Title
Resolving Knowledge Conflicts in Large Language Models Yike Wang Shangbin Feng Heng Wang Weijia Shi Vidhisha Balachandran Tianxing He Yulia Tsvetkov 229 34 0 02 Oct 2023
ToRA: A Tool-Integrated Reasoning Agent for Mathematical Problem SolvingInternational Conference on Learning Representations (ICLR), 2023 Zhibin Gou Zhihong Shao Yeyun Gong Haoran Pan Yujiu Yang Shiyu Huang Nan Duan Weizhu Chen LRM AI4CE LLMAG 363 256 0 29 Sep 2023
Augmenting LLMs with Knowledge: A survey on hallucination prevention Shaocong Long Lizhuang Ma KELM RALM HILM 141 25 0 28 Sep 2023
Ragas: Automated Evaluation of Retrieval Augmented GenerationConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 ES Shahul Jithin James Luis Espinosa-Anke Steven Schockaert 472 385 0 26 Sep 2023
Cognitive Mirage: A Review of Hallucinations in Large Language Models Hongbin Ye Tong Liu Aijia Zhang Wei Hua Weiqiang Jia HILM 357 111 0 13 Sep 2023
Retrieval-Augmented Meta Learning for Low-Resource Text ClassificationIEEE International Joint Conference on Neural Network (IJCNN), 2023 Rongsheng Li Yongqian Li Hai-Tao Zheng Chaiyut Luoyiching Hai-Tao Zheng Nannan Zhou Hanjing Su RALM 219 2 0 10 Sep 2023
The Emergence of Chunking Structures with Hierarchical RNN Zijun Wu Anup Anand Deshmukh Yongkang Wu Jimmy Lin Lili Mou 267 3 0 10 Sep 2023
Towards Reliable and Fluent Large Language Models: Incorporating Feedback Learning Loops in QA Systems Dongyub Lee Taesun Whang Chanhee Lee Heuiseok Lim KELM 112 12 0 08 Sep 2023
DoLa: Decoding by Contrasting Layers Improves Factuality in Large Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Yung-Sung Chuang Yujia Xie Hongyin Luo Yoon Kim James R. Glass Pengcheng He HILM 273 269 0 07 Sep 2023
Knowledge Solver: Teaching LLMs to Search for Domain Knowledge from Knowledge Graphs Chao Feng Xinyu Zhang Zichu Fei KELM 198 62 0 06 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas Griffiths LLMAG LM&Ro 571 270 0 05 Sep 2023
NICE: CVPR 2023 Challenge on Zero-shot Image Captioning Taehoon Kim Pyunghwan Ahn Sangyun Kim Sihaeng Lee Mark A Marsden ... Yujin Wang Yimu Wang Tiancheng Gu Xingchang Lv Mingmao Sun VLM 192 8 0 05 Sep 2023
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question AnsweringConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Yubo Wang Xueguang Ma Wenhu Chen LM&MA AI4MH 269 37 0 05 Sep 2023
Benchmarking Large Language Models in Retrieval-Augmented GenerationAAAI Conference on Artificial Intelligence (AAAI), 2023 Jiawei Chen Hongyu Lin Xianpei Han Le Sun 3DV RALM 361 444 0 04 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 654 793 0 03 Sep 2023
RenAIssance: A Survey into AI Text-to-Image Generation in the Era of Large ModelIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Fengxiang Bie Jianlong Wu Zhongzhu Zhou Adam Ghanem Minjia Zhang ... Pareesa Ameneh Golnari David A. Clifton Yuxiong He Dacheng Tao Shuaiwen Leon Song EGVM 245 50 0 02 Sep 2023
LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Chi Han Qifan Wang Yuan Yao Wenhan Xiong Yu Chen Heng Ji Sinong Wang 476 94 0 30 Aug 2023
Optimizing Factual Accuracy in Text Generation through Dynamic Knowledge Selection Hongjin Qian Zhicheng Dou Jiejun Tan Haonan Chen Haoqi Gu Ruofei Lai Xinyu Zhang Bo Zhao Ji-Rong Wen 170 3 0 30 Aug 2023
MEMORY-VQ: Compression for Tractable Internet-Scale MemoryNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 Yury Zemlyanskiy Michiel de Jong Luke Vilnis Santiago Ontañón William W. Cohen Sumit Sanghai Joshua Ainslie RALM MQ 164 2 0 28 Aug 2023
LongBench: A Bilingual, Multitask Benchmark for Long Context UnderstandingAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Yushi Bai Xin Lv Jiajie Zhang Hong Lyu Jiankai Tang ... Aohan Zeng Lei Hou Yuxiao Dong Jie Tang Juanzi Li LLMAG RALM 287 891 0 28 Aug 2023
Spoken Language Intelligence of Large Language Models for Language Learning Linkai Peng Baorian Nuchged Yingming Gao ELM 265 5 0 28 Aug 2023
Generations of Knowledge Graphs: The Crazy Ideas and the Business ImpactProceedings of the VLDB Endowment (PVLDB), 2023 Xin Luna Dong 172 28 0 27 Aug 2023
Learning to Intervene on Concept BottlenecksInternational Conference on Machine Learning (ICML), 2023 David Steinmann Wolfgang Stammer Felix Friedrich Kristian Kersting 323 28 0 25 Aug 2023
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs Ye Liu Semih Yavuz Rui Meng Meghana Moorthy Shafiq Joty Caiming Xiong Yingbo Zhou RALM 187 1 0 24 Aug 2023
Towards CausalGPT: A Multi-Agent Approach for Faithful Knowledge Reasoning via Promoting Causal Consistency in LLMs Ziyi Tang Ruilin Wang Weixing Chen Keze Wang Zehua Wang Tianshui Chen Liang Lin Tianshui Chen Liang Lin LRM 212 12 0 23 Aug 2023
Exploring the Effectiveness of GPT Models in Test-Taking: A Case Study of the Driver's License Knowledge Test Saba Rahimi T. Balch Manuela Veloso ELM 154 2 0 22 Aug 2023
Anonymity at Risk? Assessing Re-Identification Capabilities of Large Language Models Alex Nyffenegger Matthias Sturmer Joel Niklaus 180 10 0 22 Aug 2023
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?North American Chapter of the Association for Computational Linguistics (NAACL), 2023 Kai Sun Yongjun Xu Hanwen Zha Yue Liu Xinhsuai Dong AI4MH 380 190 0 20 Aug 2023
Evaluating the Instruction-Following Robustness of Large Language Models to Prompt InjectionConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Zekun Li Baolin Peng Pengcheng He Xifeng Yan ELM SILM AAML 252 44 0 17 Aug 2023
End-to-End Open Vocabulary Keyword Search With Multilingual Neural RepresentationsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023 Bolaji Yusuf J. Černocký Murat Saraclar 162 2 0 15 Aug 2023
RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models Jie Huang Ming-Yu Liu Peng Xu Mohammad Shoeybi Kevin Chen-Chuan Chang Bryan Catanzaro RALM 228 44 0 15 Aug 2023
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models Peng Wang Ningyu Zhang Bo Tian Zekun Xi Yunzhi Yao ... Shuyang Cheng Kangwei Liu Yuansheng Ni Guozhou Zheng Huajun Chen KELM 217 79 0 14 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 589 442 0 14 Aug 2023
WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine Siqiao Xue Fan Zhou Y. Xu Ming Jin Qingsong Wen ... Jun Zhou Shuo Xie D. Xiu James Y. Zhang Hongyuan Mei RALM AIFin 180 18 0 10 Aug 2023
SILO Language Models: Isolating Legal Risk In a Nonparametric DatastoreInternational Conference on Learning Representations (ICLR), 2023 Sewon Min Suchin Gururangan Eric Wallace Hannaneh Hajishirzi Noah A. Smith Luke Zettlemoyer AILaw 260 85 0 08 Aug 2023
Hybrid Retrieval-Augmented Generation for Real-time Composition AssistanceConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Menglin Xia Xuchao Zhang Camille Couturier Guoqing Zheng Saravan Rajmohan Victor Rühle RALM 132 4 0 08 Aug 2023
SimplyRetrieve: A Private and Lightweight Retrieval-Centric Generative AI Tool Youyang Ng Daisuke Miyashita Yasuto Hoshi Yasuhiro Morioka Osamu Torii Tomoya Kodama J. Deguchi RALM 117 10 0 08 Aug 2023
TPTU: Large Language Model-based AI Agents for Task Planning and Tool Usage Jingqing Ruan Yihong Chen Bin Zhang Zhiwei Xu Tianpeng Bao ... Shiwei Shi Hangyu Mao Ziyue Li Xingyu Zeng Rui Zhao LLMAG LM&Ro 289 50 0 07 Aug 2023
DeDrift: Robust Similarity Search under Content DriftIEEE International Conference on Computer Vision (ICCV), 2023 Dmitry Baranchuk Matthijs Douze Yash Upadhyay I. Z. Yalniz 149 13 0 05 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 284 58 0 01 Aug 2023
HAGRID: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution Ehsan Kamalloo A. Jafari Xinyu Crystina Zhang Nandan Thakur Jimmy J. Lin 230 61 0 31 Jul 2023
On the Trustworthiness Landscape of State-of-the-art Generative Models: A Survey and OutlookInternational Journal of Computer Vision (IJCV), 2023 Mingyuan Fan Chengyu Wang Cen Chen Yang Liu Jun Huang HILM 259 12 0 31 Jul 2023
TabR: Tabular Deep Learning Meets Nearest Neighbors in 2023International Conference on Learning Representations (ICLR), 2023 Yu. V. Gorishniy Ivan Rubachev Nikolay Kartashev Daniil Shlenskii Akim Kotelnikov Artem Babenko OOD LMTD 191 15 0 26 Jul 2023
Benchmarking and Analyzing Generative Data for Visual RecognitionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Yue Liu Haotian Liu Liangyu Chen Yong Jae Lee Xuefei Liu Yu Qiao VLM EGVM 195 5 0 25 Jul 2023
Towards green AI-based software systems: an architecture-centric approach (GAISSA)EUROMICRO Conference on Software Engineering and Advanced Applications (EUROMICRO SEAA), 2023 Luís Cruz Xavier Franch Francisco Durán 132 9 0 19 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 166 82 0 19 Jul 2023
Thrust: Adaptively Propels Large Language Models with External KnowledgeNeural Information Processing Systems (NeurIPS), 2023 Xinran Zhao Hongming Zhang Xiaoman Pan Wenlin Yao Dong Yu Jianshu Chen KELM 380 5 0 19 Jul 2023
Learning to Retrieve In-Context Examples for Large Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Liang Wang Nan Yang Furu Wei RALM 194 58 0 14 Jul 2023
Generating Benchmarks for Factuality Evaluation of Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Dor Muhlgay Ori Ram Inbal Magar Yoav Levine Nir Ratner Yonatan Belinkov Omri Abend Kevin Leyton-Brown Amnon Shashua Y. Shoham HILM 187 122 0 13 Jul 2023
Personalization for BERT-based Discriminative Speech Recognition RescoringInterspeech (Interspeech), 2023 J. Kolehmainen Yile Gu Aditya Gourav Prashanth Gurunath Shivakumar Ankur Gandhe Ariya Rastrow I. Bulyko 154 5 0 13 Jul 2023

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Improving language models by retrieving from trillions of tokens

Papers citing "Improving language models by retrieving from trillions of tokens"