PrefixNLI: Detecting Factual Inconsistencies as Soon as They Arise
Fuente:
arXiv
Saved in:
| Main Authors: | Harary, Sapir, Hirsch, Eran, Slobodkin, Aviv, Wan, David, Bansal, Mohit, Dagan, Ido |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
GenerationPrograms: Fine-grained Attribution with Executable Programs
by: Wan, David, et al.
Published: (2025)
by: Wan, David, et al.
Published: (2025)
LAQuer: Localized Attribution Queries in Content-grounded Generation
by: Hirsch, Eran, et al.
Published: (2025)
by: Hirsch, Eran, et al.
Published: (2025)
Dont Add, dont Miss: Effective Content Preserving Generation from Pre-Selected Text Spans
by: Slobodkin, Aviv, et al.
Published: (2023)
by: Slobodkin, Aviv, et al.
Published: (2023)
Attribute First, then Generate: Locally-attributable Grounded Text Generation
by: Slobodkin, Aviv, et al.
Published: (2024)
by: Slobodkin, Aviv, et al.
Published: (2024)
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP
by: Goldman, Omer, et al.
Published: (2024)
by: Goldman, Omer, et al.
Published: (2024)
Localizing Factual Inconsistencies in Attributable Text Generation
by: Cattan, Arie, et al.
Published: (2024)
by: Cattan, Arie, et al.
Published: (2024)
Explicating the Implicit: Argument Detection Beyond Sentence Boundaries
by: Roit, Paul, et al.
Published: (2024)
by: Roit, Paul, et al.
Published: (2024)
QAPyramid: Fine-grained Evaluation of Content Selection for Text Summarization
by: Zhang, Shiyue, et al.
Published: (2024)
by: Zhang, Shiyue, et al.
Published: (2024)
A Unifying Scheme for Extractive Content Selection Tasks
by: Amar, Shmuel, et al.
Published: (2025)
by: Amar, Shmuel, et al.
Published: (2025)
EventFull: Complete and Consistent Event Relation Annotation
by: Eirew, Alon, et al.
Published: (2024)
by: Eirew, Alon, et al.
Published: (2024)
Multi-Review Fusion-in-Context
by: Slobodkin, Aviv, et al.
Published: (2024)
by: Slobodkin, Aviv, et al.
Published: (2024)
Identifying User Goals from UI Trajectories
by: Berkovitch, Omri, et al.
Published: (2024)
by: Berkovitch, Omri, et al.
Published: (2024)
The Power of Summary-Source Alignments
by: Ernst, Ori, et al.
Published: (2024)
by: Ernst, Ori, et al.
Published: (2024)
CLATTER: Comprehensive Entailment Reasoning for Hallucination Detection
by: Eliav, Ron, et al.
Published: (2025)
by: Eliav, Ron, et al.
Published: (2025)
Fast and Accurate Factual Inconsistency Detection Over Long Documents
by: Lattimer, Barrett Martin, et al.
Published: (2023)
by: Lattimer, Barrett Martin, et al.
Published: (2023)
Semantic Sensitivities and Inconsistent Predictions: Measuring the Fragility of NLI Models
by: Arakelyan, Erik, et al.
Published: (2024)
by: Arakelyan, Erik, et al.
Published: (2024)
Small Models, Big Results: Achieving Superior Intent Extraction through Decomposition
by: Cohen, Danielle, et al.
Published: (2025)
by: Cohen, Danielle, et al.
Published: (2025)
Discourse-Driven Evaluation: Unveiling Factual Inconsistency in Long Document Summarization
by: Zhong, Yang, et al.
Published: (2025)
by: Zhong, Yang, et al.
Published: (2025)
Empty Shelves or Lost Keys? Recall Is the Bottleneck for Parametric Factuality
by: Calderon, Nitay, et al.
Published: (2026)
by: Calderon, Nitay, et al.
Published: (2026)
Effective QA-driven Annotation of Predicate-Argument Relations Across Languages
by: Davidov, Jonathan, et al.
Published: (2026)
by: Davidov, Jonathan, et al.
Published: (2026)
Enabling Intrinsic Reasoning over Dense Geospatial Embeddings with DFR-Gemma
by: Zhang, Xuechen, et al.
Published: (2026)
by: Zhang, Xuechen, et al.
Published: (2026)
Exposing and Addressing Cross-Task Inconsistency in Unified Vision-Language Models
by: Maharana, Adyasha, et al.
Published: (2023)
by: Maharana, Adyasha, et al.
Published: (2023)
MAMM-Refine: A Recipe for Improving Faithfulness in Generation with Multi-Agent Collaboration
by: Wan, David, et al.
Published: (2025)
by: Wan, David, et al.
Published: (2025)
PrefixMemory-Tuning: Modernizing Prefix-Tuning by Decoupling the Prefix from Attention
by: Wang, Haonan, et al.
Published: (2025)
by: Wang, Haonan, et al.
Published: (2025)
User-Centric Evidence Ranking for Attribution and Fact Verification
by: Alt, Guy, et al.
Published: (2026)
by: Alt, Guy, et al.
Published: (2026)
Detecting Prefix Bias in LLM-based Reward Models
by: Kumar, Ashwin, et al.
Published: (2025)
by: Kumar, Ashwin, et al.
Published: (2025)
Factual Inconsistency in Data-to-Text Generation Scales Exponentially with LLM Size: A Statistical Validation
by: Mahapatra, Joy, et al.
Published: (2025)
by: Mahapatra, Joy, et al.
Published: (2025)
Language Models Identify Ambiguities and Exploit Loopholes
by: Choi, Jio, et al.
Published: (2025)
by: Choi, Jio, et al.
Published: (2025)
LACIE: Listener-Aware Finetuning for Confidence Calibration in Large Language Models
by: Stengel-Eskin, Elias, et al.
Published: (2024)
by: Stengel-Eskin, Elias, et al.
Published: (2024)
Teaching Models to Balance Resisting and Accepting Persuasion
by: Stengel-Eskin, Elias, et al.
Published: (2024)
by: Stengel-Eskin, Elias, et al.
Published: (2024)
HALT-RAG: A Task-Adaptable Framework for Hallucination Detection with Calibrated NLI Ensembles and Abstention
by: Goswami, Saumya, et al.
Published: (2025)
by: Goswami, Saumya, et al.
Published: (2025)
Contrastive Region Guidance: Improving Grounding in Vision-Language Models without Training
by: Wan, David, et al.
Published: (2024)
by: Wan, David, et al.
Published: (2024)
Efficient Data Generation for Source-grounded Information-seeking Dialogs: A Use Case for Meeting Transcripts
by: Golany, Lotem, et al.
Published: (2024)
by: Golany, Lotem, et al.
Published: (2024)
XNLIeu: a dataset for cross-lingual NLI in Basque
by: Heredia, Maite, et al.
Published: (2024)
by: Heredia, Maite, et al.
Published: (2024)
Self-Correcting Text-to-Video Generation with Misalignment Detection and Localized Refinement
by: Lee, Daeun, et al.
Published: (2024)
by: Lee, Daeun, et al.
Published: (2024)
On Early Detection of Hallucinations in Factual Question Answering
by: Snyder, Ben, et al.
Published: (2023)
by: Snyder, Ben, et al.
Published: (2023)
Faithful and Robust LLM-Driven Theorem Proving for NLI Explanations
by: Quan, Xin, et al.
Published: (2025)
by: Quan, Xin, et al.
Published: (2025)
Affective-NLI: Towards Accurate and Interpretable Personality Recognition in Conversation
by: Wen, Zhiyuan, et al.
Published: (2024)
by: Wen, Zhiyuan, et al.
Published: (2024)
Inducing Systematicity in Transformers by Attending to Structurally Quantized Embeddings
by: Jiang, Yichen, et al.
Published: (2024)
by: Jiang, Yichen, et al.
Published: (2024)
Retrieval-Augmented Generation with Conflicting Evidence
by: Wang, Han, et al.
Published: (2025)
by: Wang, Han, et al.
Published: (2025)
Similar Items
-
GenerationPrograms: Fine-grained Attribution with Executable Programs
by: Wan, David, et al.
Published: (2025) -
LAQuer: Localized Attribution Queries in Content-grounded Generation
by: Hirsch, Eran, et al.
Published: (2025) -
Dont Add, dont Miss: Effective Content Preserving Generation from Pre-Selected Text Spans
by: Slobodkin, Aviv, et al.
Published: (2023) -
Attribute First, then Generate: Locally-attributable Grounded Text Generation
by: Slobodkin, Aviv, et al.
Published: (2024) -
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP
by: Goldman, Omer, et al.
Published: (2024)