arXiv:2507.16002v1 Announce Type: new Abstract: One major challenge in natural language processing is named entity recognition (NER), which identifies and...

arXiv:2411.19951v5 Announce Type: replace-cross Abstract: Recent years have seen the success of Multimodal Large Language Models (MLLMs) in the domain...

arXiv:2410.02760v3 Announce Type: replace Abstract: In this work, we introduce Erasure of Language Memory (ELM), a principled approach to concept-level...

arXiv:2506.06821v3 Announce Type: replace Abstract: Large Language Models (LLMs) have demonstrated remarkable capabilities in code generation, capable of tackling complex...

arXiv:2507.15868v1 Announce Type: new Abstract: Large language models (LLMs) now write code in settings where misreading a single word can...

arXiv:2507.14683v1 Announce Type: new Abstract: Large language models have recently evolved from fluent text generation to advanced reasoning across diverse...

arXiv:2503.10968v2 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have shown notable potential in code generation for optimization algorithms, unlocking...

arXiv:2507.14688v1 Announce Type: new Abstract: Post-training has emerged as a crucial technique for aligning pre-trained Large Language Models (LLMs) with...

arXiv:2504.03022v2 Announce Type: replace Abstract: Prior work on in-context copying has shown the existence of induction heads, which attend to...