conftrace_

large language model evaluation

20 papers

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Also known as

LLM EVALUATION

Co-occurring keywords

large language model (13587) benchmark evaluation (1556) question answering (2963) multi-hop reasoning (423) evaluation benchmark (257) knowledge graph (1837) evaluation framework (138) model evaluation (445) text classification (6793) evaluation aggregation (1)

Papers

KG-MuLQA: A Framework for KG-based Multi-Level QA Extraction and Long-Context LLM Evaluation ACL 2026
Beyond Value Benchmarks: Measuring Value-Structure Alignment in Large Language Models via Symmetric Q-Sorts ACL 2026
ChessArena: A Chess Testbed for Evaluating Strategic Reasoning Capabilities of Large Language Models ACL 2026
Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles EMNLP 2025
StructFlowBench: A Structured Flow Benchmark for Multi-turn Instruction Following ACL 2025
DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation COLING 2025
PricingLogic: Evaluating LLMs Reasoning on Complex Tourism Pricing Tasks EMNLP 2025
IberoBench: A Benchmark for LLM Evaluation in Iberian Languages COLING 2025
Cracking the Code: Multi-domain LLM Evaluation on Real-World Professional Exams in Indonesia NAACL 2025
Instance-level Randomization: Toward More Stable LLM Evaluations EMNLP 2025
Transparent Reference-free Automated Evaluation of Open-Ended User Survey Responses EMNLP 2025
LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models NIPS 2024
Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation EMNLP 2024
Revisiting the Self-Consistency Challenges in Multi-Choice Question Formats for Large Language Model Evaluation COLING 2024
Lost in the Source Language: How Large Language Models Evaluate the Quality of Machine Translation ACL 2024
FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models EMNLP 2024
MCTS: A Multi-Reference Chinese Text Simplification Dataset COLING 2024
Evalverse: Unified and Accessible Library for Large Language Model Evaluation EMNLP 2024
Direct Evaluation of Chain-of-Thought in Multi-hop Reasoning with Knowledge Graphs ACL 2024
Is ChatGPT a Good Teacher Coach? Measuring Zero-Shot Performance For Scoring and Providing Actionable Insights on Classroom Instruction ACL 2023