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Large Language Models

6405 directly classified papers

Papers per year

Papers

Larger Probes Tell a Different Story: Extending Psycholinguistic Datasets Via In-Context Learning EMNLP 2023
MAGNIFICo: Evaluating the In-Context Learning Ability of Large Language Models to Generalize to Novel Interpretations EMNLP 2023
Generating and Evaluating Tests for K-12 Students with Language Model Simulations: A Case Study on Sentence Reading Efficiency EMNLP 2023
Counter Turing Test (CT2): AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index (ADI) EMNLP 2023
Instructed Language Models with Retrievers Are Powerful Entity Linkers EMNLP 2023
Does the Correctness of Factual Knowledge Matter for Factual Knowledge-Enhanced Pre-trained Language Models? EMNLP 2023
The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions EMNLP 2023
The Past, Present and Better Future of Feedback Learning in Large Language Models for Subjective Human Preferences and Values EMNLP 2023
Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task EMNLP 2023
The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations EMNLP 2023
The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages EMNLP 2023
Understanding the Effect of Model Compression on Social Bias in Large Language Models EMNLP 2023
BioPlanner: Automatic Evaluation of LLMs on Protocol Planning in Biology EMNLP 2023
Cross-lingual Prompting: Improving Zero-shot Chain-of-Thought Reasoning across Languages EMNLP 2023
FinGPT: Large Generative Models for a Small Language EMNLP 2023
Investigating Bias in Multilingual Language Models: Cross-Lingual Transfer of Debiasing Techniques EMNLP 2023
Can Language Models Laugh at YouTube Short-form Videos? EMNLP 2023
HistAlign: Improving Context Dependency in Language Generation by Aligning with History EMNLP 2023
ReasoningLM: Enabling Structural Subgraph Reasoning in Pre-trained Language Models for Question Answering over Knowledge Graph EMNLP 2023
Investigating Efficiently Extending Transformers for Long Input Summarization EMNLP 2023
The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP 2023
MEGA: Multilingual Evaluation of Generative AI EMNLP 2023
Large Language Models are Temporal and Causal Reasoners for Video Question Answering EMNLP 2023
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation EMNLP 2023
Meta-Learning Online Adaptation of Language Models EMNLP 2023