Large Language Models

Balancing Knowledge Updates: Toward Unified Modular Editing in LLMs ACML 2025 Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation IJCAI 2025 BARTABSA++: Revisiting BARTABSA with Decoder LLMs ACL 2025 Benchmarking Distributional Alignment of Large Language Models NAACL 2025 Benchmarking LLM Faithfulness in RAG with Evolving Leaderboards EMNLP 2025 Benchmarking Long-Context Language Models on Long Code Understanding ACL 2025 Benchmarking the Performance of Pre-trained LLMs across Urdu NLP Tasks COLING 2025 BeSimulator: A Large Language Model Powered Text-based Behavior Simulator EMNLP 2025 Best Practices for Distilling Large Language Models into BERT for Web Search Ranking COLING 2025 Better Aligned with Survey Respondents or Training Data? Unveiling Political Leanings of LLMs on U.S. Supreme Court Cases ACL 2025 Beyond A Single AI Cluster: A Survey of Decentralized LLM Training EMNLP 2025 Beyond Correctness: Confidence-Aware Reward Modeling for Enhancing Large Language Model Reasoning EMNLP 2025 Beyond Facts: Evaluating Intent Hallucination in Large Language Models ACL 2025 Beyond Generalization :Evaluating Multilingual LLMs for Yorùbá Animal Health Translation ACL 2025 Beyond Logits: Aligning Feature Dynamics for Effective Knowledge Distillation ACL 2025 Beyond Metrics: Evaluating LLMs Effectiveness in Culturally Nuanced, Low-Resource Real-World Scenarios ACL 2025 Beyond Prompt Engineering: Robust Behavior Control in LLMs via Steering Target Atoms ACL 2025 Beyond Text: Unveiling Privacy Vulnerabilities in Multi-modal Retrieval-Augmented Generation EMNLP 2025 Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing EMNLP 2025 Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models NAACL 2025 BIG5-CHAT: Shaping LLM Personalities Through Training on Human-Grounded Data ACL 2025 Big Escape Benchmark: Evaluating Human-Like Reasoning in Language Models via Real-World Escape Room Challenges ACL 2025 BiMediX2 : Bio-Medical EXpert LMM for Diverse Medical Modalities EMNLP 2025 Binary Classifier Optimization for Large Language Model Alignment ACL 2025 Biodiversity ambition analysis with Large Language Models ACL 2025