Cover Image

VeriFastScore: Speeding up long-form factuality evaluation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rajendhran, Rishanth, Zadeh, Amir, Sarte, Matthew, Li, Chuan, Iyyer, Mohit
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

StoryScope: Investigating idiosyncrasies in AI fiction
by: Russell, Jenna, et al.
Published: (2026)

VERISCORE: Evaluating the factuality of verifiable claims in long-form text generation
by: Song, Yixiao, et al.
Published: (2024)

Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness
by: Gupta, Ashim, et al.
Published: (2023)

Frankentext: Stitching random text fragments into long-form narratives
by: Pham, Chau Minh, et al.
Published: (2025)

BLEUBERI: BLEU is a surprisingly effective reward for instruction following
by: Chang, Yapei, et al.
Published: (2025)

CLIPPER: Compression enables long-context synthetic data generation
by: Pham, Chau Minh, et al.
Published: (2025)

Suri: Multi-constraint Instruction Following for Long-form Text Generation
by: Pham, Chau Minh, et al.
Published: (2024)

Localizing and Mitigating Errors in Long-form Question Answering
by: Sachdeva, Rachneet, et al.
Published: (2024)

Literary Evidence Retrieval via Long-Context Language Models
by: Thai, Katherine, et al.
Published: (2025)

One ruler to measure them all: Benchmarking multilingual long-context language models
by: Kim, Yekyung, et al.
Published: (2025)

BooookScore: A systematic exploration of book-length summarization in the era of LLMs
by: Chang, Yapei, et al.
Published: (2023)

CaLMQA: Exploring culturally specific long-form question answering across 23 languages
by: Arora, Shane, et al.
Published: (2024)

Iteratively Prompting Multimodal LLMs to Reproduce Natural and AI-Generated Images
by: Naseh, Ali, et al.
Published: (2024)

Beyond Precision: Importance-Aware Recall for Factuality Evaluation in Long-Form LLM Generation
by: Jafari, Nazanin, et al.
Published: (2026)

Recovering Diversity Without Losing Alignment: A DPO Recipe for Post-Trained LLMs
by: Samuel, Vinay, et al.
Published: (2026)

Does quantization affect models' performance on long-context tasks?
by: Mekala, Anmol, et al.
Published: (2025)

Bifrost-1: Bridging Multimodal LLMs and Diffusion Models with Patch-level CLIP Latents
by: Lin, Han, et al.
Published: (2025)

One Thousand and One Pairs: A "novel" challenge for long-context language models
by: Karpinska, Marzena, et al.
Published: (2024)

Measuring short-form factuality in large language models
by: Wei, Jason, et al.
Published: (2024)

People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text
by: Russell, Jenna, et al.
Published: (2025)

Long-form factuality in large language models
by: Wei, Jerry, et al.
Published: (2024)

EditLens: Quantifying the Extent of AI Editing in Text
by: Thai, Katherine, et al.
Published: (2025)

PostMark: A Robust Blackbox Watermark for Large Language Models
by: Chang, Yapei, et al.
Published: (2024)

Whose story is it? Personalizing story generation by inferring author styles
by: Kumar, Nischal Ashok, et al.
Published: (2025)

Argument Collapse: LLMs Flatten Long-Form Public Debate
by: Kim, Yekyung, et al.
Published: (2026)

TopicGPT: A Prompt-based Topic Modeling Framework
by: Pham, Chau Minh, et al.
Published: (2023)

Large Language Models, scientific knowledge and factuality: A framework to streamline human expert evaluation
by: Wysocka, Magdalena, et al.
Published: (2023)

Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision
by: Pala, Tej Deep, et al.
Published: (2025)

Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries
by: Malaviya, Chaitanya, et al.
Published: (2024)

AI use in American newspapers is widespread, uneven, and rarely disclosed
by: Russell, Jenna, et al.
Published: (2025)

CECOR: Correction-oriented synthetic data construction for factual error correction
by: Zhu, Lei, et al.
Published: (2026)

Collaborative decoding of critical tokens for boosting factuality of large language models
by: Jin, Lifeng, et al.
Published: (2024)

PromptDistill: Query-based Selective Token Retention in Intermediate Layers for Efficient Large Language Model Inference
by: Jin, Weisheng, et al.
Published: (2025)

MLRIP: Pre-training a military language representation model with informative factual knowledge and professional knowledge base
by: Li, Hui, et al.
Published: (2022)

Interactive Topic Models with Optimal Transport
by: Dhanania, Garima, et al.
Published: (2024)

BEARCUBS: A benchmark for computer-using web agents
by: Song, Yixiao, et al.
Published: (2025)

SqueezeComposer: Temporal Speed-up is A Simple Trick for Long-form Music Composing
by: Chen, Jianyi, et al.
Published: (2026)

On Positional Bias of Faithfulness for Long-form Summarization
by: Wan, David, et al.
Published: (2024)

OWL: Probing Cross-Lingual Recall of Memorized Texts via World Literature
by: Srivastava, Alisha, et al.
Published: (2025)

FABLES: Evaluating faithfulness and content selection in book-length summarization
by: Kim, Yekyung, et al.
Published: (2024)