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Large Language Models

9,067 papers

Papers per year

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Papers

User Embedding Model for Personalized Language Prompting EACL 2024
InstructEval: Towards Holistic Evaluation of Instruction-Tuned Large Language Models EACL 2024
TartuNLP @ SIGTYP 2024 Shared Task: Adapting XLM-RoBERTa for Ancient and Historical Languages EACL 2024
Socio-cultural adapted chatbots: Harnessing Knowledge Graphs and Large Language Models for enhanced context awarenes EACL 2024
Correcting Challenging Finnish Learner Texts With Claude, GPT-3.5 and GPT-4 Large Language Models EACL 2024
Multi-News+: Cost-efficient Dataset Cleansing via LLM-based Data Annotation EMNLP 2024
NumeroLogic: Number Encoding for Enhanced LLMs’ Numerical Reasoning EMNLP 2024
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs EMNLP 2024
Uncertainty in Language Models: Assessment through Rank-Calibration EMNLP 2024
Scaling Properties of Speech Language Models EMNLP 2024
Fine-Tuning Large Language Models to Translate: Will a Touch of Noisy Data in Misaligned Languages Suffice? EMNLP 2024
Consolidating Ranking and Relevance Predictions of Large Language Models through Post-Processing EMNLP 2024
Evaluating Readability and Faithfulness of Concept-based Explanations EMNLP 2024
Tokenization Is More Than Compression EMNLP 2024
GeoGPT4V: Towards Geometric Multi-modal Large Language Models with Geometric Image Generation EMNLP 2024
Large Language Models for Data Annotation and Synthesis: A Survey EMNLP 2024
RoseLoRA: Row and Column-wise Sparse Low-rank Adaptation of Pre-trained Language Model for Knowledge Editing and Fine-tuning EMNLP 2024
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering EMNLP 2024
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models EMNLP 2024
A Survey on In-context Learning EMNLP 2024
LLMs Are Zero-Shot Context-Aware Simultaneous Translators EMNLP 2024
AgentReview: Exploring Peer Review Dynamics with LLM Agents EMNLP 2024
ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval EMNLP 2024
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments EMNLP 2024
Learning Interpretable Legal Case Retrieval via Knowledge-Guided Case Reformulation EMNLP 2024