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Large Language Models

2678 directly classified papers

Papers per year

Papers

Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations ACL 2025
MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction ACL 2025
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation ACL 2025
FEA-Bench: A Benchmark for Evaluating Repository-Level Code Generation for Feature Implementation ACL 2025
Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025
ImPart: Importance-Aware Delta-Sparsification for Improved Model Compression and Merging in LLMs ACL 2025
Probing LLMs for Multilingual Discourse Generalization Through a Unified Label Set ACL 2025
Segment First or Comprehend First? Explore the Limit of Unsupervised Word Segmentation with Large Language Models ACL 2025
Error-driven Data-efficient Large Multimodal Model Tuning ACL 2025
LoGU: Long-form Generation with Uncertainty Expressions ACL 2025
Best Practices for Distilling Large Language Models into BERT for Web Search Ranking COLING 2025
Bi-Tuning with Collaborative Information for Controllable LLM-based Sequential Recommendation ACL 2025
Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025
ToneCraft: Cantonese Lyrics Generation with Harmony of Tones and Pitches EMNLP 2025
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale? COLING 2025
VF-Eval: Evaluating Multimodal LLMs for Generating Feedback on AIGC Videos ACL 2025
Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output COLING 2025
V-Oracle: Making Progressive Reasoning in Deciphering Oracle Bones for You and Me ACL 2025
T-REG: Preference Optimization with Token-Level Reward Regularization ACL 2025
Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning ACL 2025
Automated CAD Modeling Sequence Generation from Text Descriptions via Transformer-Based Large Language Models ACL 2025
Efficient and Robust Reinforcement Learning from Human Feedback AAAI 2025
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation ACL 2025
DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph ACL 2025
A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models ACL 2025