Large Language Models

Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards EMNLP 2025 Benchmarking LLMs and LLM-based Agents in Practical Vulnerability Detection for Code Repositories ACL 2025 Benchmarking LLMs for Translating Classical Chinese Poetry: Evaluating Adequacy, Fluency, and Elegance EMNLP 2025 Benchmarking LLMs' Judgments with No Gold Standard ICLR 2025 Benchmarking LLMs on Semantic Overlap Summarization EMNLP 2025 Benchmarking Multimodal Large Language Models Against Image Corruptions ICCV 2025 Benchmarking Open-ended Audio Dialogue Understanding for Large Audio-Language Models ACL 2025 Benchmarking the Performance of Pre-trained LLMs across Urdu NLP Tasks COLING 2025 Benchmarking zero-shot biomedical relation triplet extraction across language model architectures ACL 2025 Beneath the Surface of Consistency: Exploring Cross-lingual Knowledge Representation Sharing in LLMs NAACL 2025 Bengali ChartSumm: A Benchmark Dataset and study on feasibility of Large Language Models on Bengali Chart to Text Summarization COLING 2025 Benign Samples Matter! Fine-tuning On Outlier Benign Samples Severely Breaks Safety ICML 2025 Best Friends Forever NeurIPS 2025 BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute ICML 2025 Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases ACL 2025 Better Instruction-Following Through Minimum Bayes Risk ICLR 2025 Better Red Teaming via Searching with Large Language Model ACL 2025 Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs ACL 2025 Beyond A Single AI Cluster: A Survey of Decentralized LLM Training EMNLP 2025 Beyond Base Predictors: Using LLMs to Resolve Ambiguities in Akkadian Lemmatization NAACL 2025 Beyond Binary Animacy: A Multi-Method Investigation of LMs’ Sensitivity in English Object Relative Clauses NAACL 2025 Beyond Context to Cognitive Appraisal: Emotion Reasoning as a Theory of Mind Benchmark for Large Language Models ACL 2025 Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals’ Subjective Text Perceptions ACL 2025 Beyond Demonstrations: Dynamic Vector Construction from Latent Representations EMNLP 2025 Beyond Dialogue: A Profile-Dialogue Alignment Framework Towards General Role-Playing Language Model ACL 2025