Research

Papers for “question answering”

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

Title	Authors	Year	Source
Developing PUGG for Polish: A Modern Approach to KBQA, MRC, and IR Dataset Construction	Albert Sawczyn, Katsiaryna Viarenich, Konrad Wojtasik	2024	arxiv 2408.02337
StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models	Baolong Bi, Shenghua Liu, Yiwei Wang	2024	arxiv 2409.10132
NLP-AKG: Few-Shot Construction of NLP Academic Knowledge Graph Based on LLM	Jiayin Lan, Jiaqi Li, Baoxin Wang	2025	arxiv 2502.14192
Precise Length Control in Large Language Models	Bradley Butcher, Michael O'Keefe, James Titchener	2024	arxiv 2412.11937
Scaling Up Biomedical Vision-Language Models: Fine-Tuning, Instruction Tuning, and Multi-Modal Learning	Cheng Peng, Kai Zhang, Mengxian Lyu	2025	arxiv 2505.17436
Crafting In-context Examples according to LMs' Parametric Knowledge	Yoonsang Lee, Pranav Atreya, Xi Ye	2023	arxiv 2311.09579
REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory	Ziniu Hu, Ahmet Iscen, Chen Sun	2022	arxiv 2212.05221
Query-Driven Knowledge Base Completion using Multimodal Path Fusion over Multimodal Knowledge Graph	Yang Peng, Daisy Zhe Wang	2022	arxiv 2212.01923
Pointwise Mutual Information as a Performance Gauge for Retrieval-Augmented Generation	Tianyu Liu, Jirui Qi, Paul He	2024	arxiv 2411.07773
Utilizing Bidirectional Encoder Representations from Transformers for Answer Selection	Md Tahmid Rahman Laskar, Enamul Hoque, Jimmy Xiangji Huang	2020	arxiv 2011.07208
VOGUE: Answer Verbalization through Multi-Task Learning	Endri Kacupaj, Shyamnath Premnadh, Kuldeep Singh	2021	arxiv 2106.13316
Faithful Reasoning Using Large Language Models	Antonia Creswell, Murray Shanahan	2022	arxiv 2208.14271
RepsNet: Combining Vision with Language for Automated Medical Reports	Ajay Kumar Tanwani, Joelle Barral, Daniel Freedman	2022	arxiv 2209.13171
Vision-Language Pre-training: Basics, Recent Advances, and Future Trends	Zhe Gan, Linjie Li, Chunyuan Li	2022	arxiv 2210.09263
Few-shot Query-Focused Summarization with Prefix-Merging	Ruifeng Yuan, Zili Wang, Ziqiang Cao	2022	arxiv 2211.16164
MiniGPT-v2: large language model as a unified interface for vision-language multi-task learning	Jun Chen, Deyao Zhu, Xiaoqian Shen	2023	arxiv 2310.09478
Learning to Filter Context for Retrieval-Augmented Generation	Zhiruo Wang, Jun Araki, Zhengbao Jiang	2023	arxiv 2311.08377
Visual Explanations from Hadamard Product in Multimodal Deep Networks	Jin-Hwa Kim, Byoung-Tak Zhang	2017	arxiv 1712.06228
Finding ReMO (Related Memory Object): A Simple Neural Architecture for Text based Reasoning	Jihyung Moon, Hyochang Yang, Sungzoon Cho	2018	arxiv 1801.08459
AstroLLaMA-Chat: Scaling AstroLLaMA with Conversational and Diverse Datasets	Ernest Perkowski, Rui Pan, Tuan Dung Nguyen	2024	arxiv 2401.01916

Search results