Research

Papers for “question answering”

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

Title	Authors	Year	Source
MuKV: Multi-Grained KV Cache Compression for Long Streaming Video Question-Answering	Junbin Xiao, Jiajun Chen, Tianxiang Sun	2026	arxiv 2605.22269
A Summary of the ALQAC 2021 Competition	Nguyen Ha Thanh, Bui Minh Quan, Chau Nguyen	2022	arxiv 2204.10717
OEKG: The Open Event Knowledge Graph	Simon Gottschalk, Endri Kacupaj, Sara Abdollahi	2023	arxiv 2302.14688
BRENT: Bidirectional Retrieval Enhanced Norwegian Transformer	Lucas Georges Gabriel Charpentier, Sondre Wold, David Samuel	2023	arxiv 2304.09649
Reducing Transformer Depth on Demand with Structured Dropout	Angela Fan, Edouard Grave, Armand Joulin	2019	arxiv 1909.11556
Automated Utterance Generation	Soham Parikh, Quaizar Vohra, Mitul Tiwari	2020	arxiv 2004.03484
Answering Questions about Data Visualizations using Efficient Bimodal Fusion	Kushal Kafle, Robik Shrestha, Brian Price	2019	arxiv 1908.01801
FAT ALBERT: Finding Answers in Large Texts using Semantic Similarity Attention Layer based on BERT	Omar Mossad, Amgad Ahmed, Anandharaju Raju	2020	arxiv 2009.01004
Neural Mask Generator: Learning to Generate Adaptive Word Maskings for Language Model Adaptation	Minki Kang, Moonsu Han, Sung Ju Hwang	2020	arxiv 2010.02705
End-to-End QA on COVID-19: Domain Adaptation with Synthetic Training	Revanth Gangi Reddy, Bhavani Iyer, Md Arafat Sultan	2020	arxiv 2012.01414
Calibration of Machine Reading Systems at Scale	Shehzaad Dhuliawala, Leonard Adolphs, Rajarshi Das	2022	arxiv 2203.10623
Topic Community Based Temporal Expertise for Question Routing	Vaibhav Krishna, Vaiva Vasiliauskaite, Nino Antulov-Fantulin	2022	arxiv 2207.01753
DiscreteSLU: A Large Language Model with Self-Supervised Discrete Speech Units for Spoken Language Understanding	Suwon Shon, Kwangyoun Kim, Yi-Te Hsu	2024	arxiv 2406.09345
Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling	Xiaopeng Lu, Zhen Fan, Yansen Wang	2021	arxiv 2108.08965
Interpret, prune and distill Donut : towards lightweight VLMs for VQA on document	Adnan Ben Mansour, Ayoub Karine, David Naccache	2025	arxiv 2509.26235
TextlessRAG: End-to-End Visual Document RAG by Speech Without Text	Peijin Xie, Shun Qian, Bingquan Liu	2025	arxiv 2509.07538
Thinking in Many Modes: How Composite Reasoning Elevates Large Language Model Performance with Limited Data	Zishan Ahmad, Saisubramaniam Gopalakrishnan	2025	arxiv 2509.22224
CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual Entailment	Haoyu Song, Li Dong, Wei-Nan Zhang	2022	arxiv 2203.07190
RET-LLM: Towards a General Read-Write Memory for Large Language Models	Ali Modarressi, Ayyoob Imani, Mohsen Fayyaz	2023	arxiv 2305.14322
Learning to Summarize and Answer Questions about a Virtual Robot's Past Actions	Chad DeChant, Iretiayo Akinola, Daniel Bauer	2023	arxiv 2306.09922

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