conftrace_

evaluation framework

138 papers

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large language model (13587) language model (4599) text generation (2913) evaluation metric (573) human evaluation (379) retrieval-augmented generation (1592) dialogue system (1667) model evaluation (445) question answering (2963) benchmark evaluation (1556)

Papers

Tau-Eval: A Unified Evaluation Framework for Useful and Private Text Anonymization EMNLP 2025
ReviewEval: An Evaluation Framework for AI-Generated Reviews EMNLP 2025
Stop Playing the Guessing Game! Evaluating Conversational Recommender Systems via Target-free User Simulation EMNLP 2025
DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation EMNLP 2025
Investigating Value-Reasoning Reliability in Small Large Language Models EMNLP 2025
RoDEval: A Robust Word Sense Disambiguation Evaluation Framework for Large Language Models EMNLP 2025
MemeArena: Automating Context-Aware Unbiased Evaluation of Harmfulness Understanding for Multimodal Large Language Models EMNLP 2025
Semantic Inversion, Identical Replies: Revisiting Negation Blindness in Large Language Models EMNLP 2025
Towards a Holistic and Automated Evaluation Framework for Multi-Level Comprehension of LLMs in Book-Length Contexts EMNLP 2025
Do LLMs Behave as Claimed? Investigating How LLMs Follow Their Own Claims using Counterfactual Questions EMNLP 2025
Synthetic Data for Evaluation: Supporting LLM-as-a-Judge Workflows with EvalAssist EMNLP 2025
SynthTextEval: Synthetic Text Data Generation and Evaluation for High-Stakes Domains EMNLP 2025
Can LLMs Narrate Tabular Data? An Evaluation Framework for Natural Language Representations of Text-to-SQL System Outputs EMNLP 2025
Evaluation and Incident Prevention in an Enterprise AI Assistant AAAI 2025
ConsistencyChecker: Tree-based Evaluation of LLM Generalization Capabilities ACL 2025
Diagnosing Failures in Large Language Models’ Answers: Integrating Error Attribution into Evaluation Framework ACL 2025
Towards A “Novel” Benchmark: Evaluating Literary Fiction with Large Language Models ACL 2025
Evaluation Agent: Efficient and Promptable Evaluation Framework for Visual Generative Models ACL 2025
Can Large Language Models Identify Implicit Suicidal Ideation? An Empirical Evaluation EMNLP 2025
AraHalluEval: A Fine-grained Hallucination Evaluation Framework for Arabic LLMs EMNLP 2025
PersonaGym: Evaluating Persona Agents and LLMs EMNLP 2025
Assessing Socio-Cultural Alignment and Technical Safety of Sovereign LLMs EMNLP 2025
Dissecting Logical Reasoning in LLMs: A Fine-Grained Evaluation and Supervision Study EMNLP 2025
UPME: An Unsupervised Peer Review Framework for Multimodal Large Language Model Evaluation CVPR 2025
TN-Eval: Rubric and Evaluation Protocols for Measuring the Quality of Behavioral Therapy Notes ACL 2025