Text2Cypher Across Languages: Evaluating and Finetuning LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Ozsoy, Makbule Gulcin, Tai, William |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multilingual Prompts in LLM-Based Recommenders: Performance Across Languages
by: Ozsoy, Makbule Gulcin
Published: (2024)
by: Ozsoy, Makbule Gulcin
Published: (2024)
Incremental Multilingual Text2Cypher with Adapter Combination
by: Ozsoy, Makbule Gulcin
Published: (2026)
by: Ozsoy, Makbule Gulcin
Published: (2026)
Toward Multi-Database Query Reasoning for Text2Cypher
by: Ozsoy, Makbule Gulcin
Published: (2026)
by: Ozsoy, Makbule Gulcin
Published: (2026)
Extending Confidence-Based Text2Cypher with Grammar and Schema Aware Filtering
by: Ozsoy, Makbule Gulcin
Published: (2026)
by: Ozsoy, Makbule Gulcin
Published: (2026)
Multi-Margin Cosine Loss: Proposal and Application in Recommender Systems
by: Ozsoy, Makbule Gulcin
Published: (2024)
by: Ozsoy, Makbule Gulcin
Published: (2024)
Enhancing Text2Cypher with Schema Filtering
by: Ozsoy, Makbule Gulcin
Published: (2025)
by: Ozsoy, Makbule Gulcin
Published: (2025)
Text2Cypher: Data Pruning using Hard Example Selection
by: Ozsoy, Makbule Gulcin
Published: (2025)
by: Ozsoy, Makbule Gulcin
Published: (2025)
Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework
by: Tiwari, Aman, et al.
Published: (2024)
by: Tiwari, Aman, et al.
Published: (2024)
Adaptive Two-Phase Finetuning LLMs for Japanese Legal Text Retrieval
by: Trung, Quang Hoang, et al.
Published: (2024)
by: Trung, Quang Hoang, et al.
Published: (2024)
Text2Cypher: Bridging Natural Language and Graph Databases
by: Ozsoy, Makbule Gulcin, et al.
Published: (2024)
by: Ozsoy, Makbule Gulcin, et al.
Published: (2024)
Do Large Language Models Rank Fairly? An Empirical Study on the Fairness of LLMs as Rankers
by: Wang, Yuan, et al.
Published: (2024)
by: Wang, Yuan, et al.
Published: (2024)
Evaluating the Performance of LLMs on Technical Language Processing tasks
by: Kernycky, Andrew, et al.
Published: (2024)
by: Kernycky, Andrew, et al.
Published: (2024)
Text Clustering as Classification with LLMs
by: Huang, Chen, et al.
Published: (2024)
by: Huang, Chen, et al.
Published: (2024)
Unifying Adversarial Robustness and Training Across Text Scoring Models
by: Tamber, Manveer Singh, et al.
Published: (2026)
by: Tamber, Manveer Singh, et al.
Published: (2026)
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications
by: Ma, Yongqiang, et al.
Published: (2024)
by: Ma, Yongqiang, et al.
Published: (2024)
Graph Fusion Across Languages using Large Language Models
by: Kyaw, Kaung Myat, et al.
Published: (2026)
by: Kyaw, Kaung Myat, et al.
Published: (2026)
Training LLMs to be Better Text Embedders through Bidirectional Reconstruction
by: Su, Chang, et al.
Published: (2025)
by: Su, Chang, et al.
Published: (2025)
A Text is Worth Several Tokens: Text Embedding from LLMs Secretly Aligns Well with The Key Tokens
by: Nie, Zhijie, et al.
Published: (2024)
by: Nie, Zhijie, et al.
Published: (2024)
Redefining Retrieval Evaluation in the Era of LLMs
by: Trappolini, Giovanni, et al.
Published: (2025)
by: Trappolini, Giovanni, et al.
Published: (2025)
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval
by: Thakur, Nandan, et al.
Published: (2023)
by: Thakur, Nandan, et al.
Published: (2023)
Evaluating LLMs for Gender Disparities in Notable Persons
by: Rhue, Lauren, et al.
Published: (2024)
by: Rhue, Lauren, et al.
Published: (2024)
Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets
by: Gupta, Vatsal, et al.
Published: (2023)
by: Gupta, Vatsal, et al.
Published: (2023)
Improving Text Embeddings with Large Language Models
by: Wang, Liang, et al.
Published: (2023)
by: Wang, Liang, et al.
Published: (2023)
Milco: Learned Sparse Retrieval Across Languages via a Multilingual Connector
by: Nguyen, Thong, et al.
Published: (2025)
by: Nguyen, Thong, et al.
Published: (2025)
Can LLMs Outshine Conventional Recommenders? A Comparative Evaluation
by: Liu, Qijiong, et al.
Published: (2025)
by: Liu, Qijiong, et al.
Published: (2025)
Rethinking the Evaluation of Dialogue Systems: Effects of User Feedback on Crowdworkers and LLMs
by: Siro, Clemencia, et al.
Published: (2024)
by: Siro, Clemencia, et al.
Published: (2024)
LLMs-as-Judges: A Comprehensive Survey on LLM-based Evaluation Methods
by: Li, Haitao, et al.
Published: (2024)
by: Li, Haitao, et al.
Published: (2024)
Enhancing Lexicon-Based Text Embeddings with Large Language Models
by: Lei, Yibin, et al.
Published: (2025)
by: Lei, Yibin, et al.
Published: (2025)
Text-to-Pipeline: Bridging Natural Language and Data Preparation Pipelines
by: Ge, Yuhang, et al.
Published: (2025)
by: Ge, Yuhang, et al.
Published: (2025)
Passage-specific Prompt Tuning for Passage Reranking in Question Answering with Large Language Models
by: Wu, Xuyang, et al.
Published: (2024)
by: Wu, Xuyang, et al.
Published: (2024)
Text2Token: Unsupervised Text Representation Learning with Token Target Prediction
by: An, Ruize, et al.
Published: (2025)
by: An, Ruize, et al.
Published: (2025)
Evaluating Small Open LLMs for Medical Question Answering: A Practical Framework
by: Buskila, Avi-ad Avraam
Published: (2026)
by: Buskila, Avi-ad Avraam
Published: (2026)
Enhancing Answer Attribution for Faithful Text Generation with Large Language Models
by: Vladika, Juraj, et al.
Published: (2024)
by: Vladika, Juraj, et al.
Published: (2024)
Hierarchical Retrieval: The Geometry and a Pretrain-Finetune Recipe
by: You, Chong, et al.
Published: (2025)
by: You, Chong, et al.
Published: (2025)
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems
by: Roy, Soham, et al.
Published: (2025)
by: Roy, Soham, et al.
Published: (2025)
Exploring the Landscape of Text-to-SQL with Large Language Models: Progresses, Challenges and Opportunities
by: Huang, Yiming, et al.
Published: (2025)
by: Huang, Yiming, et al.
Published: (2025)
Towards Fine-Grained Citation Evaluation in Generated Text: A Comparative Analysis of Faithfulness Metrics
by: Zhang, Weijia, et al.
Published: (2024)
by: Zhang, Weijia, et al.
Published: (2024)
Hallucination Detection and Evaluation of Large Language Model
by: Zhang, Chenggong, et al.
Published: (2025)
by: Zhang, Chenggong, et al.
Published: (2025)
Large Language Models as Evaluators for Recommendation Explanations
by: Zhang, Xiaoyu, et al.
Published: (2024)
by: Zhang, Xiaoyu, et al.
Published: (2024)
Delta Activations: A Representation for Finetuned Large Language Models
by: Xu, Zhiqiu, et al.
Published: (2025)
by: Xu, Zhiqiu, et al.
Published: (2025)
Similar Items
-
Multilingual Prompts in LLM-Based Recommenders: Performance Across Languages
by: Ozsoy, Makbule Gulcin
Published: (2024) -
Incremental Multilingual Text2Cypher with Adapter Combination
by: Ozsoy, Makbule Gulcin
Published: (2026) -
Toward Multi-Database Query Reasoning for Text2Cypher
by: Ozsoy, Makbule Gulcin
Published: (2026) -
Extending Confidence-Based Text2Cypher with Grammar and Schema Aware Filtering
by: Ozsoy, Makbule Gulcin
Published: (2026) -
Multi-Margin Cosine Loss: Proposal and Application in Recommender Systems
by: Ozsoy, Makbule Gulcin
Published: (2024)