Cover Image

Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Gupta, Ashim, Rajendhran, Rishanth, Stringham, Nathan, Srikumar, Vivek, Marasović, Ana
Format:	Preprint
Published:	2023
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Chain-of-Thought Unfaithfulness as Disguised Accuracy
by: Bentham, Oliver, et al.
Published: (2024)

Test-Time Scaling with Repeated Sampling Improves Multilingual Text Generation
by: Gupta, Ashim, et al.
Published: (2025)

Found in Translation: Measuring Multilingual LLM Consistency as Simple as Translate then Evaluate
by: Gupta, Ashim, et al.
Published: (2025)

VeriFastScore: Speeding up long-form factuality evaluation
by: Rajendhran, Rishanth, et al.
Published: (2025)

State Space Models are Strong Text Rerankers
by: Xu, Zhichao, et al.
Published: (2024)

An Empirical Investigation of Matrix Factorization Methods for Pre-trained Transformers
by: Gupta, Ashim, et al.
Published: (2024)

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

Teaching People LLM's Errors and Getting it Right
by: Stringham, Nathan, et al.
Published: (2025)

Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression
by: Xu, Zhichao, et al.
Published: (2024)

Defragmenting Language Models: An Interpretability-based Approach for Vocabulary Expansion
by: Mehta, Maitrey, et al.
Published: (2026)

LLM-Symbolic Integration for Robust Temporal Tabular Reasoning
by: Kulkarni, Atharv, et al.
Published: (2025)

BriefMe: A Legal NLP Benchmark for Assisting with Legal Briefs
by: Woo, Jesse, et al.
Published: (2025)

Unequal Voices: How LLMs Construct Constrained Queer Narratives
by: Ghosal, Atreya, et al.
Published: (2025)

Named Entity Recognition for Payment Data Using NLP
by: Nayak, Srikumar
Published: (2026)

On Evaluating Explanation Utility for Human-AI Decision Making in NLP
by: Chaleshtori, Fateme Hashemi, et al.
Published: (2024)

Reinforcing Code Generation: Improving Text-to-SQL with Execution-Based Learning
by: Kulkarni, Atharv, et al.
Published: (2025)

InfiniteScienceGym: An Unbounded, Procedurally-Generated Benchmark for Scientific Analysis
by: Bentham, Oliver, et al.
Published: (2026)

Understanding the Logic of Direct Preference Alignment through Logic
by: Richardson, Kyle, et al.
Published: (2024)

Promptly Predicting Structures: The Return of Inference
by: Mehta, Maitrey, et al.
Published: (2024)

Enhancing Question Answering on Charts Through Effective Pre-training Tasks
by: Gupta, Ashim, et al.
Published: (2024)

Faithfulness Metrics Don't Measure Faithfulness: A Meta-Evaluation with Ground Truth
by: Gur-Arieh, Yoav, et al.
Published: (2026)

What Has Been Lost with Synthetic Evaluation?
by: Gill, Alexander, et al.
Published: (2025)

In-Context Example Ordering Guided by Label Distributions
by: Xu, Zhichao, et al.
Published: (2024)

Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps
by: Tutek, Martin, et al.
Published: (2025)

Distillation versus Contrastive Learning: How to Train Your Rerankers
by: Xu, Zhichao, et al.
Published: (2025)

Robust Privacy Amidst Innovation with Large Language Models Through a Critical Assessment of the Risks
by: Chuang, Yao-Shun, et al.
Published: (2024)

Speaking of Language: Reflections on Metalanguage Research in NLP
by: Schneider, Nathan, et al.
Published: (2026)

HQFS: Hybrid Quantum Classical Financial Security with VQC Forecasting, QUBO Annealing, and Audit-Ready Post-Quantum Signing
by: Nayak, Srikumar
Published: (2026)

Measuring the Robustness of NLP Models to Domain Shifts
by: Calderon, Nitay, et al.
Published: (2023)

When in Doubt, Cascade: Towards Building Efficient and Capable Guardrails
by: Nagireddy, Manish, et al.
Published: (2024)

RLShield: Practical Multi-Agent RL for Financial Cyber Defense with Attack-Surface MDPs and Real-Time Response Orchestration
by: Nayak, Srikumar
Published: (2026)

Calm-Whisper: Reduce Whisper Hallucination On Non-Speech By Calming Crazy Heads Down
by: Wang, Yingzhi, et al.
Published: (2025)

Whispering in Amharic: Fine-tuning Whisper for Low-resource Language
by: Gete, Dawit Ketema, et al.
Published: (2025)

Revisiting Overthinking in Long Chain-of-Thought from the Perspective of Self-Doubt
by: Peng, Keqin, et al.
Published: (2025)

Indian Legal NLP Benchmarks : A Survey
by: Kalamkar, Prathamesh, et al.
Published: (2021)

Echoes of Discord: Forecasting Hater Reactions to Counterspeech
by: Song, Xiaoying, et al.
Published: (2025)

Mapping Clinical Doubt: Locating Linguistic Uncertainty in LLMs
by: Sridhar, Srivarshinee, et al.
Published: (2025)

Evaluating Concurrent Robustness of Language Models Across Diverse Challenge Sets
by: Gupta, Vatsal, et al.
Published: (2023)

TurkicNLP: An NLP Toolkit for Turkic Languages
by: Hakimov, Sherzod
Published: (2026)

The Nature of NLP: Analyzing Contributions in NLP Papers
by: Pramanick, Aniket, et al.
Published: (2024)