Research

Papers for “question answering”

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

Title	Authors	Year	Source
The Solution for the ICCV 2023 Perception Test Challenge 2023 -- Task 6 -- Grounded videoQA	Hailiang Zhang, Dian Chao, Zhihao Guan	2024	arxiv 2407.01907
NOWJ1@ALQAC 2023: Enhancing Legal Task Performance with Classic Statistical Models and Pre-trained Language Models	Tan-Minh Nguyen, Xuan-Hoa Nguyen, Ngoc-Duy Mai	2023	arxiv 2309.09070
A Fully Attention-Based Information Retriever	Alvaro Henrique Chaim Correia, Jorge Luiz Moreira Silva, Thiago de Castro Martins	2018	arxiv 1810.09580
Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts	Youna Kim, Hyuhng Joon Kim, Cheonbok Park	2024	arxiv 2408.01084
IIE-NLP-Eyas at SemEval-2021 Task 4: Enhancing PLM for ReCAM with Special Tokens, Re-Ranking, Siamese Encoders and Back Translation	Yuqiang Xie, Luxi Xing, Wei Peng	2021	arxiv 2102.12777
WikiPassageQA: A Benchmark Collection for Research on Non-factoid Answer Passage Retrieval	Daniel Cohen, Liu Yang, W. Bruce Croft	2018	arxiv 1805.03797
DeALOG: Decentralized Multi-Agents Log-Mediated Reasoning Framework	Abhijit Chakraborty, Ashish Raj Shekhar, Shiven Agarwal	2026	arxiv 2602.00996
CODAH: An Adversarially Authored Question-Answer Dataset for Common Sense	Michael Chen, Mike D'Arcy, Alisa Liu	2019	arxiv 1904.04365
TOGA: Temporally Grounded Open-Ended Video QA with Weak Supervision	Ayush Gupta, Anirban Roy, Rama Chellappa	2025	arxiv 2506.09445
Thinking With Videos: Multimodal Tool-Augmented Reinforcement Learning for Long Video Reasoning	Haoji Zhang, Xin Gu, Jiawen Li	2025	arxiv 2508.04416
MathChat: Benchmarking Mathematical Reasoning and Instruction Following in Multi-Turn Interactions	Zhenwen Liang, Dian Yu, Wenhao Yu	2024	arxiv 2405.19444
DUBLIN -- Document Understanding By Language-Image Network	Kriti Aggarwal, Aditi Khandelwal, Kumar Tanmay	2023	arxiv 2305.14218
NukeBERT: A Pre-trained language model for Low Resource Nuclear Domain	Ayush Jain, N.M. Meenachi, B. Venkatraman	2020	arxiv 2003.13821
Generalization v.s. Memorization: Tracing Language Models' Capabilities Back to Pretraining Data	Xinyi Wang, Antonis Antoniades, Yanai Elazar	2024	arxiv 2407.14985
PMC-LLaMA: Towards Building Open-source Language Models for Medicine	Chaoyi Wu, Weixiong Lin, Xiaoman Zhang	2023	arxiv 2304.14454
Dynamic Double Space Tower	Weikai Sun, Shijie Song, Han Wang	2025	arxiv 2506.11394
Harnessing Collective Intelligence of LLMs for Robust Biomedical QA: A Multi-Model Approach	Dimitra Panou, Alexandros C. Dimopoulos, Manolis Koubarakis	2025	arxiv 2508.01480
From Evidence to Trajectory: Abductive Reasoning Path Synthesis for Retrieval-Augmented Generation Agents Development	Muzhi Li, Jinhu Qi, Yihong Wu	2025	arxiv 2509.23071
Cross-Thought for Sentence Encoder Pre-training	Shuohang Wang, Yuwei Fang, Siqi Sun	2020	arxiv 2010.03652
Shapley Uncertainty in Natural Language Generation	Meilin Zhu, Gaojie Jin, Xiaowei Huang	2025	arxiv 2507.21406

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