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Large Language Models

2678 directly classified papers

Papers per year

Papers

impact of sample selection on in-context learning for entity extraction from scientific writing EMNLP 2023
The Cost of Compression: Investigating the Impact of Compression on Parametric Knowledge in Language Models EMNLP 2023
CoEdIT: Text Editing by Task-Specific Instruction Tuning EMNLP 2023
Exploring Large Language Models for Multi-Modal Out-of-Distribution Detection EMNLP 2023
PROTEGE: Prompt-based Diverse Question Generation from Web Articles EMNLP 2023
TabLLM: Few-shot Classification of Tabular Data with Large Language Models AISTATS 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
KILM: Knowledge Injection into Encoder-Decoder Language Models ACL 2023
The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers ACL 2023
Is GPT-3 a Good Data Annotator? ACL 2023
AugESC: Dialogue Augmentation with Large Language Models for Emotional Support Conversation ACL 2023
Instruction Induction: From Few Examples to Natural Language Task Descriptions ACL 2023
Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization ACL 2023
Making Language Models Better Reasoners with Step-Aware Verifier ACL 2023
MISGENDERED: Limits of Large Language Models in Understanding Pronouns ACL 2023
Reasoning with Language Model Prompting: A Survey ACL 2023
Unsupervised Explanation Generation via Correct Instantiations AAAI 2023
Real or Fake Text?: Investigating Human Ability to Detect Boundaries between Human-Written and Machine-Generated Text AAAI 2023
SQuARe: A Large-Scale Dataset of Sensitive Questions and Acceptable Responses Created through Human-Machine Collaboration ACL 2023
Are You Copying My Model? Protecting the Copyright of Large Language Models for EaaS via Backdoor Watermark ACL 2023
Answering Ambiguous Questions via Iterative Prompting ACL 2023
S2ynRE: Two-stage Self-training with Synthetic data for Low-resource Relation Extraction ACL 2023
Element-aware Summarization with Large Language Models: Expert-aligned Evaluation and Chain-of-Thought Method ACL 2023