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TEAMER : Teaching Machines to Reason Like Humans
Lapata, Mirella
(Principal Investigator)
School of Informatics
Overview
Fingerprint
Research output
(7)
Research output
Research output per year
2023
2024
2024
4
Preprint
3
Conference contribution
Research output per year
Research output per year
4 results
Publication Year, Title
(descending)
Publication Year, Title
(ascending)
Title
Type
Filter
Preprint
Search results
2024
The hallucinations leaderboard: An open effort to measure hallucinations in large language models
Hong, G.
,
Gema, A. P.
,
Saxena, R.
,
Du, X.
,
Nie, P.
,
Zhao, Y.
,
Perez-Beltrachini, L.
,
Ryabinin, M.
,
He, X.
&
Minervini, P.
,
8 Apr 2024
,
ArXiv
.
Research output
:
Working paper
›
Preprint
File
Large Language Model
100%
Hallucinations
100%
Natural Language Processing
50%
Edinburgh Clinical NLP at SemEval-2024 Task 2: Fine-tune your model unless you have access to GPT-4
Gema, A. P.
,
Hong, G.
,
Minervini, P.
,
Daines, L.
&
Alex, B.
,
30 Mar 2024
,
ArXiv
.
Research output
:
Working paper
›
Preprint
File
Generative Pre-Trained Transformer 4
100%
Merging
100%
Large Language Model
75%
Language Modeling
25%
Inference System
25%
2023
Parameter-efficient fine-tuning of LLaMA for the clinical domain
Gema, A. P.
,
Minervini, P.
,
Daines, L.
,
Hope, T.
&
Alex, B.
,
6 Jul 2023
.
Research output
:
Working paper
›
Preprint
File
Language Modeling
100%
Solution and Solubility
100%
Domain Adaptation
50%
Classification Task
50%
Large Language Model
50%
Knowledge graph embeddings in the biomedical domain: Are they useful? A look at link prediction, rule learning, and downstream polypharmacy tasks
Gema, A. P.
,
Grabarczyk, D.
,
Wulf, W. D.
,
Borole, P.
,
Alfaro, J. A.
,
Minervini, P.
,
Vergari, A.
&
Rajan, A.
,
31 May 2023
,
ArXiv
.
Research output
:
Working paper
›
Preprint
File
Link Prediction
100%
Knowledge Graph Embedding
100%
Prediction Rule
100%
Knowledge Graph
100%
Biomedical Knowledge
66%