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Evaluation

74 papers

Papers per year

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69

Papers

OLA: Output Language Alignment in Code-Switched LLM Interactions ACL 2026
Toward Robust Evaluation for Multilingual Grammatical Error Correction: Can Large Language Models Replace Human References? ACL 2026
CIG: Measuring Conversational Information Gain in Deliberative Dialogues with Semantic Memory Dynamics ACL 2026
Macaron: Controlled, Human-Written Benchmark for Multilingual and Multicultural Reasoning via Template-Filling ACL 2026
Translation or Recitation? Calibrating Evaluation Scores for Machine Translation of Extremely Low-Resource Languages ACL 2026
Revisiting Evaluation of Question Answering Systems in Low-Resource Indic Languages: Bridging Human and Metric Alignment ACL 2026
TokCollate: A Comprehensive Tool for Tokenizer Evaluation and Visualization across Languages ACL 2026
AutoChecklist: Composable Pipelines for Checklist Generation and Scoring with LLM-as-a-Judge ACL 2026
TokLens: A Multilingual Lens on Tokenizer Quality for LLMs ACL 2026
BanglaSocialBench: A Benchmark for Evaluating Sociopragmatic and Cultural Alignment of LLMs in Bangladeshi Social Interaction ACL 2026
Confidence as a Tie-Breaker: Reassessing Multilingual Hedging Bias in LLM-as-a-Judge Evaluation ACL 2026
BanglaSTEM: A Parallel Corpus and Term-Weighted Evaluation for Technical Bangla-English Translation ACL 2026
Semantic Span Annotation: An Exploratory Study of LLM Annotation ACL 2026
Eye Movement Features Can Predict Human Preferences on Machine-Generated Texts ACL 2026
Dynamic Meta-Metrics: Source-Sentence Conditioned Weighting for MT Evaluation ACL 2026
Linguistically-Informed Evaluation of LLMs on Acceptability Judgments in a Forced-Choice Paradigm ACL 2026
Mind the Gap: Multilingual Divide in LLM Bias Detection and Reasoning ACL 2026
LLM as a Meta-Judge: Synthetic Data for NLP Evaluation Metric Validation ACL 2026
Diagnose, Then Repair: A Two-Stage MQM-Guided Post-Editing Framework for Domain-Specific Machine Translation ACL 2026
A Dual-Perspective NLG Meta-Evaluation Framework with Automatic Benchmark and Better Interpretability ACL 2025
HAUSER: Towards Holistic and Automatic Evaluation of Simile Generation ACL 2023
FactSpotter: Evaluating the Factual Faithfulness of Graph-to-Text Generation EMNLP 2023
SyntaxGym: An Online Platform for Targeted Evaluation of Language Models ACL 2020
The price of debiasing automatic metrics in natural language evalaution ACL 2018