v1v2 (latest)

Internet-augmented language models through few-shot prompting for open-domain question answering

10 March 2022

Wojciech Stokowiec

Papers citing "Internet-augmented language models through few-shot prompting for open-domain question answering"

50 / 101 papers shown

Title
Reliable Academic Conference Question Answering: A Study Based on Large Language Model Zhiwei Huang Long Jin Junjie Wang Mingchen Tu Yin Hua Zhiqiang Liu Jiawei Meng Hua-zeng Chen Wen Zhang 180 1 0 19 Oct 2023
Revisit Input Perturbation Problems for LLMs: A Unified Robustness Evaluation Framework for Noisy Slot Filling TaskNatural Language Processing and Chinese Computing (NLPCC), 2023 Guanting Dong Jinxu Zhao Tingfeng Hui Daichi Guo Wenlong Wan ... Yueyan Qiu Zhuoma Gongque Keqing He Zechen Wang Weiran Xu AAML 189 32 0 10 Oct 2023
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines Omar Khattab Arnav Singhvi Paridhi Maheshwari Zhiyuan Zhang Keshav Santhanam ... Thomas T. Joshi Hanna Moazam Heather Miller Matei A. Zaharia Christopher Potts RALM 345 460 0 05 Oct 2023
FreshLLMs: Refreshing Large Language Models with Search Engine AugmentationAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Tu Vu Mohit Iyyer Xuezhi Wang Noah Constant Jerry W. Wei ... Chris Tar Yun-hsuan Sung Denny Zhou Quoc Le Thang Luong KELM HILM LRM 448 285 0 05 Oct 2023
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to UseInternational Conference on Learning Representations (ICLR), 2023 Yue Huang Jiawen Shi Yuan Li Chenrui Fan Siyuan Wu ... Yixin Liu Pan Zhou Yao Wan Neil Zhenqiang Gong Lichao Sun LLMAG 434 141 0 04 Oct 2023
Construction contract risk identification based on knowledge-augmented language model Saika Wong Chunmo Zheng Xing Su Yinqiu Tang 149 35 0 22 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 313 110 0 13 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language ModelsComputational Linguistics (CL), 2023 Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang Anh Tuan Luu Freda Shi Shuming Shi Shuming Shi LRM RALM HILM 610 780 0 03 Sep 2023
Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance DetectionIEEE International Joint Conference on Neural Network (IJCNN), 2023 Kairui Hu Ming Yan Qiufeng Wang Ivor W. Tsang Wen-Haw Chong Yong Keong Yap LRM 139 8 0 31 Aug 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zheng Liu Zhicheng Dou Ji-Rong Wen KELM 545 437 0 14 Aug 2023
Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models Cheng-Yu Hsieh Sibei Chen Chun-Liang Li Yasuhisa Fujii Alexander Ratner Chen-Yu Lee Ranjay Krishna Tomas Pfister LLMAG SyDa 248 58 0 01 Aug 2023
Evaluating Correctness and Faithfulness of Instruction-Following Models for Question AnsweringTransactions of the Association for Computational Linguistics (TACL), 2023 Vaibhav Adlakha Parishad BehnamGhader Xing Han Lù Nicholas Meade Siva Reddy 309 172 0 31 Jul 2023
Information Retrieval Meets Large Language Models: A Strategic Report from Chinese IR CommunityAI Open (AO), 2023 Jiaxin Mao Ting Bai Bo Zhao Yi-Ju Chang Jiawei Chen ... Peng Zhang Fan Zhang Wei-na Zhang Hao Fei Xiaofei Zhu 150 81 0 19 Jul 2023
A Comprehensive Overview of Large Language ModelsACM Transactions on Intelligent Systems and Technology (ACM TIST), 2023 Humza Naveed Asad Ullah Khan Shi Qiu Muhammad Saqib Saeed Anwar Muhammad Usman Naveed Akhtar Nick Barnes Lin Wang OffRL 772 1,090 0 12 Jul 2023
Advancements in Scientific Controllable Text Generation Methods Arnav Goel Medha Hira Avinash Anand Siddhesh Bangar R. Shah 150 7 0 08 Jul 2023
Joint Prompt Optimization of Stacked LLMs using Variational InferenceNeural Information Processing Systems (NeurIPS), 2023 Alessandro Sordoni Xingdi Yuan Marc-Alexandre Côté Matheus Pereira Adam Trischler Ziang Xiao Arian Hosseini Friederike Niedtner Nicolas Le Roux 233 35 0 21 Jun 2023
ModuleFormer: Modularity Emerges from Mixture-of-Experts Songlin Yang Zheyu Zhang Tianyou Cao Shawn Tan Zhenfang Chen Chuang Gan KELM MoE 163 13 0 07 Jun 2023
GPT4Tools: Teaching Large Language Model to Use Tools via Self-instructionNeural Information Processing Systems (NeurIPS), 2023 Rui Yang Lin Song Yanwei Li Sijie Zhao Yixiao Ge Xiu Li Ying Shan SyDa MLLM 218 278 0 30 May 2023
Gorilla: Large Language Model Connected with Massive APIsNeural Information Processing Systems (NeurIPS), 2023 Shishir G. Patil Tianjun Zhang Xin Wang Joseph E. Gonzalez ELM CLL ALM SyDa 340 821 0 24 May 2023
Allies: Prompting Large Language Model with Beam SearchConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Hao Sun Xiao Liu Yeyun Gong Yan Zhang Daxin Jiang Linjun Yang Nan Duan RALM 209 10 0 24 May 2023
ReWOO: Decoupling Reasoning from Observations for Efficient Augmented Language Models Binfeng Xu Zhiyuan Peng Bowen Lei Subhabrata Mukherjee Yuchen Liu Dongkuan Xu KELM LLMAG LRM 293 125 0 23 May 2023
Large Language Model Programs Imanol Schlag Sainbayar Sukhbaatar Asli Celikyilmaz Anuj Kumar Jason Weston Jürgen Schmidhuber Xian Li LRM 181 16 0 09 May 2023
Augmented Large Language Models with Parametric Knowledge Guiding Ziyang Luo Can Xu Lu Wang Xiubo Geng Chongyang Tao Jing Ma Qingwei Lin Daxin Jiang KELM RALM 255 54 0 08 May 2023
LLM+P: Empowering Large Language Models with Optimal Planning Proficiency B. Liu Yuqian Jiang Xiaohan Zhang Qian Liu Shiqi Zhang Joydeep Biswas Peter Stone LM&Ro LLMAG 362 535 0 22 Apr 2023
Progressive-Hint Prompting Improves Reasoning in Large Language Models Chuanyang Zheng Zhengying Liu Enze Xie Zhenguo Li Yu Li LLMAG ReLM LRM 294 138 0 19 Apr 2023
Tool Learning with Foundation ModelsACM Computing Surveys (ACM Comput. Surv.), 2023 Yujia Qin Shengding Hu Yankai Lin Weize Chen Ning Ding ... Cheng Yang Tongshuang Wu Heng Ji Zhiyuan Liu Maosong Sun 290 300 0 17 Apr 2023
Learnings from Data Integration for Augmented Language Models A. Halevy Jane Dwivedi-Yu 148 20 0 10 Apr 2023
TaskMatrix.AI: Completing Tasks by Connecting Foundation Models with Millions of APIsIntelligent Computing (IC), 2023 Yaobo Liang Chenfei Wu Ting Song Wenshan Wu Yan Xia ... Shaoguang Mao Yuntao Wang Linjun Shou Ming Gong Nan Duan LLMAG CLL 208 233 0 29 Mar 2023
Context-faithful Prompting for Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Wenxuan Zhou Sheng Zhang Hoifung Poon Muhao Chen KELM 180 82 0 20 Mar 2023
Foundation Models for Decision Making: Problems, Methods, and Opportunities Sherry Yang Ofir Nachum Yilun Du Jason W. Wei Pieter Abbeel Dale Schuurmans LM&Ro OffRL LRM AI4CE 336 206 0 07 Mar 2023
Check Your Facts and Try Again: Improving Large Language Models with External Knowledge and Automated Feedback Baolin Peng Michel Galley Pengcheng He Hao Cheng Yujia Xie ... Qiuyuan Huang Lars Liden Zhou Yu Weizhu Chen Jianfeng Gao KELM HILM LRM 359 475 0 24 Feb 2023
Few-shot Multimodal Multitask Multilingual Learning Vasu Sharma Vinija Jain 187 0 0 19 Feb 2023
Search-Engine-augmented Dialogue Response Generation with Cheaply Supervised Query ProductionArtificial Intelligence (AIJ), 2023 Ante Wang Linfeng Song Qi Liu Haitao Mi Longyue Wang Zhaopeng Tu Jinsong Su Dong Yu 199 13 0 16 Feb 2023
Augmented Language Models: a Survey Grégoire Mialon Roberto Dessì Maria Lomeli Christoforos Nalmpantis Ramakanth Pasunuru ... Jane Dwivedi-Yu Asli Celikyilmaz Edouard Grave Yann LeCun Thomas Scialom LRM KELM 234 476 0 15 Feb 2023
Logically at Factify 2: A Multi-Modal Fact Checking System Based on Evidence Retrieval techniques and Transformer Encoder Architecture P. Verschuuren Jie Gao A. V. Eeden Stylianos Oikonomou Anil Bandhakavi 207 2 0 09 Jan 2023
Demonstrate-Search-Predict: Composing retrieval and language models for knowledge-intensive NLP Omar Khattab Keshav Santhanam Xiang Lisa Li David Leo Wright Hall Abigail Z. Jacobs Christopher Potts Matei A. Zaharia RALM KELM 226 332 0 28 Dec 2022
Visconde: Multi-document QA with GPT-3 and Neural RerankingEuropean Conference on Information Retrieval (ECIR), 2022 Jayr Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 189 35 0 19 Dec 2022
Learning to Navigate Wikipedia by Taking Random WalksNeural Information Processing Systems (NeurIPS), 2022 Manzil Zaheer Kenneth Marino Will Grathwohl John Schultz Wendy Shang Sheila Babayan Arun Ahuja Ishita Dasgupta Christine Kaeser-Chen Rob Fergus 97 7 0 31 Oct 2022
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot LearnersInternational Conference on Learning Representations (ICLR), 2022 Seonghyeon Ye Doyoung Kim Joel Jang Joongbo Shin Minjoon Seo FedML VLM UQCV LRM 371 25 0 06 Oct 2022
ReAct: Synergizing Reasoning and Acting in Language ModelsInternational Conference on Learning Representations (ICLR), 2022 Shunyu Yao Jeffrey Zhao Dian Yu Nan Du Izhak Shafran Karthik Narasimhan Yuan Cao LLMAG ReLM LRM 1.5K 4,863 0 06 Oct 2022
Recitation-Augmented Language ModelsInternational Conference on Learning Representations (ICLR), 2022 Zhiqing Sun Xuezhi Wang Yi Tay Yiming Yang Denny Zhou RALM 537 76 0 04 Oct 2022
Complexity-Based Prompting for Multi-Step ReasoningInternational Conference on Learning Representations (ICLR), 2022 Yao Fu Hao-Chun Peng Ashish Sabharwal Peter Clark Tushar Khot ReLM LRM 504 532 0 03 Oct 2022
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 485 623 0 28 Sep 2022
Generate rather than Retrieve: Large Language Models are Strong Context GeneratorsInternational Conference on Learning Representations (ICLR), 2022 Wenhao Yu Dan Iter Shuohang Wang Yichong Xu Mingxuan Ju Soumya Sanyal Chenguang Zhu Michael Zeng Meng Jiang RALM AIMat 905 385 0 21 Sep 2022
Can large language models reason about medical questions?Patterns (Patterns), 2022 Valentin Liévin C. Hother Andreas Geert Motzfeldt Ole Winther ELM LM&MA AI4MH LRM 446 381 0 17 Jul 2022
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language AgentsNeural Information Processing Systems (NeurIPS), 2022 Shunyu Yao Howard Chen John Yang Karthik Narasimhan LLMAG LM&Ro 663 726 0 04 Jul 2022
Selection-Inference: Exploiting Large Language Models for Interpretable Logical ReasoningInternational Conference on Learning Representations (ICLR), 2022 Antonia Creswell Murray Shanahan I. Higgins ReLM LRM 277 421 0 19 May 2022
Few-Shot Parameter-Efficient Fine-Tuning is Better and Cheaper than In-Context LearningNeural Information Processing Systems (NeurIPS), 2022 Haokun Liu Derek Tam Mohammed Muqeeth Jay Mohta Tenghao Huang Joey Tianyi Zhou Colin Raffel 381 1,131 0 11 May 2022
Autoregressive Search Engines: Generating Substrings as Document IdentifiersNeural Information Processing Systems (NeurIPS), 2022 Michele Bevilacqua G. Ottaviano Patrick Lewis Anuj Kumar Sebastian Riedel Fabio Petroni KELM RALM 299 193 0 22 Apr 2022
Teaching language models to support answers with verified quotes Jacob Menick Maja Trebacz Vladimir Mikulik John Aslanides Francis Song ... Mia Glaese Susannah Young Lucy Campbell-Gillingham G. Irving Nat McAleese ELM RALM 466 301 0 21 Mar 2022