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Md. Arafat Sultan
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2020 – today
- 2024
- [c29]Jiachen Zhao, Wenlong Zhao, Andrew Drozdov, Benjamin Rozonoyer, Md. Arafat Sultan, Jay-Yoon Lee, Mohit Iyyer, Andrew McCallum:
Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation. ACL (1) 2024: 14201-14214 - [c28]Revanth Gangi Reddy, JaeHyeok Doo, Yifei Xu, Md. Arafat Sultan, Deevya Swain, Avirup Sil, Heng Ji:
FIRST: Faster Improved Listwise Reranking with Single Token Decoding. EMNLP 2024: 8642-8652 - [c27]Md. Arafat Sultan, Jatin Ganhotra, Ramón Fernandez Astudillo:
Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations. EMNLP (Findings) 2024: 16172-16187 - [i24]Md. Arafat Sultan, Aashka Trivedi, Parul Awasthy, Avirup Sil:
An Empirical Investigation into the Effect of Parameter Choices in Knowledge Distillation. CoRR abs/2401.06356 (2024) - [i23]Md. Arafat Sultan, Jatin Ganhotra, Ramón Fernandez Astudillo:
Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations. CoRR abs/2402.11770 (2024) - [i22]Keshav Ramji, Young-Suk Lee, Ramón Fernandez Astudillo, Md. Arafat Sultan, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos:
Self-Refinement of Language Models from External Proxy Metrics Feedback. CoRR abs/2403.00827 (2024) - [i21]Jasper Xian, Saron Samuel, Faraz Khoubsirat, Ronak Pradeep, Md. Arafat Sultan, Radu Florian, Salim Roukos, Avirup Sil, Christopher Potts, Omar Khattab:
Prompts as Auto-Optimized Training Hyperparameters: Training Best-in-Class IR Models from Scratch with 10 Gold Labels. CoRR abs/2406.11706 (2024) - [i20]Revanth Gangi Reddy, JaeHyeok Doo, Yifei Xu, Md. Arafat Sultan, Deevya Swain, Avirup Sil, Heng Ji:
FIRST: Faster Improved Listwise Reranking with Single Token Decoding. CoRR abs/2406.15657 (2024) - 2023
- [c26]J. Scott McCarley, Mihaela Bornea, Sara Rosenthal, Anthony Ferritto, Md. Arafat Sultan, Avirup Sil, Radu Florian:
GAAMA 2.0: An Integrated System That Answers Boolean and Extractive Questions. AAAI 2023: 16461-16463 - [c25]Avi Sil, Jaydeep Sen, Bhavani Iyer, Martin Franz, Kshitij Fadnis, Mihaela Bornea, Sara Rosenthal, J. Scott McCarley, Rong Zhang, Vishwajeet Kumar, Yulong Li, Md. Arafat Sultan, Riyaz Bhat, Jürgen Broß, Radu Florian, Salim Roukos:
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development. ACL (demo) 2023: 51-62 - [c24]Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avi Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia, Christopher Potts:
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking. ACL (Findings) 2023: 11613-11628 - [c23]Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts:
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers. EMNLP 2023: 11265-11279 - [c22]Young-Suk Lee, Md. Arafat Sultan, Yousef El-Kurdi, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos, Ramón Fernandez Astudillo:
Ensemble-Instruct: Instruction Tuning Data Generation with a Heterogeneous Mixture of LMs. EMNLP (Findings) 2023: 12561-12571 - [i19]Avirup Sil, Jaydeep Sen, Bhavani Iyer, Martin Franz, Kshitij Fadnis, Mihaela Bornea, Sara Rosenthal, J. Scott McCarley, Rong Zhang, Vishwajeet Kumar, Yulong Li, Md. Arafat Sultan, Riyaz Bhat, Radu Florian, Salim Roukos:
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development. CoRR abs/2301.09715 (2023) - [i18]Md. Arafat Sultan:
Knowledge Distillation ≈ Label Smoothing: Fact or Fallacy? CoRR abs/2301.12609 (2023) - [i17]Jon Saad-Falcon, Omar Khattab, Keshav Santhanam, Radu Florian, Martin Franz, Salim Roukos, Avirup Sil, Md. Arafat Sultan, Christopher Potts:
UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers. CoRR abs/2303.00807 (2023) - [i16]Revanth Gangi Reddy, Pradeep Dasigi, Md. Arafat Sultan, Arman Cohan
, Avirup Sil, Heng Ji, Hannaneh Hajishirzi:
Inference-time Re-ranker Relevance Feedback for Neural Information Retrieval. CoRR abs/2305.11744 (2023) - [i15]Young-Suk Lee, Md. Arafat Sultan, Yousef El-Kurdi, Tahira Naseem, Asim Munawar, Radu Florian, Salim Roukos, Ramón Fernandez Astudillo:
Ensemble-Instruct: Generating Instruction-Tuning Data with a Heterogeneous Mixture of LMs. CoRR abs/2310.13961 (2023) - [i14]Jiachen Zhao, Wenlong Zhao, Andrew Drozdov, Benjamin Rozonoyer, Md. Arafat Sultan, Jay-Yoon Lee, Mohit Iyyer, Andrew McCallum:
Multistage Collaborative Knowledge Distillation from Large Language Models. CoRR abs/2311.08640 (2023) - 2022
- [c21]Revanth Gangi Reddy, Vikas Yadav, Md. Arafat Sultan, Martin Franz, Vittorio Castelli, Heng Ji, Avirup Sil:
Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning. COLING 2022: 1065-1070 - [c20]Md. Arafat Sultan, Avi Sil, Radu Florian:
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering. EMNLP 2022: 3752-3761 - [c19]Yulong Li, Martin Franz, Md. Arafat Sultan, Bhavani Iyer, Young-Suk Lee, Avirup Sil:
Learning Cross-Lingual IR from an English Retriever. NAACL-HLT 2022: 4428-4436 - [c18]Revanth Gangi Reddy, Md. Arafat Sultan, Martin Franz, Avirup Sil, Heng Ji:
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval. SIGIR 2022: 2462-2466 - [i13]Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos:
Synthetic Target Domain Supervision for Open Retrieval QA. CoRR abs/2204.09248 (2022) - [i12]Revanth Gangi Reddy, Md. Arafat Sultan, Martin Franz, Avirup Sil, Heng Ji:
Entity-Conditioned Question Generation for Robust Attention Distribution in Neural Information Retrieval. CoRR abs/2204.11373 (2022) - [i11]Md. Arafat Sultan, Avirup Sil, Radu Florian:
Not to Overfit or Underfit? A Study of Domain Generalization in Question Answering. CoRR abs/2205.07257 (2022) - [i10]J. Scott McCarley, Mihaela Bornea, Sara Rosenthal, Anthony Ferritto, Md. Arafat Sultan, Avirup Sil, Radu Florian:
GAAMA 2.0: An Integrated System that Answers Boolean and Extractive Questions. CoRR abs/2206.08441 (2022) - [i9]Ameet Deshpande, Md. Arafat Sultan, Anthony Ferritto, Ashwin Kalyan, Karthik Narasimhan, Avirup Sil:
SPARTAN: Sparse Hierarchical Memory for Parameter-Efficient Transformers. CoRR abs/2211.16634 (2022) - [i8]Keshav Santhanam, Jon Saad-Falcon, Martin Franz, Omar Khattab, Avirup Sil, Radu Florian, Md. Arafat Sultan, Salim Roukos, Matei Zaharia
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking. CoRR abs/2212.01340 (2022) - 2021
- [c17]Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avirup Sil, Vittorio Castelli, Radu Florian, Salim Roukos:
Synthetic Target Domain Supervision for Open Retrieval QA. SIGIR 2021: 1793-1797 - [i7]Revanth Gangi Reddy, Vikas Yadav, Md. Arafat Sultan, Martin Franz, Vittorio Castelli, Heng Ji, Avirup Sil:
Towards Robust Neural Retrieval Models with Synthetic Pre-Training. CoRR abs/2104.07800 (2021) - [i6]Yulong Li, Martin Franz, Md. Arafat Sultan, Bhavani Iyer, Young-Suk Lee, Avirup Sil:
Learning Cross-Lingual IR from an English Retriever. CoRR abs/2112.08185 (2021) - 2020
- [c16]Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem, Md. Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos:
GPT-too: A Language-Model-First Approach for AMR-to-Text Generation. ACL 2020: 1846-1852 - [c15]Md. Arafat Sultan, Shubham Chandel, Ramón Fernandez Astudillo, Vittorio Castelli:
On the Importance of Diversity in Question Generation for QA. ACL 2020: 5651-5656 - [c14]Revanth Gangi Reddy, Md. Arafat Sultan, Efsun Sarioglu Kayi, Rong Zhang, Vittorio Castelli, Avirup Sil:
Answer Span Correction in Machine Reading Comprehension. EMNLP (Findings) 2020: 2496-2501 - [c13]Rong Zhang, Revanth Gangi Reddy, Md. Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward:
Multi-Stage Pre-training for Low-Resource Domain Adaptation. EMNLP (1) 2020: 5461-5468 - [i5]Manuel Mager, Ramón Fernandez Astudillo, Tahira Naseem, Md. Arafat Sultan, Young-Suk Lee, Radu Florian, Salim Roukos:
GPT-too: A language-model-first approach for AMR-to-text generation. CoRR abs/2005.09123 (2020) - [i4]Rong Zhang, Revanth Gangi Reddy, Md. Arafat Sultan, Vittorio Castelli, Anthony Ferritto, Radu Florian, Efsun Sarioglu Kayi, Salim Roukos, Avirup Sil, Todd Ward:
Multi-Stage Pre-training for Low-Resource Domain Adaptation. CoRR abs/2010.05904 (2020) - [i3]Yanda Chen, Md. Arafat Sultan, Vittorio Castelli:
Improved Synthetic Training for Reading Comprehension. CoRR abs/2010.12776 (2020) - [i2]Revanth Gangi Reddy, Md. Arafat Sultan, Efsun Sarioglu Kayi, Rong Zhang, Vittorio Castelli, Avirup Sil:
Answer Span Correction in Machine Reading Comprehension. CoRR abs/2011.03435 (2020) - [i1]Revanth Gangi Reddy, Bhavani Iyer, Md. Arafat Sultan, Rong Zhang, Avi Sil, Vittorio Castelli, Radu Florian, Salim Roukos:
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training. CoRR abs/2012.01414 (2020)
2010 – 2019
- 2019
- [c12]Elozino Egonmwan, Vittorio Castelli, Md. Arafat Sultan:
Cross-Task Knowledge Transfer for Query-Based Text Summarization. MRQA@EMNLP 2019: 72-77 - 2016
- [j2]Md. Arafat Sultan, Vittorio Castelli, Radu Florian:
A Joint Model for Answer Sentence Ranking and Answer Extraction. Trans. Assoc. Comput. Linguistics 4: 113-125 (2016) - [c11]David Quigley, Ogheneovo Dibie, Md. Arafat Sultan, Katie Van Horne, William R. Penuel, Tamara Sumner, Ugochi Acholonu, Nichole Pinkard:
Equity of Learning Opportunities in the Chicago City of Learning Program. EDM 2016: 618-619 - [c10]Md. Arafat Sultan, Jordan L. Boyd-Graber, Tamara Sumner:
Bayesian Supervised Domain Adaptation for Short Text Similarity. HLT-NAACL 2016: 927-936 - [c9]Md. Arafat Sultan, Cristobal Salazar, Tamara Sumner:
Fast and Easy Short Answer Grading with High Accuracy. HLT-NAACL 2016: 1070-1075 - [c8]Md. Arafat Sultan, Steven Bethard, Tamara Sumner:
DLS$@$CU at SemEval-2016 Task 1: Supervised Models of Sentence Similarity. SemEval@NAACL-HLT 2016: 650-655 - 2015
- [c7]Md. Arafat Sultan, Steven Bethard, Tamara Sumner:
Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment. EMNLP 2015: 949-959 - [c6]Md. Arafat Sultan, Steven Bethard, Tamara Sumner:
DLS$@$CU: Sentence Similarity from Word Alignment and Semantic Vector Composition. SemEval@NAACL-HLT 2015: 148-153 - 2014
- [j1]Md. Arafat Sultan, Steven Bethard
Back to Basics for Monolingual Alignment: Exploiting Word Similarity and Contextual Evidence. Trans. Assoc. Comput. Linguistics 2: 219-230 (2014) - [c5]Md. Arafat Sultan, Steven Bethard, Tamara Sumner:
Towards automatic identification of core concepts in educational resources. JCDL 2014: 379-388 - [c4]Md. Arafat Sultan, Steven Bethard, Tamara Sumner:
DLS$@$CU: Sentence Similarity from Word Alignment. SemEval@COLING 2014: 241-246 - 2013
- [c3]Md. Arafat Sultan, Steven Bethard, Tamara Sumner:
DLS$@$CU-CORE: A Simple Machine Learning Model of Semantic Textual Similarity. *SEM@NAACL-HLT 2013: 176-180 - 2012
- [c2]Steven Bethard, Ifeyinwa Okoye, Md. Arafat Sultan, Haojie Hang, James H. Martin, Tamara Sumner:
Identifying science concepts and student misconceptions in an interactive essay writing tutor. BEA@NAACL-HLT 2012: 12-21 - [c1]James M. Foster, Md. Arafat Sultan, Holly Devaul, Ifeyinwa Okoye, Tamara Sumner:
Identifying core concepts in educational resources. JCDL 2012: 35-42
Coauthor Index
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