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Large Language Models

2678 directly classified papers

Papers per year

Papers

Large Language Models as Instructors: A Study on Multilingual Clinical Entity Extraction ACL 2023
Evaluation of ChatGPT on Biomedical Tasks: A Zero-Shot Comparison with Fine-Tuned Generative Transformers ACL 2023
Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models ACL 2023
Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023
shs-nlp at RadSum23: Domain-Adaptive Pre-training of Instruction-tuned LLMs for Radiology Report Impression Generation ACL 2023
MDC at BioLaySumm Task 1: Evaluating GPT Models for Biomedical Lay Summarization ACL 2023
Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles ACL 2023
Generating medically-accurate summaries of patient-provider dialogue: A multi-stage approach using large language models ACL 2023
UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation SEMEVAL 2023
John-Arthur at SemEval-2023 Task 4: Fine-Tuning Large Language Models for Arguments Classification SEMEVAL 2023
Scaling Laws for Generative Mixed-Modal Language Models ICML 2023
Large Language Models Struggle to Learn Long-Tail Knowledge ICML 2023
LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation ICML 2023
Topological Data Analysis for Speech Processing INTERSPEECH 2023
FlexGen: High-Throughput Generative Inference of Large Language Models with a Single GPU ICML 2023
Arithmetic Sampling: Parallel Diverse Decoding for Large Language Models ICML 2023
CoRRPUS: Code-based Structured Prompting for Neurosymbolic Story Understanding ACL 2023
Discovering Language Model Behaviors with Model-Written Evaluations ACL 2023
Improving Mathematics Tutoring With A Code Scratchpad ACL 2023
Enhancing Human Summaries for Question-Answer Generation in Education ACL 2023
AMOM: Adaptive Masking over Masking for Conditional Masked Language Model AAAI 2023
Tractable Control for Autoregressive Language Generation ICML 2023
Prompting Large Language Model for Machine Translation: A Case Study ICML 2023
Coder Reviewer Reranking for Code Generation ICML 2023
Controlled Text Generation with Natural Language Instructions ICML 2023