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Large Language Models

2678 directly classified papers

Papers per year

Papers

AdaSwitch: Adaptive Switching between Small and Large Agents for Effective Cloud-Local Collaborative Learning EMNLP 2024
CoBa: Convergence Balancer for Multitask Finetuning of Large Language Models EMNLP 2024
mDPO: Conditional Preference Optimization for Multimodal Large Language Models EMNLP 2024
Data Advisor: Dynamic Data Curation for Safety Alignment of Large Language Models EMNLP 2024
RealVul: Can We Detect Vulnerabilities in Web Applications with LLM? EMNLP 2024
CliMedBench: A Large-Scale Chinese Benchmark for Evaluating Medical Large Language Models in Clinical Scenarios EMNLP 2024
Explaining and Improving Contrastive Decoding by Extrapolating the Probabilities of a Huge and Hypothetical LM EMNLP 2024
FIRST: Faster Improved Listwise Reranking with Single Token Decoding EMNLP 2024
The effects of distance on NPI illusive effects in BERT EMNLP 2024
Decoding Matters: Addressing Amplification Bias and Homogeneity Issue in Recommendations for Large Language Models EMNLP 2024
Roleplay-doh: Enabling Domain-Experts to Create LLM-simulated Patients via Eliciting and Adhering to Principles EMNLP 2024
Where Am I From? Identifying Origin of LLM-generated Content EMNLP 2024
Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech Processing EMNLP 2024
Benchmarking Large Language Models on CFLUE - A Chinese Financial Language Understanding Evaluation Dataset ACL 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains ACL 2024
MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark ACL 2024
PACE: Improving Prompt with Actor-Critic Editing for Large Language Model ACL 2024
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding ACL 2024
Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains ACL 2024
Characterizing Large Language Models as Rationalizers of Knowledge-intensive Tasks ACL 2024
TOAD: Task-Oriented Automatic Dialogs with Diverse Response Styles ACL 2024
StudentEval: A Benchmark of Student-Written Prompts for Large Language Models of Code ACL 2024
Simplifying Translations for Children: Iterative Simplification Considering Age of Acquisition with LLMs ACL 2024
Bi-Chainer: Automated Large Language Models Reasoning with Bidirectional Chaining ACL 2024
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation EMNLP 2024