Cover Image

ATEB: Evaluating and Improving Advanced NLP Tasks for Text Embedding Models

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Han, Simeng, Gomez, Frank Palma, Vu, Tu, Li, Zefei, Cer, Daniel, Zeng, Hansi, Tar, Chris, Cohan, Arman, Abrego, Gustavo Hernandez
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems
by: Gomez, Frank Palma, et al.
Published: (2024)

Evaluating Legal Reasoning Traces with Legal Issue Tree Rubrics
by: Lee, Jinu, et al.
Published: (2025)

HYBRIDMIND: Meta Selection of Natural Language and Symbolic Language for Enhanced LLM Reasoning
by: Han, Simeng, et al.
Published: (2024)

YaleNLP @ PerAnsSumm 2025: Multi-Perspective Integration via Mixture-of-Agents for Enhanced Healthcare QA Summarization
by: Jang, Dongsuk, et al.
Published: (2025)

Foundational Autoraters: Taming Large Language Models for Better Automatic Evaluation
by: Vu, Tu, et al.
Published: (2024)

Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval
by: Thakur, Nandan, et al.
Published: (2023)

CRISP: Clustering Multi-Vector Representations for Denoising and Pruning
by: Veneroso, João, et al.
Published: (2025)

On Evaluating LLM Alignment by Evaluating LLMs as Judges
by: Liu, Yixin, et al.
Published: (2025)

Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective
by: Zhang, Siyue, et al.
Published: (2025)

Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models
by: Riddell, Martin, et al.
Published: (2024)

ResearchGym: Evaluating Language Model Agents on Real-World AI Research
by: Garikaparthi, Aniketh, et al.
Published: (2026)

FinLFQA: Evaluating Attributed Text Generation of LLMs in Financial Long-Form Question Answering
by: Long, Yitao, et al.
Published: (2025)

Observable Propagation: Uncovering Feature Vectors in Transformers
by: Dunefsky, Jacob, et al.
Published: (2023)

One-shot Optimized Steering Vectors Mediate Safety-relevant Behaviors in LLMs
by: Dunefsky, Jacob, et al.
Published: (2025)

Rethinking Reasoning-Intensive Retrieval: Evaluating and Advancing Retrievers in Agentic Search Systems
by: Zhao, Yilun, et al.
Published: (2026)

SciMDR: Advancing Scientific Multimodal Document Reasoning
by: Chen, Ziyu, et al.
Published: (2026)

Simulating Task-Oriented Dialogues with State Transition Graphs and Large Language Models
by: Samarinas, Chris, et al.
Published: (2024)

RouterRetriever: Routing over a Mixture of Expert Embedding Models
by: Lee, Hyunji, et al.
Published: (2024)

Bayesian Calibration of Win Rate Estimation with LLM Evaluators
by: Gao, Yicheng, et al.
Published: (2024)

Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL
by: Shen, Yifei, et al.
Published: (2026)

Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization
by: Liu, Yixin, et al.
Published: (2023)

Make Each Token Count: Towards Improving Long-Context Performance with KV Cache Eviction
by: Bui, Ngoc, et al.
Published: (2026)

SAGE: Benchmarking and Improving Retrieval for Deep Research Agents
by: Hu, Tiansheng, et al.
Published: (2026)

Márgenes en la producción de soja durante las recesiones y expansiones económicas
by: Cohan, Pedro, et al.
Published: (2014)

P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains
by: Han, Simeng, et al.
Published: (2024)

Understanding Reference Policies in Direct Preference Optimization
by: Liu, Yixin, et al.
Published: (2024)

SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers
by: Singh, Shruti, et al.
Published: (2024)

On the Benefits of Fine-Grained Loss Truncation: A Case Study on Factuality in Summarization
by: Flores, Lorenzo Jaime Yu, et al.
Published: (2024)

Gecko: Versatile Text Embeddings Distilled from Large Language Models
by: Lee, Jinhyuk, et al.
Published: (2024)

Evaluating NLP Embedding Models for Handling Science-Specific Symbolic Expressions in Student Texts
by: Bleckmann, Tom, et al.
Published: (2025)

HumanEval Pro and MBPP Pro: Evaluating Large Language Models on Self-invoking Code Generation
by: Yu, Zhaojian, et al.
Published: (2024)

SciVer: Evaluating Foundation Models for Multimodal Scientific Claim Verification
by: Wang, Chengye, et al.
Published: (2025)

Improving Compositional Attribute Binding in Text-to-Image Generative Models via Enhanced Text Embeddings
by: Zarei, Arman, et al.
Published: (2024)

Características clínicas de dos probables casos de síndrome de Angelman en el Hospital Nacional de Niños
by: Marvin Midence Cerda
Published: (2004)

Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers
by: Xu, Zhijian, et al.
Published: (2025)

TESS: Text-to-Text Self-Conditioned Simplex Diffusion
by: Mahabadi, Rabeeh Karimi, et al.
Published: (2023)

Magnetoelectric effect of multiferroic metals
by: Han, Zefei, et al.
Published: (2025)

Fürth Sonnen-Apotheke (ca. 1924/1947)
by: Köhnlein, Hansi
Published: (2024)

Evaluation Metrics for Text Data Augmentation in NLP
by: Amadeus, Marcellus, et al.
Published: (2024)

References Improve LLM Alignment in Non-Verifiable Domains
by: Shi, Kejian, et al.
Published: (2026)