Search Results - "Sultan, Md Arafat" :: K.UTB vyhledávací portál | TBU Library Retrieval Portal

A Joint Model for Answer Sentence Ranking and Answer Extraction

A Joint Model for Answer Sentence Ranking and Answer Extraction

by Sultan, Md Arafat, Castelli, Vittorio, Florian, Radu
Published in Transactions of the Association for Computational Linguistics (01.12.2016)

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Journal Article

Back to Basics for Monolingual Alignment: Exploiting Word Similarity and Contextual Evidence

Back to Basics for Monolingual Alignment: Exploiting Word Similarity and Contextual Evidence

by Sultan, Md Arafat, Bethard, Steven, Sumner, Tamara
Published in Transactions of the Association for Computational Linguistics (01.12.2014)

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Journal Article

Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval

Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval

by Revanth Gangi Reddy, Md Arafat Sultan, Martin, Franz, Sil, Avirup, Ji, Heng
Published in arXiv.org (24.04.2022)

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$Knowledge Distillation $\approx$ Label Smoothing: Fact or Fallacy?$

Knowledge Distillation $\approx$ Label Smoothing: Fact or Fallacy?

by Sultan, Md Arafat
Year of Publication 29.01.2023

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Journal Article

$Knowledge Distillation \(\approx\) Label Smoothing: Fact or Fallacy?$

Knowledge Distillation \(\approx\) Label Smoothing: Fact or Fallacy?

by Md Arafat Sultan
Published in arXiv.org (25.10.2023)

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Paper

Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations

Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations

by Sultan, Md Arafat, Ganhotra, Jatin, Astudillo, Ramón Fernandez
Year of Publication 18.02.2024

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Journal Article

An Empirical Investigation into the Effect of Parameter Choices in Knowledge Distillation

An Empirical Investigation into the Effect of Parameter Choices in Knowledge Distillation

by Sultan, Md Arafat, Trivedi, Aashka, Awasthy, Parul, Sil, Avirup
Year of Publication 11.01.2024

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Journal Article

Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering

Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering

by Sultan, Md Arafat, Sil, Avirup, Florian, Radu
Year of Publication 15.05.2022

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Journal Article

FIRST: Faster Improved Listwise Reranking with Single Token Decoding

FIRST: Faster Improved Listwise Reranking with Single Token Decoding

by Reddy, Revanth Gangi, Doo, JaeHyeok, Xu, Yifei, Sultan, Md Arafat, Swain, Deevya, Sil, Avirup, Ji, Heng
Year of Publication 21.06.2024

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Journal Article

Improved Synthetic Training for Reading Comprehension

Improved Synthetic Training for Reading Comprehension

by Chen, Yanda, Sultan, Md Arafat, Castelli, Vittorio
Year of Publication 24.10.2020

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Journal Article

ReFIT: Relevance Feedback from a Reranker during Inference

ReFIT: Relevance Feedback from a Reranker during Inference

by Reddy, Revanth Gangi, Dasigi, Pradeep, Sultan, Md Arafat, Cohan, Arman, Sil, Avirup, Ji, Heng, Hajishirzi, Hannaneh
Year of Publication 19.05.2023

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Journal Article

Self-Refinement of Language Models from External Proxy Metrics Feedback

Self-Refinement of Language Models from External Proxy Metrics Feedback

by Ramji, Keshav, Lee, Young-Suk, Astudillo, Ramón Fernandez, Sultan, Md Arafat, Naseem, Tahira, Munawar, Asim, Florian, Radu, Roukos, Salim
Year of Publication 27.02.2024

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Journal Article

Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation

Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation

by Zhao, Jiachen, Zhao, Wenlong, Drozdov, Andrew, Rozonoyer, Benjamin, Sultan, Md Arafat, Lee, Jay-Yoon, Iyyer, Mohit, McCallum, Andrew
Year of Publication 14.11.2023

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Journal Article

Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs

Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs

by Lee, Young-Suk, Sultan, Md Arafat, El-Kurdi, Yousef, Munawar, Tahira Naseem Asim, Florian, Radu, Roukos, Salim, Astudillo, Ramón Fernandez
Year of Publication 21.10.2023

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Journal Article

SPARTAN: Sparse Hierarchical Memory for Parameter-Efficient Transformers

SPARTAN: Sparse Hierarchical Memory for Parameter-Efficient Transformers

by Deshpande, Ameet, Sultan, Md Arafat, Ferritto, Anthony, Kalyan, Ashwin, Narasimhan, Karthik, Sil, Avirup
Year of Publication 29.11.2022

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Journal Article

Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels

Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels

by Xian, Jasper, Samuel, Saron, Khoubsirat, Faraz, Pradeep, Ronak, Sultan, Md Arafat, Florian, Radu, Roukos, Salim, Sil, Avirup, Potts, Christopher, Khattab, Omar
Year of Publication 17.06.2024

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Journal Article

GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Questions

GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Questions

by McCarley, Scott, Bornea, Mihaela, Rosenthal, Sara, Ferritto, Anthony, Sultan, Md Arafat, Sil, Avirup, Florian, Radu
Year of Publication 16.06.2022

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Journal Article

UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers

UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers

by Saad-Falcon, Jon, Khattab, Omar, Santhanam, Keshav, Florian, Radu, Franz, Martin, Roukos, Salim, Sil, Avirup, Sultan, Md Arafat, Potts, Christopher
Year of Publication 01.03.2023

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Journal Article

Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering

Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering

by Md Arafat Sultan, Sil, Avirup, Radu Florian
Published in arXiv.org (25.10.2022)

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Paper

Learning Cross-Lingual IR from an English Retriever

Learning Cross-Lingual IR from an English Retriever

by Li, Yulong, Franz, Martin, Sultan, Md Arafat, Iyer, Bhavani, Lee, Young-Suk, Sil, Avirup
Year of Publication 15.12.2021

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Journal Article