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LLMs & Foundation Models· 2026-11-13#Jev#Multilingual Evaluation#LLM-as-a-Judge#Confidence Routing#Judge Calibration
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Researchers evaluated Jev against a generative LLM judge on four human-annotated multiling…
Research & Papers· 2026-11-13
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A study of math-item generation and essay feedback finds that outputs from frontier and op…
LLMs & Foundation Models· 2026-11-13
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FairSumEval introduces an evidence-aware, fact-level evaluation framework for clinical dis…
Research & Papers· 2026-11-13
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This study separates three effects commonly conflated in tokenizer comparisons: tokenizati…
Research & Papers· 2026-11-13
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BEST-RQ learns efficient speech representations from large-scale unlabeled audio through r…
Research & Papers· 2026-11-13
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This paper adapts a frozen general-purpose multimodal LLM into a word-level full-duplex sp…
LLMs & Foundation Models· 2026-11-13
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MDU is a multilingual document-understanding benchmark covering 13 tasks, five languages, …
Agentic· 2026-11-13
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This work presents a framework for persona-based user simulation that formalizes target co…
LLMs & Foundation Models· 2026-11-13
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MITRA-Swarm decomposes classical Sanskrit machine translation into explicit Sandhi segment…
Research & Papers· 2026-11-13
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Kalai et al. evaluated four fully open language-model recipes, 12 post-training checkpoint…
Research & Papers· 2026-11-13
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A study of open LLM arena leaderboards shows that rankings built from anonymous pairwise v…
Agentic· 2026-11-13
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Researchers evaluated 150 human participants, computer-use agents, and text-prompted langu…
