Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA

Annual Meeting of the Association for Computational Linguistics (ACL), 2023

2 May 2023

Neeraj Varshney

Chitta Baral

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Papers citing "Post-Abstention: Towards Reliably Re-Attempting the Abstained Instances in QA"

11 / 11 papers shown

Efficiently Deploying LLMs with Controlled Risk

Michael J. Zellinger

Matt Thomson

278

03 Oct 2024

Crowd-Calibrator: Can Annotator Disagreement Inform Calibration in Subjective Tasks?

395

26 Aug 2024

Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models

Nishanth Madhusudhan

Sathwik Tejaswi Madhusudhan

Vikas Yadav

Masoud Hashemi

353

23 Jul 2024

Certainly Uncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness

Jae Sung Park

Yejin Choi

322

02 Jul 2024

LLMs' Reading Comprehension Is Affected by Parametric Knowledge and Struggles with Hypothetical Statements

Victoria Basmov

Yoav Goldberg

Reut Tsarfaty

297

09 Apr 2024

Can NLP Models Ídentify', 'Distinguish', and 'Justify' Questions that Don't have a Definitive Answer?

204

08 Sep 2023

A Stitch in Time Saves Nine: Detecting and Mitigating Hallucinations of LLMs by Validating Low-Confidence Generation

Wenlin Yao

Dong Yu

386

222

08 Jul 2023

Generating with Confidence: Uncertainty Quantification for Black-box Large Language Models

Zhen Lin

Shubhendu Trivedi

Jimeng Sun

HILM

538

230

30 May 2023

Mitigating Temporal Misalignment by Discarding Outdated FactsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023

Michael J.Q. Zhang

Eunsol Choi

KELM HILM

273

24 May 2023

Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense DisambiguationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023

Zhuo Liu

Ying Liu

176

22 May 2023

A Unified Evaluation Framework for Novelty Detection and Accommodation in NLP with an Instantiation in Authorship AttributionAnnual Meeting of the Association for Computational Linguistics (ACL), 2023

176

08 May 2023