Research

Papers for “question answering”

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

Title	Authors	Year	Source
Ranking Generated Answers: On the Agreement of Retrieval Models with Humans on Consumer Health Questions	Sebastian Heineking, Jonas Probst, Daniel Steinbach	2024	arxiv 2408.09831
Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning	Haoyu Han, Yaochen Xie, Hui Liu	2025	arxiv 2501.07845
Baichuan-Audio: A Unified Framework for End-to-End Speech Interaction	Tianpeng Li, Jun Liu, Tao Zhang	2025	arxiv 2502.17239
Are Large Vision Language Models Good Game Players?	Xinyu Wang, Bohan Zhuang, Qi Wu	2025	arxiv 2503.02358
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention	Ikuya Yamada, Akari Asai, Hiroyuki Shindo	2020	arxiv 2010.01057
HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions	Shaobo Li, Xiaoguang Li, Lifeng Shang	2020	arxiv 2012.15534
Efficient Retrieval Optimized Multi-task Learning	Hengxin Fun, Sunil Gandhi, Sujith Ravi	2021	arxiv 2104.10129
Weakly Supervised Grounding for VQA in Vision-Language Transformers	Aisha Urooj Khan, Hilde Kuehne, Chuang Gan	2022	arxiv 2207.02334
CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm	Hongming Zhang, Yintong Huo, Yanai Elazar	2022	arxiv 2210.06246
ViDeBERTa: A powerful pre-trained language model for Vietnamese	Cong Dao Tran, Nhut Huy Pham, Anh Nguyen	2023	arxiv 2301.10439
FusionMind -- Improving question and answering with external context fusion	Shreyas Verma, Manoj Parmar, Palash Choudhary	2023	arxiv 2401.00388
Learning Rank Functionals: An Empirical Study	Truyen Tran, Dinh Phung, Svetha Venkatesh	2014	arxiv 1407.6089
The RatioLog Project: Rational Extensions of Logical Reasoning	Ulrich Furbach, Claudia Schon, Frieder Stolzenburg	2015	arxiv 1503.06087
A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations	Shengxian Wan, Yanyan Lan, Jiafeng Guo	2015	arxiv 1511.08277
Dialog-based Language Learning	Jason Weston	2016	arxiv 1604.06045
Dialog state tracking, a machine reading approach using Memory Network	Julien Perez, Fei Liu	2016	arxiv 1606.04052
Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks	Guohao Li, Hang Su, Wenwu Zhu	2017	arxiv 1712.00733
Learning to Focus when Ranking Answers	Dana Sagi, Tzoof Avny, Kira Radinsky	2018	arxiv 1808.02724
REM-Net: Recursive Erasure Memory Network for Commonsense Evidence Refinement	Yinya Huang, Meng Fang, Xunlin Zhan	2020	arxiv 2012.13185
On the Distribution, Sparsity, and Inference-time Quantization of Attention Values in Transformers	Tianchu Ji, Shraddhan Jain, Michael Ferdman	2021	arxiv 2106.01335

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