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Large Language Models

9067 directly classified papers

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LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning NAACL 2025
RouteNator: A Router-Based Multi-Modal Architecture for Generating Synthetic Training Data for Function Calling LLMs NAACL 2025
Artificial Relationships in Fiction: A Dataset for Advancing NLP in Literary Domains NAACL 2025
Lexical Semantic Change Annotation with Large Language Models NAACL 2025
Empowering Low-Resource Languages: TraSe Architecture for Enhanced Retrieval-Augmented Generation in Bangla NAACL 2025
Beyond English: The Impact of Prompt Translation Strategies across Languages and Tasks in Multilingual LLMs NAACL 2025
A Comparative Analysis of Word Segmentation, Part-of-Speech Tagging, and Named Entity Recognition for Historical Chinese Sources, 1900-1950 NAACL 2025
RAG-Enhanced Neural Machine Translation of Ancient Egyptian Text: A Case Study of THOTH AI NAACL 2025
MITRA-zh-eval: Using a Buddhist Chinese Language Evaluation Dataset to Assess Machine Translation and Evaluation Metrics NAACL 2025
Poetry in RAGs: Modern Greek interwar poetry generation using RAG and contrastive training NAACL 2025
Evaluating Large Language Models for Narrative Topic Labeling NAACL 2025
Advancing Sentiment Analysis in Tamil-English Code-Mixed Texts: Challenges and Transformer-Based Solutions NAACL 2025
Augmented Close Reading for Classical Latin using BERT for Intertextual Exploration NAACL 2025
Historical Ink: Exploring Large Language Models for Irony Detection in 19th-Century Spanish NAACL 2025
Named Entity Inference Attacks on Clinical LLMs: Exploring Privacy Risks and the Impact of Mitigation Strategies NAACL 2025
Studying the Representation of the LGBTQ+ Community in RuPaul’s Drag Race with LLM-Based Topic Modeling NAACL 2025
Guardrails, not Guidance: Understanding Responses to LGBTQ+ Language in Large Language Models NAACL 2025
Prompt Tuning Can Simply Adapt Large Language Models to Text Encoders NAACL 2025
A Comparative Study of Learning Paradigms in Large Language Models via Intrinsic Dimension NAACL 2025
Cracking the Code: Enhancing Implicit Hate Speech Detection through Coding Classification NAACL 2025
Line of Duty: Evaluating LLM Self-Knowledge via Consistency in Feasibility Boundaries NAACL 2025
Automatic normalization of noisy technical reports with an LLM: What effects on a downstream task? NAACL 2025
We’re Calling an Intervention: Exploring Fundamental Hurdles in Adapting Language Models to Nonstandard Text NAACL 2025
On-Device LLMs for Home Assistant: Dual Role in Intent Detection and Response Generation NAACL 2025
Personas with Attitudes: Controlling LLMs for Diverse Data Annotation ACL 2025