Mihir Parmar

According to our database1, Mihir Parmar authored at least 25 papers between 2019 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2023
LongBoX: Evaluating Transformers on Long-Sequence Clinical Tasks.
CoRR, 2023

Accelerating LLM Inference by Enabling Intermediate Layer Decoding.
CoRR, 2023

TarGEN: Targeted Data Generation with Large Language Models.
CoRR, 2023

Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models.
CoRR, 2023

Can NLP Models 'Identify', 'Distinguish', and 'Justify' Questions that Don't have a Definitive Answer?
CoRR, 2023

MDDial: A Multi-turn Differential Diagnosis Dialogue Dataset with Reliability Evaluation.
CoRR, 2023

EDM3: Event Detection as Multi-task Text Generation.
CoRR, 2023

Can NLP Models Correctly Reason Over Contexts that Break the Common Assumptions?
CoRR, 2023

LogicAttack: Adversarial Attacks for Evaluating Logical Consistency of Natural Language Inference.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

How Many Data Samples is an Additional Instruction Worth?
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions.
Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

2022
Benchmarking Generalization via In-Context Instructions on 1, 600+ Language Tasks.
CoRR, 2022

In-BoXBART: Get Instructions into Biomedical Multi-Task Learning.
CoRR, 2022

In-BoXBART: Get Instructions into Biomedical Multi-Task Learning.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022


Is a Question Decomposition Unit All We Need?
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.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

BioTABQA: Instruction Learning for Biomedical Table Question Answering.
Proceedings of the Working Notes of CLEF 2022 - Conference and Labs of the Evaluation Forum, Bologna, Italy, September 5th - to, 2022

2021
Residual Neural Network precisely quantifies dysarthria severity-level based on short-duration speech segments.
Neural Networks, 2021

COVID-19: Comparative Analysis of Methods for Identifying Articles Related to Therapeutics and Vaccines without Using Labeled Data.
CoRR, 2021

Fundamental Challenges in Deep Learning for Stiff Contact Dynamics.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020
Intelligibility Improvement of Dysarthric Speech using MMSE DiscoGAN.
Proceedings of the International Conference on Signal Processing and Communications, 2020

Weak Speech Supervision: A case study of Dysarthria Severity Classification.
Proceedings of the 28th European Signal Processing Conference, 2020

2019
Effectiveness of Cross-Domain Architectures for Whisper-to-Normal Speech Conversion.
Proceedings of the 27th European Signal Processing Conference, 2019

Novel Adaptive Generative Adversarial Network for Voice Conversion.
Proceedings of the 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, 2019


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