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Large Language Models

2678 directly classified papers

Papers per year

Papers

KidLM: Advancing Language Models for Children – Early Insights and Future Directions EMNLP 2024
How Does the Disclosure of AI Assistance Affect the Perceptions of Writing? EMNLP 2024
Quality Matters: Evaluating Synthetic Data for Tool-Using LLMs EMNLP 2024
Aligning Translation-Specific Understanding to General Understanding in Large Language Models EMNLP 2024
LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing EMNLP 2024
Unveiling the Lexical Sensitivity of LLMs: Combinatorial Optimization for Prompt Enhancement EMNLP 2024
Safely Learning with Private Data: A Federated Learning Framework for Large Language Model EMNLP 2024
Formality is Favored: Unraveling the Learning Preferences of Large Language Models on Data with Conflicting Knowledge EMNLP 2024
How Does the Textual Information Affect the Retrieval of Multimodal In-Context Learning? EMNLP 2024
How Far Can We Extract Diverse Perspectives from Large Language Models? EMNLP 2024
Investigating LLMs as Voting Assistants via Contextual Augmentation: A Case Study on the European Parliament Elections 2024 EMNLP 2024
The Computational Anatomy of Humility: Modeling Intellectual Humility in Online Public Discourse EMNLP 2024
PSC: Extending Context Window of Large Language Models via Phase Shift Calibration EMNLP 2024
An Audit on the Perspectives and Challenges of Hallucinations in NLP EMNLP 2024
Automatic Instruction Evolving for Large Language Models EMNLP 2024
RepEval: Effective Text Evaluation with LLM Representation EMNLP 2024
XplainLLM: A Knowledge-Augmented Dataset for Reliable Grounded Explanations in LLMs EMNLP 2024
ECON: On the Detection and Resolution of Evidence Conflicts EMNLP 2024
PARIKSHA: A Large-Scale Investigation of Human-LLM Evaluator Agreement on Multilingual and Multi-Cultural Data EMNLP 2024
Towards Verifiable Text Generation with Evolving Memory and Self-Reflection EMNLP 2024
Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing EMNLP 2024
A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery EMNLP 2024
DiVERT: Distractor Generation with Variational Errors Represented as Text for Math Multiple-choice Questions EMNLP 2024
Unlocking Memorization in Large Language Models with Dynamic Soft Prompting EMNLP 2024
Efficient Temporal Extrapolation of Multimodal Large Language Models with Temporal Grounding Bridge EMNLP 2024