News
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...
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)...
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...
AutoSDT: Scaling Data-Driven Discovery Tasks Toward Open Co-Scientists
arXiv:2506.08140v1 Announce Type: cross Abstract: Despite long-standing efforts in accelerating scientific discovery with AI, building...
AutoMixer: Checkpoint Artifacts as Automatic Data Mixers
arXiv:2506.21910v1 Announce Type: new Abstract: In language model training, it is desirable to equip models...
Automatically assessing oral narratives of Afrikaans and isiXhosa children
arXiv:2507.13205v1 Announce Type: new Abstract: Developing narrative and comprehension skills in early childhood is critical...
AutoLibra: Agent Metric Induction from Open-Ended Feedback
arXiv:2505.02820v2 Announce Type: replace-cross Abstract: Agents are predominantly evaluated and optimized via task success metrics...
Attention Is Not Always the Answer: Optimizing Voice Activity Detection with Simple Feature Fusion
arXiv:2506.01365v1 Announce Type: cross Abstract: Voice Activity Detection (VAD) plays a key role in speech...
Attention Basin: Why Contextual Position Matters in Large Language Models
arXiv:2508.05128v1 Announce Type: new Abstract: The performance of Large Language Models (LLMs) is significantly sensitive...
AsyncSwitch: Asynchronous Text-Speech Adaptation for Code-Switched ASR
arXiv:2506.14190v1 Announce Type: new Abstract: Developing code-switched ASR systems is challenging due to language ambiguity...
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science
arXiv:2506.13992v1 Announce Type: cross Abstract: Large language models (LLMs) have advanced the automation of data...
Apple Researchers Reveal Structural Failures in Large Reasoning Models Using Puzzle-Based Evaluation
Artificial intelligence has undergone a significant transition from basic language models to advanced models that...
