Research

Papers for “question answering”

Find papers, implementations, and the benchmark evidence behind state-of-the-art AI systems.

Title	Authors	Year	Source
Text Generation: A Systematic Literature Review of Tasks, Evaluation, and Challenges	Jonas Becker, Jan Philip Wahle, Bela Gipp	2024	arxiv 2405.15604
RuBioRoBERTa: a pre-trained biomedical language model for Russian language biomedical text mining	Alexander Yalunin, Alexander Nesterov, Dmitriy Umerenkov	2022	arxiv 2204.03951
Relation/Entity-Centric Reading Comprehension	Takeshi Onishi	2020	arxiv 2008.11940
Example-Based Named Entity Recognition	Morteza Ziyadi, Yuting Sun, Abhishek Goswami	2020	arxiv 2008.10570
TimelineKGQA: A Comprehensive Question-Answer Pair Generator for Temporal Knowledge Graphs	Qiang Sun, Sirui Li, Du Huynh	2025	arxiv 2501.04343
Almawave-SLU: A new dataset for SLU in Italian	Valentina Bellomaria, Giuseppe Castellucci, Andrea Favalli	2019	arxiv 1907.07526
GigaPevt: Multimodal Medical Assistant	Pavel Blinov, Konstantin Egorov, Ivan Sviridov	2024	arxiv 2402.16654
Paraphrasing in Affirmative Terms Improves Negation Understanding	MohammadHossein Rezaei, Eduardo Blanco	2024	arxiv 2406.07492
A Comprehensive Comparative Study of Word and Sentence Similarity Measures	Issa Atoum, Ahmed Otoom, Narayanan Kulathuramaiyer	2016	arxiv 1610.04533
Discriminative Information Retrieval for Knowledge Discovery	Tongfei Chen, Benjamin Van Durme	2016	arxiv 1610.01901
Hierarchical Gated Recurrent Neural Tensor Network for Answer Triggering	Wei Li, Yunfang Wu	2017	arxiv 1709.05599
FedQAS: Privacy-aware machine reading comprehension with federated learning	Addi Ait-Mlouk, Sadi Alawadi, Salman Toor	2022	arxiv 2202.04742
An Efficient Memory-Augmented Transformer for Knowledge-Intensive NLP Tasks	Yuxiang Wu, Yu Zhao, Baotian Hu	2022	arxiv 2210.16773
WorldTree: A Corpus of Explanation Graphs for Elementary Science Questions supporting Multi-Hop Inference	Peter A. Jansen, Elizabeth Wainwright, Steven Marmorstein	2018	arxiv 1802.03052
MS MARCO: A Human Generated MAchine Reading COmprehension Dataset	Payal Bajaj, Daniel Campos, Nick Craswell	2016	arxiv 1611.09268
Question Relatedness on Stack Overflow: The Task, Dataset, and Corpus-inspired Models	Amirreza Shirani, Bowen Xu, David Lo	2019	arxiv 1905.01966
A Heuristically Modified FP-Tree for Ontology Learning with Applications in Education	Safwan Shatnawi, Mohamed Medhat Gaber, Mihaela Cocea	2019	arxiv 1910.13561
Learning to Answer by Learning to Ask: Getting the Best of GPT-2 and BERT Worlds	Tassilo Klein, Moin Nabi	2019	arxiv 1911.02365
Calibrating Structured Output Predictors for Natural Language Processing	Abhyuday Jagannatha, Hong Yu	2020	arxiv 2004.04361
Receptivity of an AI Cognitive Assistant by the Radiology Community: A Report on Data Collected at RSNA	Karina Kanjaria, Anup Pillai, Chaitanya Shivade	2020	arxiv 2009.06082

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