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Large Language Models

2678 directly classified papers

Papers per year

Papers

L3i++ at GenAI Detection Task 1: Can Label-Supervised LLaMA Detect Machine-Generated Text? COLING 2025
CMI-AIGCX at GenAI Detection Task 2: Leveraging Multilingual Proxy LLMs for Machine-Generated Text Detection in Academic Essays COLING 2025
GenAI Content Detection Task 2: AI vs. Human – Academic Essay Authenticity Challenge COLING 2025
Pangram at GenAI Detection Task 3: An Active Learning Approach to Machine-Generated Text Detection COLING 2025
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval COLING 2025
On Reducing Factual Hallucinations in Graph-to-Text Generation Using Large Language Models COLING 2025
GraphRAG: Leveraging Graph-Based Efficiency to Minimize Hallucinations in LLM-Driven RAG for Finance Data COLING 2025
Structured Knowledge meets GenAI: A Framework for Logic-Driven Language Models COLING 2025
Refining Noisy Knowledge Graph with Large Language Models COLING 2025
Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus: A Case Study for Hindi LLMs COLING 2025
From Arabic Text to Puzzles: LLM-Driven Development of Arabic Educational Crosswords COLING 2025
AraSim: Optimizing Arabic Dialect Translation in Children’s Literature with LLMs and Similarity Scores COLING 2025
Decoding Semantic Representations in the Brain Under Language Stimuli with Large Language Models COLING 2025
Alignment-Augmented Speculative Decoding with Alignment Sampling and Conditional Verification EMNLP 2025
PSET: a Phonetics-Semantics Evaluation Testbed EMNLP 2025
Registering Source Tokens to Target Language Spaces in Multilingual Neural Machine Translation ACL 2025
Avoidance Decoding for Diverse Multi-Branch Story Generation EMNLP 2025
LookAlike: Consistent Distractor Generation in Math MCQs ACL 2025
ToDi: Token-wise Distillation via Fine-Grained Divergence Control EMNLP 2025
Sequence-level Large Language Model Training with Contrastive Preference Optimization NAACL 2025
SPECS: Specificity-Enhanced CLIP-Score for Long Image Caption Evaluation EMNLP 2025
Benchmarking Distributional Alignment of Large Language Models NAACL 2025
LLM-Based Explicit Models of Opponents for Multi-Agent Games NAACL 2025
Dynamic Data Mixing Maximizes Instruction Tuning for Mixture-of-Experts NAACL 2025
Sample-aware Adaptive Structured Pruning for Large Language Models AAAI 2025