Large Language Models

AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists EMNLP 2025 Auto-SLURP: A Benchmark Dataset for Evaluating Multi-Agent Frameworks in Smart Personal Assistant EMNLP 2025 Auto-Vocabulary Semantic Segmentation ICCV 2025 Avoiding spurious sharpness minimization broadens applicability of SAM ICML 2025 Awakening Augmented Generation: Learning to Awaken Internal Knowledge of Large Language Models for Question Answering COLING 2025 Awes, Laws, and Flaws From Today’s LLM Research ACL 2025 AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders ICML 2025 BabyLM’s First Words: Word Segmentation as a Phonological Probing Task CoNLL 2025 Backdoor-Powered Prompt Injection Attacks Nullify Defense Methods EMNLP 2025 BAGELS: Benchmarking the Automated Generation and Extraction of Limitations from Scholarly Text EMNLP 2025 Balanced Multi-Factor In-Context Learning for Multilingual Large Language Models EMNLP 2025 Balancing the Budget: Understanding Trade-offs Between Supervised and Preference-Based Finetuning ACL 2025 Balancing User-Item Structure and Interaction with Large Language Models and Optimal Transport for Multimedia Recommendation IJCAI 2025 BALSAM: A Platform for Benchmarking Arabic Large Language Models EMNLP 2025 Bandit-Based Prompt Design Strategy Selection Improves Prompt Optimizers ACL 2025 BanglaByT5: Byte-Level Modelling for Bangla EMNLP 2025 BanglaMATH : A Bangla benchmark dataset for testing LLM mathematical reasoning at grades 6, 7, and 8 EMNLP 2025 Barrier Breakers at BLP-2025 Task 2: Enhancing LLM Code Generation Capabilities through Test-Driven Development and Code Interpreter AACL 2025 Basic Reading Distillation ACL 2025 Batayan: A Filipino NLP benchmark for evaluating Large Language Models ACL 2025 BEDAA: Bayesian Enhanced DeBERTa for Uncertainty-Aware Authorship Attribution ACL 2025 BehaviorBox: Automated Discovery of Fine-Grained Performance Differences Between Language Models ACL 2025 Behavior-SD: Behaviorally Aware Spoken Dialogue Generation with Large Language Models NAACL 2025 Benchmarking and Improving LLM Robustness for Personalized Generation EMNLP 2025 Benchmarking and Understanding Compositional Relational Reasoning of LLMs AAAI 2025