Swaroop Mishra

Chris Bryan

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Self-Instruct: Aligning Language Models with Self-Generated Instructions.

[BibT_eX]

[DOI]

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

HELP ME THINK: A Simple Prompting Strategy for Non-experts to Create Customized Content with Models.

[BibT_eX]

[DOI]

Elnaz Nouri

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Self-Instruct: Aligning Language Model with Self Generated Instructions.

[BibT_eX]

[DOI]

CoRR, 2022

Pretrained Transformers Do not Always Improve Robustness.

[BibT_eX]

[DOI]

CoRR, 2022

Hardness of Samples Need to be Quantified for a Reliable Evaluation System: Exploring Potential Opportunities with a New Task.

[BibT_eX]

[DOI]

CoRR, 2022

A Survey of Parameters Associated with the Quality of Benchmarks in NLP.

[BibT_eX]

[DOI]

CoRR, 2022

Investigating the Failure Modes of the AUC metric and Exploring Alternatives for Evaluating Systems in Safety Critical Applications.

[BibT_eX]

[DOI]

CoRR, 2022

Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering.

[BibT_eX]

[DOI]

CoRR, 2022

Let the Model Decide its Curriculum for Multitask Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Benchmarking Generalization via In-Context Instructions on 1, 600+ Language Tasks.

[BibT_eX]

[DOI]

CoRR, 2022

In-BoXBART: Get Instructions into Biomedical Multi-Task Learning.

[BibT_eX]

[DOI]

CoRR, 2022

A Proposal to Study "Is High Quality Data All We Need?".

[BibT_eX]

[DOI]

CoRR, 2022

Towards Improving Selective Prediction Ability of NLP Systems.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on Representation Learning for NLP, 2022

Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

In-BoXBART: Get Instructions into Biomedical Multi-Task Learning.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP Tasks.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Is a Question Decomposition Unit All We Need?

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

LILA: A Unified Benchmark for Mathematical Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Less is More: Summary of Long Instructions is Better for Program Synthesis.

[BibT_eX]

[DOI]

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

BioTABQA: Instruction Learning for Biomedical Table Question Answering.

[BibT_eX]

[DOI]

Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

Investigating Selective Prediction Approaches Across Several Tasks in IID, OOD, and Adversarial Settings.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

ILDAE: Instance-Level Difficulty Analysis of Evaluation Data.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks.

[BibT_eX]

[DOI]

Arindam Mitra

Peter Clark

Ashwin Kalyan

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Cross-Task Generalization via Natural Language Crowdsourcing Instructions.

[BibT_eX]

[DOI]

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

Generalized but not Robust? Comparing the Effects of Data Modification Methods on Out-of-Domain Generalization and Adversarial Robustness.

[BibT_eX]

[DOI]

Tejas Gokhale

Man Luo

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

Reframing Instructional Prompts to GPTk's Language.

[BibT_eX]

[DOI]

CoRR, 2021

Development of User-friendly Smart Grid Architecture.

[BibT_eX]

[DOI]

CoRR, 2021

Interviewer-Candidate Role Play: Towards Developing Real-World NLP Systems.

[BibT_eX]

[DOI]

CoRR, 2021

Front Contribution instead of Back Propagation.

[BibT_eX]

[DOI]

CoRR, 2021

Natural Instructions: Benchmarking Generalization to New Tasks from Natural Language Instructions.

[BibT_eX]

[DOI]

CoRR, 2021

Commonsense Reasoning with Implicit Knowledge in Natural Language.

[BibT_eX]

[DOI]

Proceedings of the 3rd Conference on Automated Knowledge Base Construction, 2021

Constructing Flow Graphs from Procedural Cybersecurity Texts.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

How Robust are Model Rankings : A Leaderboard Customization Approach for Equitable Evaluation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

It's better to say "I can't answer" than answering incorrectly: Towards Safety critical NLP systems.

[BibT_eX]

[DOI]

CoRR, 2020

DQI: A Guide to Benchmark Evaluation.

[BibT_eX]

[DOI]

Chris Bryan

CoRR, 2020

Our Evaluation Metric Needs an Update to Encourage Generalization.

[BibT_eX]

[DOI]

CoRR, 2020

Towards Question Format Independent Numerical Reasoning: A Set of Prerequisite Tasks.

[BibT_eX]

[DOI]

Arindam Mitra

CoRR, 2020

DQI: Measuring Data Quality in NLP.

[BibT_eX]

[DOI]

Chris Bryan

CoRR, 2020

Do We Need to Create Big Datasets to Learn a Task?

[BibT_eX]

[DOI]