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Large Language Models

2678 directly classified papers

Papers per year

Papers

GAMA: A Large Audio-Language Model with Advanced Audio Understanding and Complex Reasoning Abilities EMNLP 2024
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models EMNLP 2024
FRoG: Evaluating Fuzzy Reasoning of Generalized Quantifiers in LLMs EMNLP 2024
Aligning Large Language Models with Diverse Political Viewpoints EMNLP 2024
“You Gotta be a Doctor, Lin” : An Investigation of Name-Based Bias of Large Language Models in Employment Recommendations EMNLP 2024
Extending Context Window of Large Language Models from a Distributional Perspective EMNLP 2024
Unveiling Factual Recall Behaviors of Large Language Models through Knowledge Neurons EMNLP 2024
Breaking Language Barriers: Cross-Lingual Continual Pre-Training at Scale EMNLP 2024
Can Large Language Models Faithfully Express Their Intrinsic Uncertainty in Words? EMNLP 2024
A Thorough Examination of Decoding Methods in the Era of LLMs EMNLP 2024
Exploring Nested Named Entity Recognition with Large Language Models: Methods, Challenges, and Insights EMNLP 2024
ReCaLL: Membership Inference via Relative Conditional Log-Likelihoods EMNLP 2024
“Flex Tape Can’t Fix That”: Bias and Misinformation in Edited Language Models EMNLP 2024
LIONs: An Empirically Optimized Approach to Align Language Models EMNLP 2024
Efficient Sequential Decision Making with Large Language Models EMNLP 2024
APPLS: Evaluating Evaluation Metrics for Plain Language Summarization EMNLP 2024
Synchronous Faithfulness Monitoring for Trustworthy Retrieval-Augmented Generation EMNLP 2024
Precise Model Benchmarking with Only a Few Observations EMNLP 2024
Breaking ReLU Barrier: Generalized MoEfication for Dense Pretrained Models EMNLP 2024
I Learn Better If You Speak My Language: Understanding the Superior Performance of Fine-Tuning Large Language Models with LLM-Generated Responses EMNLP 2024
Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models EMNLP 2024
Demystifying Verbatim Memorization in Large Language Models EMNLP 2024
DataTales: A Benchmark for Real-World Intelligent Data Narration EMNLP 2024
Stable Language Model Pre-training by Reducing Embedding Variability EMNLP 2024
Kiss up, Kick down: Exploring Behavioral Changes in Multi-modal Large Language Models with Assigned Visual Personas EMNLP 2024