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Large Language Models

9,067 papers

Papers per year

Papers

ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning EMNLP 2023
Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning EMNLP 2023
Systematic Assessment of Factual Knowledge in Large Language Models EMNLP 2023
LogicAttack: Adversarial Attacks for Evaluating Logical Consistency of Natural Language Inference EMNLP 2023
Decomposed Prompt Tuning via Low-Rank Reparameterization EMNLP 2023
SGP-TOD: Building Task Bots Effortlessly via Schema-Guided LLM Prompting EMNLP 2023
Rethinking the Construction of Effective Metrics for Understanding the Mechanisms of Pretrained Language Models EMNLP 2023
Beyond Testers’ Biases: Guiding Model Testing with Knowledge Bases using LLMs EMNLP 2023
Enhancing Scalability of Pre-trained Language Models via Efficient Parameter Sharing EMNLP 2023
On the Impact of Cross-Domain Data on German Language Models EMNLP 2023
A Comprehensive Evaluation of Tool-Assisted Generation Strategies EMNLP 2023
Coverage-based Example Selection for In-Context Learning EMNLP 2023
Thorny Roses: Investigating the Dual Use Dilemma in Natural Language Processing EMNLP 2023
BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions EMNLP 2023
VISIT: Visualizing and Interpreting the Semantic Information Flow of Transformers EMNLP 2023
Arabic Mini-ClimateGPT : A Climate Change and Sustainability Tailored Arabic LLM EMNLP 2023
Selective Demonstrations for Cross-domain Text-to-SQL EMNLP 2023
Is the Answer in the Text? Challenging ChatGPT with Evidence Retrieval from Instructive Text EMNLP 2023
PaRaDe: Passage Ranking using Demonstrations with LLMs EMNLP 2023
Unnatural language processing: How do language models handle machine-generated prompts? EMNLP 2023
Exploring Linguistic Properties of Monolingual BERTs with Typological Classification among Languages EMNLP 2023
A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing EMNLP 2023
Context-faithful Prompting for Large Language Models EMNLP 2023
Emergent Inabilities? Inverse Scaling Over the Course of Pretraining EMNLP 2023
Efficient Multilingual Language Model Compression through Vocabulary Trimming EMNLP 2023