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Large Language Models

2678 directly classified papers

Papers per year

Papers

CoAlign: Uncertainty Calibration of LLM for Geospatial Repartition ACL 2025
Arctic-TILT. Business Document Understanding at Sub-Billion Scale ACL 2025
SpecVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning EMNLP 2025
User Feedback Alignment for LLM-powered Exploration in Large-scale Recommendation Systems ACL 2025
FINKRX: Establishing Best Practices for Korean Financial NLP ACL 2025
Sentiment Reasoning for Healthcare ACL 2025
T-REG: Preference Optimization with Token-Level Reward Regularization ACL 2025
EcoTune: Token-Efficient Multi-Fidelity Hyperparameter Optimization for Large Language Model Inference EMNLP 2025
ENGinius: A Bilingual LLM Optimized for Plant Construction Engineering ACL 2025
ConCodeEval: Evaluating Large Language Models for Code Constraints in Domain-Specific Languages ACL 2025
Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model ACL 2025
MlingConf: A Comprehensive Study of Multilingual Confidence Estimation on Large Language Models ACL 2025
Training Long-Context LLMs Efficiently via Chunk-wise Optimization ACL 2025
Position-Aware Depth Decay Decoding (D3): Boosting Large Language Model Inference Efficiency ACL 2025
Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning ACL 2025
VELA: An LLM-Hybrid-as-a-Judge Approach for Evaluating Long Image Captions EMNLP 2025
Re-TASK: Revisiting LLM Tasks from Capability, Skill, and Knowledge Perspectives ACL 2025
LongCite: Enabling LLMs to Generate Fine-grained Citations in Long-Context QA ACL 2025
Alignment with Fill-In-the-Middle for Enhancing Code Generation EMNLP 2025
Self-Tuning: Instructing LLMs to Effectively Acquire New Knowledge through Self-Teaching ACL 2025
Memory or Reasoning? Explore How LLMs Compute Mixed Arithmetic Expressions ACL 2025
CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenge ACL 2025
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport ACL 2025
Literary Evidence Retrieval via Long-Context Language Models ACL 2025
MEMIT-Merge: Addressing MEMIT’s Key-Value Conflicts in Same-Subject Batch Editing for LLMs ACL 2025