← Authors

Md Arafat Sultan

20 papers · 2014–2024 · 6 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (5) πŸ—ΊοΈ Taxonomy Completionist (40) 🌍 Conference Polyglot (6) πŸƒ Academic Marathon (10) πŸ’Ž Century Club (20) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (80)

Conferences

EMNLP (7) ACL (5) NAACL (3) SEMEVAL (3) AAAI (1) COLING (1)

Top co-authors

Tamara Sumner (6) Radu Florian (6) Vittorio Castelli (5) Avi Sil (5) Salim Roukos (4) Steven Bethard (4) Avirup Sil (4) Martin Franz (4) Revanth Gangi Reddy (4) Ramon Fernandez Astudillo (3)

Keywords

large language model (4) knowledge distillation (4) question answering (4) language model (3) information retrieval (3) machine reading comprehension (3) domain generalization (2) few-shot learning (2) multilingual nlp (2) pre-trained language model (2) transfer learning (2) reading comprehension (2) knowledge transfer (1) zero-shot learning (1) text classification (1) natural language processing (1) semi-supervised learning (1) text summarization (1) vocabulary expansion (1) sentence compression (1)

Papers

FIRST: Faster Improved Listwise Reranking with Single Token Decoding EMNLP 2024
Structured Chain-of-Thought Prompting for Few-Shot Generation of Content-Grounded QA Conversations EMNLP 2024
Multistage Collaborative Knowledge Distillation from a Large Language Model for Semi-Supervised Sequence Generation ACL 2024
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking ACL 2023
GAAMA 2.0: An Integrated System That Answers Boolean and Extractive Questions AAAI 2023
PrimeQA: The Prime Repository for State-of-the-Art Multilingual Question Answering Research and Development ACL 2023
Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning COLING 2022
Learning Cross-Lingual IR from an English Retriever NAACL 2022
Not to Overfit or Underfit the Source Domains? An Empirical Study of Domain Generalization in Question Answering EMNLP 2022
Answer Span Correction in Machine Reading Comprehension EMNLP 2020
GPT-too: A Language-Model-First Approach for AMR-to-Text Generation ACL 2020
On the Importance of Diversity in Question Generation for QA ACL 2020
Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020
Cross-Task Knowledge Transfer for Query-Based Text Summarization EMNLP 2019
DLS@CU at SemEval-2016 Task 1: Supervised Models of Sentence Similarity SEMEVAL 2016
Bayesian Supervised Domain Adaptation for Short Text Similarity NAACL 2016
Fast and Easy Short Answer Grading with High Accuracy NAACL 2016
Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment EMNLP 2015
DLS@CU: Sentence Similarity from Word Alignment and Semantic Vector Composition SEMEVAL 2015
DLS@CU: Sentence Similarity from Word Alignment SEMEVAL 2014