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Large Language Models

9067 directly classified papers

Papers per year

Papers

sPhinX: Sample Efficient Multilingual Instruction Fine-Tuning Through N-shot Guided Prompting ACL 2025
Evaluating Intermediate Reasoning of Code-Assisted Large Language Models for Mathematics ACL 2025
TheoremExplainAgent: Towards Video-based Multimodal Explanations for LLM Theorem Understanding ACL 2025
Meetalk: Retrieval-Augmented and Adaptively Personalized Meeting Summarization with Knowledge Learning from User Corrections ACL 2025
Unlocking General Long Chain-of-Thought Reasoning Capabilities of Large Language Models via Representation Engineering ACL 2025
Teaching Large Language Models to Express Knowledge Boundary from Their Own Signals ACL 2025
Drift: Enhancing LLM Faithfulness in Rationale Generation via Dual-Reward Probabilistic Inference ACL 2025
RATSD: Retrieval Augmented Truthfulness Stance Detection from Social Media Posts Toward Factual Claims NAACL 2025
Improving Pre-trained Language Models with Knowledge Enhancement and Filtering Framework NAACL 2025
A Recipe of Parallel Corpora Exploitation for Multilingual Large Language Models NAACL 2025
How Well Do LLMs Handle Cantonese? Benchmarking Cantonese Capabilities of Large Language Models NAACL 2025
FinNLI: Novel Dataset for Multi-Genre Financial Natural Language Inference Benchmarking NAACL 2025
Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs NAACL 2025
Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks NAACL 2025
Robust Bias Detection in MLMs and its Application to Human Trait Ratings NAACL 2025
How Inclusively do LMs Perceive Social and Moral Norms? NAACL 2025
Chain-of-Rank: Enhancing Large Language Models for Domain-Specific RAG in Edge Device NAACL 2025
LlamaLens: Specialized Multilingual LLM for Analyzing News and Social Media Content NAACL 2025
SeaExam and SeaBench: Benchmarking LLMs with Local Multilingual Questions in Southeast Asia NAACL 2025
M-IFEval: Multilingual Instruction-Following Evaluation NAACL 2025
DiPT: Enhancing LLM Reasoning through Diversified Perspective-Taking NAACL 2025
LLMs for Extremely Low-Resource Finno-Ugric Languages NAACL 2025
A Survey to Recent Progress Towards Understanding In-Context Learning NAACL 2025
Uncovering Latent Arguments in Social Media Messaging by Employing LLMs-in-the-Loop Strategy NAACL 2025
U-MATH: A University-Level Benchmark for Evaluating Mathematical Skills in Large Language Models ACL 2025