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Large Language Models

9,067 papers

Papers per year

Papers

Student Data Paradox and Curious Case of Single Student-Tutor Model: Regressive Side Effects of Training LLMs for Personalized Learning EMNLP 2024
MalAlgoQA: Pedagogical Evaluation of Counterfactual Reasoning in Large Language Models and Implications for AI in Education EMNLP 2024
Sonnet or Not, Bot? Poetry Evaluation for Large Models and Datasets EMNLP 2024
Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs EMNLP 2024
LLM generated responses to mitigate the impact of hate speech EMNLP 2024
How Does Quantization Affect Multilingual LLMs? EMNLP 2024
Domain Adaptation via Prompt Learning for Alzheimer’s Detection EMNLP 2024
SPINACH: SPARQL-Based Information Navigation for Challenging Real-World Questions EMNLP 2024
On the Limited Generalization Capability of the Implicit Reward Model Induced by Direct Preference Optimization EMNLP 2024
Multi-label Sequential Sentence Classification via Large Language Model EMNLP 2024
VarBench: Robust Language Model Benchmarking Through Dynamic Variable Perturbation EMNLP 2024
Gloss2Text: Sign Language Gloss translation using LLMs and Semantically Aware Label Smoothing EMNLP 2024
Gradient Localization Improves Lifelong Pretraining of Language Models EMNLP 2024
The Overlooked Repetitive Lengthening Form in Sentiment Analysis EMNLP 2024
Remember This Event That Year? Assessing Temporal Information and Understanding in Large Language Models EMNLP 2024
FactAlign: Long-form Factuality Alignment of Large Language Models EMNLP 2024
Inference and Verbalization Functions During In-Context Learning EMNLP 2024
SedarEval: Automated Evaluation using Self-Adaptive Rubrics EMNLP 2024
BiMediX: Bilingual Medical Mixture of Experts LLM EMNLP 2024
To Know or Not To Know? Analyzing Self-Consistency of Large Language Models under Ambiguity EMNLP 2024
Routing in Sparsely-gated Language Models responds to Context EMNLP 2024
Learning, Forgetting, Remembering: Insights From Tracking LLM Memorization During Training EMNLP 2024
Language Models Linearly Represent Sentiment EMNLP 2024
LLM Internal States Reveal Hallucination Risk Faced With a Query EMNLP 2024
Can We Statically Locate Knowledge in Large Language Models? Financial Domain and Toxicity Reduction Case Studies EMNLP 2024