Large Language Models

3D-LLaVA: Towards Generalist 3D LMMs with Omni Superpoint Transformer CVPR 2025 3D-Properties: Identifying Challenges in DPO and Charting a Path Forward ICLR 2025 3D Question Answering via only 2D Vision-Language Models ICML 2025 3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding AAAI 2025 3DS-VLA: A 3D Spatial-Aware Vision Language Action Model for Robust Multi-Task Manipulation CoRL 2025 7 Points to Tsinghua but 10 Points to ? Assessing Large Language Models in Agentic Multilingual National Bias ACL 2025 𝒜3: Automatic Alignment Framework for Attributed Text Generation ACL 2025 AAAR-1.0: Assessing AI’s Potential to Assist Research ICML 2025 AA-SLLM: An Acoustically Augmented Speech Large Language Model for Speech Emotion Recognition Interspeech 2025 ABDUL: A New Approach to Build Language Models for Dialects Using Formal Language Corpora Only NAACL 2025 AbGen: Evaluating Large Language Models in Ablation Study Design and Evaluation for Scientific Research ACL 2025 ABHINAYA - A System for Speech Emotion Recognition In Naturalistic Conditions Challenge Interspeech 2025 A Bounding Box is Worth One Token - Interleaving Layout and Text in a Large Language Model for Document Understanding ACL 2025 AbsVis – Benchmarking How Humans and Vision-Language Models “See” Abstract Concepts in Images EMNLP 2025 A Calibrated Reflection Approach for Enhancing Confidence Estimation in LLMs NAACL 2025 A Case Study of Cross-Lingual Zero-Shot Generalization for Classical Languages in LLMs ACL 2025 A Causal World Model Underlying Next Token Prediction: Exploring GPT in a Controlled Environment ICML 2025 Accelerated Diffusion Models via Speculative Sampling ICML 2025 Accelerated Test-Time Scaling with Model-Free Speculative Sampling EMNLP 2025 Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence EMNLP 2025 Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps ACL 2025 Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review CoNLL 2025 Accelerating Large Language Model Reasoning via Speculative Search ICML 2025 Accelerating LLM Inference with Lossless Speculative Decoding Algorithms for Heterogeneous Vocabularies ICML 2025 Accelerating LLM Reasoning via Early Rejection with Partial Reward Modeling EMNLP 2025