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Designing an Evaluation Framework for Large Language Models in Astronomy
  Research

Designing an Evaluation Framework for Large Language Models in Astronomy Research

30 May 2024
John F. Wu
Alina Hyk
Kiera McCormick
Christine Ye
Simone Astarita
Elina Baral
Jo Ciuca
Jesse Cranney
Anjalie Field
K. Iyer
Philipp Koehn
Jenn Kotler
Sandor Kruk
M. Ntampaka
Charlie OÑeill
J. Peek
Sanjib Sharma
Mikaeel Yunus
ArXivPDFHTML

Papers citing "Designing an Evaluation Framework for Large Language Models in Astronomy Research"

6 / 6 papers shown
Title
AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse
  Datasets
AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets
Ernest Perkowski
Rui Pan
Tuan Dung Nguyen
Yuan-Sen Ting
Sandor Kruk
...
Michael J. Smith
Huiling Liu
Kevin Schawinski
K. Iyer
I. Ciucă
AI4MH
56
12
0
03 Jan 2024
Galactic ChitChat: Using Large Language Models to Converse with
  Astronomy Literature
Galactic ChitChat: Using Large Language Models to Converse with Astronomy Literature
I. Ciucă
Y. Ting 丁
14
6
0
12 Apr 2023
Retrieval Augmentation Reduces Hallucination in Conversation
Retrieval Augmentation Reduces Hallucination in Conversation
Kurt Shuster
Spencer Poff
Moya Chen
Douwe Kiela
Jason Weston
HILM
84
721
0
15 Apr 2021
ColBERT: Efficient and Effective Passage Search via Contextualized Late
  Interaction over BERT
ColBERT: Efficient and Effective Passage Search via Contextualized Late Interaction over BERT
Omar Khattab
Matei A. Zaharia
113
1,337
0
27 Apr 2020
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Nils Reimers
Iryna Gurevych
815
11,979
0
27 Aug 2019
Passage Re-ranking with BERT
Passage Re-ranking with BERT
Rodrigo Nogueira
Kyunghyun Cho
OOD
109
1,086
0
13 Jan 2019
1