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Large Language Models

6405 directly classified papers

Papers per year

Papers

Unnatural language processing: How do language models handle machine-generated prompts? EMNLP 2023
Evaluating Subjective Cognitive Appraisals of Emotions from Large Language Models EMNLP 2023
A Confederacy of Models: a Comprehensive Evaluation of LLMs on Creative Writing EMNLP 2023
PIVOINE: Instruction Tuning for Open-world Entity Profiling EMNLP 2023
Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023
Emptying the Ocean with a Spoon: Should We Edit Models? EMNLP 2023
A Causal View of Entity Bias in (Large) Language Models EMNLP 2023
GRACE: Discriminator-Guided Chain-of-Thought Reasoning EMNLP 2023
QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering EMNLP 2023
RexUIE: A Recursive Method with Explicit Schema Instructor for Universal Information Extraction EMNLP 2023
PromptARA: Improving Deep Representation in Hybrid Automatic Readability Assessment with Prompt and Orthogonal Projection EMNLP 2023
Exploring the Numerical Reasoning Capabilities of Language Models: A Comprehensive Analysis on Tabular Data EMNLP 2023
Extrapolating Multilingual Understanding Models as Multilingual Generators EMNLP 2023
SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency EMNLP 2023
Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP 2023
ExpNote: Black-box Large Language Models are better Task Solvers with Experience Notebook EMNLP 2023
Evaluating Parameter-Efficient Finetuning Approaches for Pre-trained Models on the Financial Domain EMNLP 2023
Can Retriever-Augmented Language Models Reason? The Blame Game Between the Retriever and the Language Model EMNLP 2023
Give Me the Facts! A Survey on Factual Knowledge Probing in Pre-trained Language Models EMNLP 2023
Towards Informative Few-Shot Prompt with Maximum Information Gain for In-Context Learning EMNLP 2023
TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties EMNLP 2023
Analyzing Multilingual Competency of LLMs in Multi-Turn Instruction Following: A Case Study of Arabic EMNLP 2023
AlGhafa Evaluation Benchmark for Arabic Language Models EMNLP 2023
ArabIcros: AI-Powered Arabic Crossword Puzzle Generation for Educational Applications EMNLP 2023
Evaluating ChatGPT and Bard AI on Arabic Sentiment Analysis EMNLP 2023