MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language
Models to Generalize to Novel Interpretations

MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations

18 October 2023

S. Bhattamishra

Siva Reddy

Dzmitry Bahdanau

Papers citing "MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations"

6 / 6 papers shown

Title
Learning Syntax Without Planting Trees: Understanding Hierarchical Generalization in Transformers Kabir Ahuja Vidhisha Balachandran Madhur Panwar Tianxing He Noah A. Smith Navin Goyal Yulia Tsvetkov 41 8 0 25 Apr 2024
Evaluating Interventional Reasoning Capabilities of Large Language Models Tejas Kasetty Divyat Mahajan Gintare Karolina Dziugaite Alexandre Drouin Dhanya Sridhar LRM ELM 54 5 0 08 Apr 2024
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network Shuzhou Yuan Ercong Nie Michael Farber Helmut Schmid Hinrich Schütze 37 3 0 18 Feb 2024
WinoDict: Probing language models for in-context word acquisition Julian Martin Eisenschlos Jeremy R. Cole Fangyu Liu William W. Cohen KELM 19 11 0 25 Sep 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
Learning Algebraic Recombination for Compositional Generalization Chenyao Liu Shengnan An Zeqi Lin Qian Liu Bei Chen Jian-Guang Lou Lijie Wen Nanning Zheng Dongmei Zhang CoGe 196 36 0 14 Jul 2021