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Benchmarking the Pedagogical Knowledge of Large Language Models

arXiv:2506.18710v3 Announce Type: replace Abstract: Benchmarks like Massive Multitask Language Understanding (MMLU) have played a...

Benchmarking Chinese Commonsense Reasoning with a Multi-hop Reasoning Perspective

arXiv:2510.08800v1 Announce Type: new Abstract: While Large Language Models (LLMs) have demonstrated advanced reasoning capabilities...

BEAT: Visual Backdoor Attacks on VLM-based Embodied Agents via Contrastive Trigger Learning

arXiv:2510.27623v3 Announce Type: replace-cross Abstract: Recent advances in Vision-Language Models (VLMs) have propelled embodied agents...

Batch-Max: Higher LLM Throughput using Larger Batch Sizes and KV Cache Compression

arXiv:2412.05693v3 Announce Type: replace Abstract: Several works have developed eviction policies to remove key-value (KV)...

Base Models Beat Aligned Models at Randomness and Creativity

arXiv:2505.00047v2 Announce Type: replace Abstract: Alignment has quickly become a default ingredient in LLM development...

BanglaIPA: Towards Robust Text-to-IPA Transcription with Contextual Rewriting in Bengali

arXiv:2601.01778v1 Announce Type: new Abstract: Despite its widespread use, Bengali lacks a robust automated International...

Aya Vision: Advancing the Frontier of Multilingual Multimodality

arXiv:2505.08751v1 Announce Type: new Abstract: Building multimodal language models is fundamentally challenging: it requires aligning...

AWED-FiNER: Agents, Web applications, and Expert Detectors for Fine-grained Named Entity Recognition across 36 Languages for 6.6 Billion Speakers

arXiv:2601.10161v2 Announce Type: replace Abstract: Named Entity Recognition (NER) is a foundational task in Natural...

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