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Large Language Models

2678 directly classified papers

Papers per year

Papers

DebugBench: Evaluating Debugging Capability of Large Language Models ACL 2024
E2-LLM: Efficient and Extreme Length Extension of Large Language Models ACL 2024
Legal Judgment Reimagined: PredEx and the Rise of Intelligent AI Interpretation in Indian Courts ACL 2024
Multi-Objective Linguistic Control of Large Language Models ACL 2024
Evaluating the Smooth Control of Attribute Intensity in Text Generation with LLMs ACL 2024
Planning, Creation, Usage: Benchmarking LLMs for Comprehensive Tool Utilization in Real-World Complex Scenarios ACL 2024
Evaluating the Elementary Multilingual Capabilities of Large Language Models with MultiQ ACL 2024
The Butterfly Effect of Altering Prompts: How Small Changes and Jailbreaks Affect Large Language Model Performance ACL 2024
SPIN: Sparsifying and Integrating Internal Neurons in Large Language Models for Text Classification ACL 2024
Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification ACL 2024
Planning First, Question Second: An LLM-Guided Method for Controllable Question Generation ACL 2024
RA-ISF: Learning to Answer and Understand from Retrieval Augmentation via Iterative Self-Feedback ACL 2024
Incorporating Syntax and Lexical Knowledge to Multilingual Sentiment Classification on Large Language Models ACL 2024
Reformulating Domain Adaptation of Large Language Models as Adapt-Retrieve-Revise: A Case Study on Chinese Legal Domain ACL 2024
Improving Attributed Text Generation of Large Language Models via Preference Learning ACL 2024
Psychological Assessments with Large Language Models: A Privacy-Focused and Cost-Effective Approach EACL 2024
Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding ACL 2024
StructEval: Deepen and Broaden Large Language Model Assessment via Structured Evaluation ACL 2024
Mitigating Privacy Seesaw in Large Language Models: Augmented Privacy Neuron Editing via Activation Patching ACL 2024
Evaluating Large Language Models on Wikipedia-Style Survey Generation ACL 2024
The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse ACL 2024
Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models ACL 2024
ArabicMMLU: Assessing Massive Multitask Language Understanding in Arabic ACL 2024
Scaling Properties of Speech Language Models EMNLP 2024
On Fake News Detection with LLM Enhanced Semantics Mining EMNLP 2024