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Large Language Models

2,733 papers

Papers per year

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Papers

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
HyperTuning: Toward Adapting Large Language Models without Back-propagation ICML 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
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
Topological Data Analysis for Speech Processing INTERSPEECH 2023
Can Contextual Biasing Remain Effective with Whisper and GPT-2? INTERSPEECH 2023
ChatGPT-EDSS: Empathetic Dialogue Speech Synthesis Trained from ChatGPT-derived Context Word Embeddings INTERSPEECH 2023
PaLM: Scaling Language Modeling with Pathways JMLR 2023
Atlas: Few-shot Learning with Retrieval Augmented Language Models JMLR 2023
Estimating the Carbon Footprint of BLOOM, a 176B Parameter Language Model JMLR 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
NaturalProver: Grounded Mathematical Proof Generation with Language Models NIPS 2022
LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks NIPS 2022
STaR: Bootstrapping Reasoning With Reasoning NIPS 2022
CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning NIPS 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models NIPS 2022
The Stability-Efficiency Dilemma: Investigating Sequence Length Warmup for Training GPT Models NIPS 2022
When to Make Exceptions: Exploring Language Models as Accounts of Human Moral Judgment NIPS 2022
Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models NIPS 2022