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Large Language Models

2678 directly classified papers

Papers per year

Papers

T-REG: Preference Optimization with Token-Level Reward Regularization ACL 2025
OmniEval: An Omnidirectional and Automatic RAG Evaluation Benchmark in Financial Domain EMNLP 2025
Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning ACL 2025
PSET: a Phonetics-Semantics Evaluation Testbed EMNLP 2025
Opt-Out: Investigating Entity-Level Unlearning for Large Language Models via Optimal Transport ACL 2025
Automated Clinical Data Extraction with Knowledge Conditioned LLMs COLING 2025
Mixture of Small and Large Models for Chinese Spelling Check ACL 2025
Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster EMNLP 2025
SGIC: A Self-Guided Iterative Calibration Framework for RAG ACL 2025
ToneCraft: Cantonese Lyrics Generation with Harmony of Tones and Pitches EMNLP 2025
Pretraining Context Compressor for Large Language Models with Embedding-Based Memory ACL 2025
DisLoRA: Task-specific Low-Rank Adaptation via Orthogonal Basis from Singular Value Decomposition EMNLP 2025
PopAlign: Diversifying Contrasting Patterns for a More Comprehensive Alignment ACL 2025
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale? COLING 2025
Unveiling the Potential of BERT-family: A New Recipe for Building Scalable, General and Competitive Large Language Models ACL 2025
Advancing Fine-Grained Visual Understanding with Multi-Scale Alignment in Multi-Modal Models EMNLP 2025
VISA: Retrieval Augmented Generation with Visual Source Attribution ACL 2025
DCIS: Efficient Length Extrapolation of LLMs via Divide-and-Conquer Scaling Factor Search EMNLP 2025
Analyzing and Mitigating Inconsistency in Discrete Speech Tokens for Neural Codec Language Models ACL 2025
Improving Chemical Understanding of LLMs via SMILES Parsing EMNLP 2025
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing ACL 2025
Enhancing Large Language Models for Scientific Multimodal Summarization with Multimodal Output COLING 2025
LETS-C: Leveraging Text Embedding for Time Series Classification ACL 2025
Evaluating the Effectiveness and Scalability of LLM-Based Data Augmentation for Retrieval EMNLP 2025
More Data or Better Data? A Critical Analysis of Data Selection and Synthesis for Mathematical Reasoning EMNLP 2025