expert-Like Systems Engineering Artifacts and a Characterization of Failure Modes
Trust at Your Own Peril: A Mixed Methods Exploration of the Ability of Large Language Models to Generate Expert-Like Systems Engineering Artifacts and a Characterization of Failure Modes
Taylan G. Topcu
Mohammed Husain
Max Ofsa
Paul Wach
54
1
0
13 Feb 2025
Evaluating the Prompt Steerability of Large Language Models
Evaluating the Prompt Steerability of Large Language Models
Erik Miehling
Michael Desmond
Karthikeyan N. Ramamurthy
Elizabeth M. Daly
Pierre Dognin
Jesus Rios
Djallel Bouneffouf
Miao Liu
LLMSV
153
5
0
19 Nov 2024
KTO: Model Alignment as Prospect Theoretic Optimization
KTO: Model Alignment as Prospect Theoretic Optimization
Kawin Ethayarajh
Winnie Xu
Niklas Muennighoff
Dan Jurafsky
Douwe Kiela
270
565
0
02 Feb 2024
Steering Llama 2 via Contrastive Activation Addition
Steering Llama 2 via Contrastive Activation Addition
Nina Rimsky
Nick Gabrieli
Julian Schulz
Meg Tong
Evan Hubinger
Alexander Matt Turner
LLMSV
57
224
0
09 Dec 2023
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Direct Preference Optimization: Your Language Model is Secretly a Reward Model
Rafael Rafailov
Archit Sharma
E. Mitchell
Stefano Ermon
Christopher D. Manning
Chelsea Finn
ALM
387
4,125
0
29 May 2023
LoRA: Low-Rank Adaptation of Large Language Models
LoRA: Low-Rank Adaptation of Large Language Models
J. E. Hu
Yelong Shen
Phillip Wallis
Zeyuan Allen-Zhu
Yuanzhi Li
Shean Wang
Lu Wang
Weizhu Chen
OffRLAI4TSAI4CEALMAIMat
488
10,496
0
17 Jun 2021
Attention Is All You Need
Attention Is All You Need
Ashish Vaswani
Noam M. Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan Gomez
Lukasz Kaiser
Illia Polosukhin
3DV
730
132,363
0
12 Jun 2017

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