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Large Language Models

9,067 papers

Papers per year

Papers

Task Knowledge Injection via Interpolations and Reinstatement for Large Language Model Generalization ACL 2025
Unveiling the Key Factors for Distilling Chain-of-Thought Reasoning ACL 2025
Position Paper: MeMo: Towards Language Models with Associative Memory Mechanisms ACL 2025
Let’s Be Self-generated via Step by Step: A Curriculum Learning Approach to Automated Reasoning with Large Language Models ACL 2025
daDPO: Distribution-Aware DPO for Distilling Conversational Abilities ACL 2025
Federated Data-Efficient Instruction Tuning for Large Language Models ACL 2025
ZeroNER: Fueling Zero-Shot Named Entity Recognition via Entity Type Descriptions ACL 2025
UI-E2I-Synth: Advancing GUI Grounding with Large-Scale Instruction Synthesis ACL 2025
A Study into Investigating Temporal Robustness of LLMs ACL 2025
ToolExpNet: Optimizing Multi-Tool Selection in LLMs with Similarity and Dependency-Aware Experience Networks ACL 2025
WebUIBench: A Comprehensive Benchmark for Evaluating Multimodal Large Language Models in WebUI-to-Code ACL 2025
Towards Better Understanding of Program-of-Thought Reasoning in Cross-Lingual and Multilingual Environments ACL 2025
A Fully Automated Pipeline for Conversational Discourse Annotation: Tree Scheme Generation and Labeling with Large Language Models ACL 2025
Can Language Models Serve as Analogy Annotators? ACL 2025
Capturing Nuanced Preferences: Preference-Aligned Distillation for Small Language Models ACL 2025
How Do Multilingual Language Models Remember Facts? ACL 2025
Do Large Language Models Know Folktales? A Case Study of Yokai in Japanese Folktales ACL 2025
BOSE: A Systematic Evaluation Method Optimized for Base Models ACL 2025
On the Consistency of Commonsense in Large Language Models ACL 2025
Statement-Tuning Enables Efficient Cross-lingual Generalization in Encoder-only Models ACL 2025
Enhancing Tool Learning in Large Language Models with Hierarchical Error Checklists ACL 2025
Eliciting Textual Descriptions from Representations of Continuous Prompts ACL 2025
Mitigating Hallucination in Multimodal Large Language Model via Hallucination-targeted Direct Preference Optimization ACL 2025
Review-Instruct: A Review-Driven Multi-Turn Conversations Generation Method for Large Language Models ACL 2025
LoFTI: Localization and Factuality Transfer to Indian Locales ACL 2025