新闻
Loss Landscape Degeneracy and Stagewise Development in Transformers
arXiv:2402.02364v3 Announce Type: replace-cross Abstract: Deep learning involves navigating a high-dimensional loss landscape over the...
LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating
arXiv:2412.18424v3 Announce Type: replace-cross Abstract: Large vision language models (LVLMs) have improved the document understanding...
Locate-and-Focus: Enhancing Terminology Translation in Speech Language Models
arXiv:2507.18263v1 Announce Type: new Abstract: Direct speech translation (ST) has garnered increasing attention nowadays, yet...
LLMs Struggle with Real Conversations: Microsoft and Salesforce Researchers Reveal a 39% Performance Drop in Multi-Turn Underspecified Tasks
Conversational artificial intelligence is centered on enabling large language models (LLMs) to engage in dynamic...
LLMs for Customized Marketing Content Generation and Evaluation at Scale
arXiv:2506.17863v1 Announce Type: new Abstract: Offsite marketing is essential in e-commerce, enabling businesses to reach...
LLMs Can Also Do Well! Breaking Barriers in Semantic Role Labeling via Large Language Models
arXiv:2506.05385v1 Announce Type: new Abstract: Semantic role labeling (SRL) is a crucial task of natural...
LLM-Independent Adaptive RAG: Let the Question Speak for Itself
arXiv:2505.04253v1 Announce Type: new Abstract: Large Language Models~(LLMs) are prone to hallucinations, and Retrieval-Augmented Generation...
LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey
arXiv:2505.00753v4 Announce Type: replace Abstract: Recent advances in large language models (LLMs) have sparked growing...
LLM-as-a-Judge: Can Language Models Be Trusted to Evaluate Other Models?
Exploring the promise, pitfalls, and practical applications of using LLMs to automate AI evaluation — from synthetic...
LLM-as-a-Judge for Reference-less Automatic Code Validation and Refinement for Natural Language to Bash in IT Automation
arXiv:2506.11237v1 Announce Type: cross Abstract: In an effort to automatically evaluate and select the best...
LLaPa: A Vision-Language Model Framework for Counterfactual-Aware Procedural Planning
arXiv:2507.08496v1 Announce Type: new Abstract: While large language models (LLMs) have advanced procedural planning for...
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs
arXiv:2505.09338v1 Announce Type: new Abstract: We observe a novel phenomenon, contextual entrainment, across a wide...
