End-to-End Open-Domain Question Answering with BERTserini

5 February 2019

Papers citing "End-to-End Open-Domain Question Answering with BERTserini"

50 / 219 papers shown

Title
OnRL-RAG: Real-Time Personalized Mental Health Dialogue System Ahsan Bilal Beiyu Lin OffRL RALM AI4MH 42 1 0 02 Apr 2025
Application of integrated gradients explainability to sociopsychological semantic markers Ali Aghababaei Jan Nikadon Magdalena Formanowicz Maria Laura Bettinsoli Carmen Cervone Caterina Suitner Tomaso Erseghe 46 0 0 06 Mar 2025
Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases Y. Lei Haoyu Han Ryan Rossi Franck Dernoncourt Nedim Lipka M. Halappanavar Jiliang Tang Yu Wang 41 2 0 27 Feb 2025
SecPE: Secure Prompt Ensembling for Private and Robust Large Language Models Jiawen Zhang Kejia Chen Zunlei Feng Jian Lou Mingli Song J. Liu X. J. Yang AAML SILM FedML 45 1 0 02 Feb 2025
Enhancing ID-based Recommendation with Large Language Models Lei Chen Chen Gao Xiaoyi Du Hengliang Luo Depeng Jin Y. Li M. Wang 35 1 0 04 Nov 2024
BanglaQuAD: A Bengali Open-domain Question Answering Dataset Md. Rony Sudipto Kumar Shaha Rakib Al Hasan Sumon Kanti Dey Amzad Hossain Rafi Amzad Hossain Rafi Ashraf Hasan Sirajee Jens Lehmann 32 1 0 14 Oct 2024
From N-grams to Pre-trained Multilingual Models For Language Identification Thapelo Sindane Vukosi Marivate 24 1 0 11 Oct 2024
Local Explanations and Self-Explanations for Assessing Faithfulness in black-box LLMs Christos Fragkathoulas Odysseas S. Chlapanis LRM 25 0 0 18 Sep 2024
Large Language Model Enhanced Knowledge Representation Learning: A Survey Xin Wang Zirui Chen Haofen Wang Leong Hou U Zhao Li Wenbin Guo KELM 60 3 0 01 Jul 2024
STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases Shirley Wu Shiyu Zhao Michihiro Yasunaga Kexin Huang Kaidi Cao Qian Huang V. Ioannidis Karthik Subbian James Y. Zou J. Leskovec 39 17 0 19 Apr 2024
KazQAD: Kazakh Open-Domain Question Answering Dataset Rustem Yeshpanov Pavel Efimov Leonid Boytsov Ardak Shalkarbayuli Pavel Braslavski RALM 28 4 0 06 Apr 2024
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users Yejin Kim Scott Rome Kevin Foley Mayur Nankani Rimon Melamed Javier Morales Abhay Yadav Maria Peifer Sardar Hamidian H. H. Huang 47 0 0 27 Mar 2024
Guided Distant Supervision for Multilingual Relation Extraction Data: Adapting to a New Language Alistair Plum Tharindu Ranasinghe Christoph Purschke 18 0 0 25 Mar 2024
Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey Zeyu Han Chao Gao Jinyang Liu Jeff Zhang Sai Qian Zhang 147 310 0 21 Mar 2024
Adaptive-RAG: Learning to Adapt Retrieval-Augmented Large Language Models through Question Complexity Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park RALM 28 137 0 21 Mar 2024
TriSum: Learning Summarization Ability from Large Language Models with Structured Rationale Pengcheng Jiang Cao Xiao Zifeng Wang Parminder Bhatia Jimeng Sun Jiawei Han LRM 24 10 0 15 Mar 2024
SpeechDPR: End-to-End Spoken Passage Retrieval for Open-Domain Spoken Question Answering Chyi-Jiunn Lin Guan-Ting Lin Yung-Sung Chuang Wei-Lun Wu Shang-Wen Li Abdelrahman Mohamed Hung-yi Lee Lin-shan Lee RALM 20 4 0 24 Jan 2024
QAnswer: Towards Question Answering Search over Websites Kunpeng Guo Clement Defretiere Dennis Diefenbach Christophe Gravier Antoine Gourru 32 4 0 17 Jan 2024
Fine-tuning Strategies for Domain Specific Question Answering under Low Annotation Budget Constraints Kunpeng Guo Dennis Diefenbach Antoine Gourru Christophe Gravier 18 0 0 17 Jan 2024
Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination Syeda Nahida Akter Aman Madaan Sangwu Lee Yiming Yang Eric Nyberg ReLM VLM LRM 36 2 0 16 Jan 2024
dIR -- Discrete Information Retrieval: Conversational Search over Unstructured (and Structured) Data with Large Language Models Pablo M. Rodriguez Bertorello Jean Rodmond Junior Laguerre 21 0 0 20 Dec 2023
Benchmarking and Analyzing In-context Learning, Fine-tuning and Supervised Learning for Biomedical Knowledge Curation: a focused study on chemical entities of biological interest Emily Groves Minhong Wang Yusuf Abdulle Holger Kunz J. Hoelscher-Obermaier Ronin Wu Honghan Wu 21 2 0 20 Dec 2023
Relevance Feedback with Brain Signals Ziyi Ye Xiaohui Xie Qingyao Ai Yiqun Liu Zhihong Wang Weihang Su Min Zhang 41 9 0 09 Dec 2023
Large Language Models on Graphs: A Comprehensive Survey Bowen Jin Gang Liu Chi Han Meng-Long Jiang Heng Ji Jiawei Han AI4CE 28 136 0 05 Dec 2023
Axiomatic Preference Modeling for Longform Question Answering Corby Rosset Guoqing Zheng Victor C. Dibia Ahmed Hassan Awadallah Paul Bennett SyDa 19 3 0 02 Dec 2023
SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models Shicheng Liu Jialiang Xu Wesley Tjangnaka Sina J. Semnani Chen Jie Yu Monica S. Lam 28 4 0 16 Nov 2023
Perturbation-based Active Learning for Question Answering Fan Luo Mihai Surdeanu 14 0 0 04 Nov 2023
Strong and Efficient Baselines for Open Domain Conversational Question Answering Andrei Catalin Coman Gianni Barlacchi Adria de Gispert 11 3 0 23 Oct 2023
Progressive Evidence Refinement for Open-domain Multimodal Retrieval Question Answering Shuwen Yang Anran Wu Xingjiao Wu Luwei Xiao Tianlong Ma Cheng Jin Liang He 25 2 0 15 Oct 2023
CacheGen: KV Cache Compression and Streaming for Fast Language Model Serving Yuhan Liu Hanchen Li Yihua Cheng Siddhant Ray Yuyang Huang ... Ganesh Ananthanarayanan Michael Maire Henry Hoffmann Ari Holtzman Junchen Jiang 50 41 0 11 Oct 2023
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution Xinze Li Yixin Cao2 Liangming Pan Yubo Ma Aixin Sun HILM 13 20 0 09 Oct 2023
MinPrompt: Graph-based Minimal Prompt Data Augmentation for Few-shot Question Answering Xiusi Chen Jyun-Yu Jiang Wei-Cheng Chang Cho-Jui Hsieh Hsiang-Fu Yu Wei Wang 19 11 0 08 Oct 2023
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers Jiawen Xie Pengyu Cheng Xiao Liang Yong Dai Nan Du 32 7 0 25 Aug 2023
Differentiable Retrieval Augmentation via Generative Language Modeling for E-commerce Query Intent Classification Chenyu Zhao Yunjiang Jiang Yiming Qiu Han Zhang Wen-Yun Yang RALM 26 5 0 18 Aug 2023
Performance Prediction for Multi-hop Questions M. Samadi Davood Rafiei 22 3 0 12 Aug 2023
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech GNN BDL 29 8 0 30 Jul 2023
Generator-Retriever-Generator Approach for Open-Domain Question Answering Abdelrahman Abdallah Adam Jatowt RALM 23 10 0 21 Jul 2023
An In-Depth Evaluation of Federated Learning on Biomedical Natural Language Processing Le Peng Gaoxiang Luo Sicheng Zhou Jiandong Chen Rui Zhang Zi-Cheng Xu Ju Sun 15 2 0 20 Jul 2023
Learn from Incomplete Tactile Data: Tactile Representation Learning with Masked Autoencoders G. Cao Jiaqi Jiang Danushka Bollegala Shan Luo 25 11 0 14 Jul 2023
H $_2$ O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models Zhenyu (Allen) Zhang Ying Sheng Tianyi Zhou Tianlong Chen Lianmin Zheng ... Yuandong Tian Christopher Ré Clark W. Barrett Zhangyang Wang Beidi Chen VLM 47 252 0 24 Jun 2023
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications Saed Rezayi Zheng Liu Zihao Wu Chandra Dhakal Bao Ge ... Gengchen Mai Ninghao Liu Chen Zhen Tianming Liu Sheng R. Li 26 32 0 20 Jun 2023
Instant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models A. Jaiswal Shiwei Liu Tianlong Chen Ying Ding Zhangyang Wang VLM 32 22 0 18 Jun 2023
The Emergence of Essential Sparsity in Large Pre-trained Models: The Weights that Matter Ajay Jaiswal Shiwei Liu Tianlong Chen Zhangyang Wang VLM 21 33 0 06 Jun 2023
IfQA: A Dataset for Open-domain Question Answering under Counterfactual Presuppositions W. Yu Meng-Long Jiang Peter Clark Ashish Sabharwal 15 21 0 23 May 2023
Evaluating Open-QA Evaluation Cunxiang Wang Sirui Cheng Qipeng Guo Yuanhao Yue Bowen Ding Zhikun Xu Yidong Wang Xiangkun Hu Zheng Zhang Yue Zhang ELM 26 29 0 21 May 2023
Large Language Models are Built-in Autoregressive Search Engines Noah Ziems W. Yu Zhihan Zhang Meng-Long Jiang KELM 62 40 0 16 May 2023
Long-Tailed Question Answering in an Open World Yinpei Dai Hao Lang Yinhe Zheng Fei Huang Yongbin Li VLM 22 7 0 11 May 2023
Augmented Large Language Models with Parametric Knowledge Guiding Ziyang Luo Can Xu Pu Zhao Xiubo Geng Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang KELM RALM 37 44 0 08 May 2023
VendorLink: An NLP approach for Identifying & Linking Vendor Migrants & Potential Aliases on Darknet Markets V. Saxena Nils Rethmeier Gijs Van Dijck Gerasimos Spanakis 24 6 0 04 May 2023
Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers Tianlong Chen Zhenyu (Allen) Zhang Ajay Jaiswal Shiwei Liu Zhangyang Wang MoE 25 46 0 02 Mar 2023