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Large Language Models

9067 directly classified papers

Papers per year

Papers

A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models NAACL 2025
Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming IJCAI 2025
How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models NAACL 2025
RATSD: Retrieval Augmented Truthfulness Stance Detection from Social Media Posts Toward Factual Claims NAACL 2025
SAP: Privacy-Preserving Fine-Tuning on Language Models with Split-and-Privatize Framework IJCAI 2025
Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework NAACL 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025
VRCP: Vocabulary Replacement Continued Pretraining for Efficient Multilingual Language Models COLING 2025
CoderAgent: Simulating Student Behavior for Personalized Programming Learning with Large Language Models IJCAI 2025
Web-Based Corpus Compilation of the Emirati Arabic Dialect COLING 2025
Position: Iterative Online-Offline Joint Optimization is Needed to Manage Complex LLM Copyright Risks ICML 2025
MIRROR: Multi-agent Intra- and Inter-Reflection for Optimized Reasoning in Tool Learning IJCAI 2025
Evaluating Dialect Robustness of Language Models via Conversation Understanding COLING 2025
Empirical Evaluation of Pre-trained Language Models for Summarizing Moroccan Darija News Articles COLING 2025
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs NAACL 2025
Tooling or Not Tooling? The Impact of Tools on Language Agents for Chemistry Problem Solving NAACL 2025
The Nakba Lexicon: Building a Comprehensive Dataset from Palestinian Literature COLING 2025
Sentiment Analysis of Nakba Oral Histories: A Critical Study of Large Language Models COLING 2025
Generative FrameNet: Scalable and Adaptive Frames for Interpretable Knowledge Storage and Retrieval for LLMs Powered by LLMs COLING 2025
Beyond Data Quantity: Key Factors Driving Performance in Multilingual Language Models COLING 2025
Social Bias in Large Language Models For Bangla: An Empirical Study on Gender and Religious Bias COLING 2025
Towards Inclusive Arabic LLMs: A Culturally Aligned Benchmark in Arabic Large Language Model Evaluation COLING 2025
NusaBERT: Teaching IndoBERT to be Multilingual and Multicultural COLING 2025
Dynamic Chunking and Selection for Reading Comprehension of Ultra-Long Context in Large Language Models ACL 2025
On Synthesizing Data for Context Attribution in Question Answering ACL 2025