← Models
Deep Learning › Models ›

Large Language Models

2678 directly classified papers

Papers per year

Papers

From Syntax to Semantics: Evaluating the Impact of Linguistic Structures on LLM-Based Information Extraction ACL 2025
Exploring Multilingual Probing in Large Language Models: A Cross-Language Analysis ACL 2025
Self-Contrastive Loop of Thought Method for Text-to-SQL Based on Large Language Model ACL 2025
BARTABSA++: Revisiting BARTABSA with Decoder LLMs ACL 2025
Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs ACL 2025
Language Models are Universal Embedders ACL 2025
ASPERA: A Simulated Environment to Evaluate Planning for Complex Action Execution ACL 2025
Improving Automatic Evaluation of Large Language Models (LLMs) in Biomedical Relation Extraction via LLMs-as-the-Judge ACL 2025
Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning EMNLP 2025
Language Fusion for Parameter-Efficient Cross-lingual Transfer ACL 2025
EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation EMNLP 2025
AAD-LLM: Neural Attention-Driven Auditory Scene Understanding ACL 2025
RD-MCSA: A Multi-Class Sentiment Analysis Approach Integrating In-Context Classification Rationales and Demonstrations EMNLP 2025
The Efficiency vs. Accuracy Trade-off: Optimizing RAG-Enhanced LLM Recommender Systems Using Multi-Head Early Exit ACL 2025
FilBench: Can LLMs Understand and Generate Filipino? EMNLP 2025
RATIONALYST: Pre-training Process-Supervision for Improving Reasoning ACL 2025
Exploring the Hidden Capacity of LLMs for One-Step Text Generation EMNLP 2025
RoCoFT: Efficient Finetuning of Large Language Models with Row-Column Updates ACL 2025
Investigating How Pre-training Data Leakage Affects Models’ Reproduction and Detection Capabilities EMNLP 2025
Scaling Laws and Efficient Inference for Ternary Language Models ACL 2025
Grounding Multilingual Multimodal LLMs With Cultural Knowledge EMNLP 2025
Internal Value Alignment in Large Language Models through Controlled Value Vector Activation ACL 2025
Best Practices for Distilling Large Language Models into BERT for Web Search Ranking COLING 2025
Recurrent Knowledge Identification and Fusion for Language Model Continual Learning ACL 2025
Enhancing Large Vision-Language Models with Ultra-Detailed Image Caption Generation EMNLP 2025