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LLM (Chat & Instruction) AI research – Page 16 · SOTA2 Research
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LLM (Chat & Instruction)
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6 benchmarks · 1 papers
Tutor Robustness Evaluation
6 benchmarks · 4 papers
Generalization Reasoning
6 benchmarks · 1 papers
Long-context answering with citations
6 benchmarks · 5 papers
Empathetic Dialogue Generation
6 benchmarks · 1 papers
Multi-turn MLLM Safety Evaluation
6 benchmarks · 3 papers
LLM Prefill Throughput
6 benchmarks · 5 papers
Reasoning & General
6 benchmarks · 7 papers
Multi-Task Reasoning
6 benchmarks · 4 papers
Long-context Summarization
6 benchmarks · 2 papers
Repetition Mitigation
6 benchmarks · 2 papers
Long-horizon agentic task
6 benchmarks · 4 papers
Refusal Detection
6 benchmarks · 2 papers
LLM Performance Estimation
6 benchmarks · 1 papers
First Incorrect Step Identification
6 benchmarks · 2 papers
Poetry Generation
6 benchmarks · 1 papers
vLLM Model Deployment and Inference
6 benchmarks · 2 papers
Agent Interaction
6 benchmarks · 2 papers
Generative Performance
6 benchmarks · 1 papers
Personalized Long-Form Generation
5 benchmarks · 2 papers
Lifelong Model Editing
5 benchmarks · 1 papers
Legal Contract Revision
5 benchmarks · 1 papers
Process-level Evaluation
5 benchmarks · 1 papers
Hallucination Rate Assessment
5 benchmarks · 1 papers
LLM Filtering
5 benchmarks · 1 papers
Simple Instruction Following
5 benchmarks · 1 papers
Semantic Instruction Following
5 benchmarks · 6 papers
Problem-Solving
5 benchmarks · 3 papers
Dialogue Modeling
5 benchmarks · 1 papers
Multi-turn Inference Latency
5 benchmarks · 5 papers
Zero-shot language evaluation
5 benchmarks · 1 papers
Sequential Composition Generalization
5 benchmarks · 1 papers
Task Vector Performance
Page 16 of 154
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