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Large Language Models

9,067 papers

Papers per year

Papers

Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals ACL 2025
MLAN: Language-Based Instruction Tuning Preserves and Transfers Knowledge in Multimodal Language Models ACL 2025
ToolReAGt: Tool Retrieval for LLM-based Complex Task Solution via Retrieval Augmented Generation ACL 2025
Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025
Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models ACL 2025
Memorization in Language Models through the Lens of Intrinsic Dimension ACL 2025
From Data to Knowledge: Evaluating How Efficiently Language Models Learn Facts ACL 2025
On the Way to LLM Personalization: Learning to Remember User Conversations ACL 2025
Quantifying Memorization in Continual Pre-training with Japanese General or Industry-Specific Corpora ACL 2025
Bring Your Own Knowledge: A Survey of Methods for LLM Knowledge Expansion ACL 2025
LongSafety: Enhance Safety for Long-Context LLMs ACL 2025
Bypassing LLM Guardrails: An Empirical Analysis of Evasion Attacks against Prompt Injection and Jailbreak Detection Systems ACL 2025
MultiReflect: Multimodal Self-Reflective RAG-based Automated Fact-Checking ACL 2025
Multimodal Retrieval-Augmented Generation: Unified Information Processing Across Text, Image, Table, and Video Modalities ACL 2025
Guardians of Trust: Risks and Opportunities for LLMs in Mental Health ACL 2025
Does “Reasoning” with Large Language Models Improve Recognizing, Generating and Reframing Unhelpful Thoughts? ACL 2025
WeQA: A Benchmark for Retrieval Augmented Generation in Wind Energy Domain ACL 2025
Participatory Design for Positive Impact: Behind the Scenes of Three NLP Projects ACL 2025
Cross-cultural Sentiment Analysis of Social Media Responses to a Sudden Crisis Event ACL 2025
ToolReflection: Improving Large Language Models for Real-World API Calls with Self-Generated Data ACL 2025
Decentralized Low-Rank Fine-Tuning of Large Language Models ACL 2025
StateAct: Enhancing LLM Base Agents via Self-prompting and State-tracking ACL 2025
FrontierScience Bench: Evaluating AI Research Capabilities in LLMs ACL 2025
TeXpert: A Multi-Level Benchmark for Evaluating LaTeX Code Generation by LLMs ACL 2025
Predicting The Scholarly Impact of Research Papers Using Retrieval-Augmented LLMs ACL 2025