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Large Language Models

102 directly classified papers

Papers per year

Papers

Evaluating Moral Beliefs across LLMs through a Pluralistic Framework EMNLP 2024
How Reliable Are Automatic Evaluation Methods for Instruction-Tuned LLMs? EMNLP 2024
CEAMC: Corpus and Empirical Study of Argument Analysis in Education via LLMs EMNLP 2024
Towards Robust Evaluation of Unlearning in LLMs via Data Transformations EMNLP 2024
Rethinking LLM Memorization through the Lens of Adversarial Compression NIPS 2024
End-To-End Causal Effect Estimation from Unstructured Natural Language Data NIPS 2024
Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation NIPS 2024
Online Iterative Reinforcement Learning from Human Feedback with General Preference Model NIPS 2024
TableRAG: Million-Token Table Understanding with Language Models NIPS 2024
DiReCT: Diagnostic Reasoning for Clinical Notes via Large Language Models NIPS 2024
Discovering Preference Optimization Algorithms with and for Large Language Models NIPS 2024
”So, are you a different person today?” Analyzing Bias in Questions during Parole Hearings EMNLP 2024
Grammar-Aligned Decoding NIPS 2024
Irish-based Large Language Model with Extreme Low-Resource Settings in Machine Translation ACL 2024
HBUT at #SMM4H 2024 Task2: Cross-lingual Few-shot Medical Entity Extraction using a Large Language Model ACL 2024
Enhancing Social Media Health Prediction Certainty by Integrating Large Language Models with Transformer Classifiers ACL 2024
Deloitte at #SMM4H 2024: Can GPT-4 Detect COVID-19 Tweets Annotated by Itself? ACL 2024
Financial Product Ontology Population with Large Language Models ACL 2024
Enhanced Financial Sentiment Analysis and Trading Strategy Development Using Large Language Models ACL 2024
Moral Foundations of Large Language Models EMNLP 2024
DetoxLLM: A Framework for Detoxification with Explanations EMNLP 2024
Promoting Constructive Deliberation: Reframing for Receptiveness EMNLP 2024
Text Embedding Inversion Security for Multilingual Language Models ACL 2024
Observing the Southern US Culture of Honor Using Large-Scale Social Media Analysis EMNLP 2024
I Need Help! Evaluating LLM’s Ability to Ask for Users’ Support: A Case Study on Text-to-SQL Generation EMNLP 2024