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Large Language Models

2678 directly classified papers

Papers per year

Papers

QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation ACL 2025
Do LLMs Understand Dialogues? A Case Study on Dialogue Acts ACL 2025
Research Borderlands: Analysing Writing Across Research Cultures ACL 2025
Balancing Diversity and Risk in LLM Sampling: How to Select Your Method and Parameter for Open-Ended Text Generation ACL 2025
Who Writes What: Unveiling the Impact of Author Roles on AI-generated Text Detection ACL 2025
Colloquial Singaporean English Style Transfer with Fine-Grained Explainable Control ACL 2025
From Informal to Formal – Incorporating and Evaluating LLMs on Natural Language Requirements to Verifiable Formal Proofs ACL 2025
Scaling Laws and Efficient Inference for Ternary Language Models ACL 2025
SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025
Synergizing Unsupervised Episode Detection with LLMs for Large-Scale News Events ACL 2025
Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement ACL 2025
More is not always better? Enhancing Many-Shot In-Context Learning with Differentiated and Reweighting Objectives ACL 2025
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Models ACL 2025
CCHall: A Novel Benchmark for Joint Cross-Lingual and Cross-Modal Hallucinations Detection in Large Language Models ACL 2025
A Survey on Efficient Large Language Model Training: From Data-centric Perspectives ACL 2025
Internal Value Alignment in Large Language Models through Controlled Value Vector Activation ACL 2025
GRAM: Generative Recommendation via Semantic-aware Multi-granular Late Fusion ACL 2025
Decoder-Only LLMs can be Masked Auto-Encoders ACL 2025
MindRef: Mimicking Human Memory for Hierarchical Reference Retrieval with Fine-Grained Location Awareness ACL 2025
Best Practices for Distilling Large Language Models into BERT for Web Search Ranking COLING 2025
PEIRCE: Unifying Material and Formal Reasoning via LLM-Driven Neuro-Symbolic Refinement ACL 2025
Multi-Programming Language Sandbox for LLMs ACL 2025
GigaChat Family: Efficient Russian Language Modeling Through Mixture of Experts Architecture ACL 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning ACL 2025
Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model ACL 2025