semantic equivalence

EquivPruner: Boosting Efficiency and Quality in LLM-Based Search via Action Pruning ACL 2026 SURE or Not? Investigating Semantic Understanding in Dense Retrieval Models ACL 2026 Who Judges the Judge? Evaluating LLM-as-a-Judge for French Medical open-ended QA EACL 2026 Aligning Large Language Models to Follow Instructions and Hallucinate Less via Effective Data Filtering ACL 2025 Analyzing and Improving Coherence of Large Language Models in Question Answering NAACL 2025 Don’t Get Lost in the Trees: Streamlining LLM Reasoning by Overcoming Tree Search Exploration Pitfalls ACL 2025 Dung’s Argumentation Framework: Unveiling the Expressive Power with Inconsistent Databases AAAI 2025 DyCodeEval: Dynamic Benchmarking of Reasoning Capabilities in Code Large Language Models Under Data Contamination ICML 2025 Evaluating NL2SQL via SQL2NL EMNLP 2025 Flaw or Artifact? Rethinking Prompt Sensitivity in Evaluating LLMs EMNLP 2025 Improving Document Retrieval Coherence for Semantically Equivalent Queries IJCNLP 2025 Investigating Value-Reasoning Reliability in Small Large Language Models EMNLP 2025 Mapping from Meaning: Addressing the Miscalibration of Prompt-Sensitive Language Models AAAI 2025 Query Variant Detection Using Retriever as Environment NAACL 2025 ReproHum #0744-02: A Reproduction of the Human Evaluation of Meaning Preservation in “Factorising Meaning and Form for Intent-Preserving Paraphrasing” ACL 2025 Same Question, Different Words: A Latent Adversarial Framework for Prompt Robustness EMNLP 2025 The Structural Safety Generalization Problem ACL 2025 Towards Automatic Evaluation for Image Transcreation NAACL 2025 Towards Semantic Equivalence of Tokenization in Multimodal LLM ICLR 2025 Accurate and Nuanced Open-QA Evaluation Through Textual Entailment ACL 2024 A Novel Metric for Measuring the Robustness of Large Language Models in Non-adversarial Scenarios EMNLP 2024 Causality Based Front-door Defense Against Backdoor Attack on Language Models ICML 2024 CLEAN–EVAL: Clean Evaluation on Contaminated Large Language Models NAACL 2024 Contrastive Instruction Tuning ACL 2024 Detecting Logic Bugs in Database Engines via Equivalent Expression Transformation OSDI 2024