Title
ChatGPT and Beyond: The Generative AI Revolution in Education Mohammad AL-Smadi AI4CE 55 6 0 26 Nov 2023
Towards Robust Text Retrieval with Progressive Learning Tong Wu Yulei Qin Enwei Zhang Zihan Xu Yuting Gao Ke Li Xing Sun RALM VLM 55 1 0 20 Nov 2023
GenCodeSearchNet: A Benchmark Test Suite for Evaluating Generalization in Programming Language Understanding Andor Diera Abdelhalim Hafedh Dahou Lukas Galke Fabian Karl Florian Sihler A. Scherp ELM 37 4 0 16 Nov 2023
Chemist-X: Large Language Model-empowered Agent for Reaction Condition Recommendation in Chemical Synthesis Kexin Chen Junyou Li Kunyi Wang Yuyang Du Jiahui Yu ... Jianzhang Pan Yi Huang Qun Fang Pheng Ann Heng Guangyong Chen 39 9 0 16 Nov 2023
How Well Do Text Embedding Models Understand Syntax? Yan Zhang Zhaopeng Feng Zhiyang Teng Zuozhu Liu Haizhou Li 42 3 0 14 Nov 2023
Do large language models and humans have similar behaviors in causal inference with script knowledge? Xudong Hong Margarita Ryzhova Daniel Adrian Biondi Ram Sarkar 42 5 0 13 Nov 2023
TransformCode: A Contrastive Learning Framework for Code Embedding via Subtree Transformation Zixiang Xian Rubing Huang Dave Towey Chunrong Fang Zhenyu Chen 25 5 0 10 Nov 2023
Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval Nandan Thakur Jianmo Ni Gustavo Hernández Ábrego John Wieting Jimmy J. Lin Daniel Cer RALM 31 12 0 10 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 33 107 0 09 Nov 2023
Semantic Representation Learning of Scientific Literature based on Adaptive Feature and Graph Neural Network Hongrui Gao Yawen Li M. Liang Zeli Guan Zhe Xue 13 0 0 01 Nov 2023
Representation Learning with Large Language Models for Recommendation Xubin Ren Wei Wei Lianghao Xia Lixin Su Suqi Cheng Junfeng Wang Dawei Yin Chao Huang 36 154 0 24 Oct 2023
Privacy Preserving Large Language Models: ChatGPT Case Study Based Vision and Framework Imdad Ullah Najm Hassan S. Gill Basem Suleiman T. Ahanger Zawar Shah Junaid Qadir S. Kanhere 40 16 0 19 Oct 2023
Exploring Automatic Evaluation Methods based on a Decoder-based LLM for Text Generation Tomohito Kasahara Daisuke Kawahara 33 2 0 17 Oct 2023
A Search for Prompts: Generating Structured Answers from Contracts Adam Roegiest Radha Chitta Jonathan Donnelly Maya Lash A. Vtyurina Franccois Longtin ELM AILaw 28 2 0 16 Oct 2023
EHI: End-to-end Learning of Hierarchical Index for Efficient Dense Retrieval Ramnath Kumar Anshul Mittal Nilesh Gupta Aditya Kusupati Inderjit Dhillon Prateek Jain 38 0 0 13 Oct 2023
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 40 6 0 12 Oct 2023
Rethinking Negative Pairs in Code Search Haochen Li Xin Zhou Anh Tuan Luu Chunyan Miao 44 10 0 12 Oct 2023
Text Embeddings Reveal (Almost) As Much As Text John X. Morris Volodymyr Kuleshov Vitaly Shmatikov Alexander M. Rush RALM 28 94 0 10 Oct 2023
Augmented Embeddings for Custom Retrievals Anirudh Khatry Yasharth Bajpai Priyanshu Gupta Sumit Gulwani Ashish Tiwari RALM 20 1 0 09 Oct 2023
HowToCaption: Prompting LLMs to Transform Video Annotations at Scale Nina Shvetsova Anna Kukleva Xudong Hong Christian Rupprecht Bernt Schiele Hilde Kuehne 45 25 0 07 Oct 2023
EALM: Introducing Multidimensional Ethical Alignment in Conversational Information Retrieval Yiyao Yu Junjie Wang Yuxiang Zhang Lin Zhang Yujiu Yang Tetsuya Sakai 41 1 0 02 Oct 2023
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models Ronak Pradeep Sahel Sharifymoghaddam Jimmy Lin ALM 37 36 0 26 Sep 2023
Zero-Shot Robustification of Zero-Shot Models Dyah Adila Changho Shin Lin Cai Frederic Sala 40 18 0 08 Sep 2023
Enhancing Psychological Counseling with Large Language Model: A Multifaceted Decision-Support System for Non-Professionals Guanghui Fu Qing Zhao Jianqiang Li Dan Luo Changwei Song ... Fan Wang Yan Wang Lijuan Cheng Juan Zhang B. Yang OffRL 26 33 0 29 Aug 2023
Reranking Passages with Coarse-to-Fine Neural Retriever Enhanced by List-Context Information Hongyin Zhu 29 0 0 23 Aug 2023
Dataset Quantization Daquan Zhou Kaixin Wang Jianyang Gu Xiang Peng Dongze Lian Yifan Zhang Yang You Jiashi Feng DD 29 38 0 21 Aug 2023
I3: Intent-Introspective Retrieval Conditioned on Instructions Kaihang Pan Juncheng Li Wenjie Wang Hao Fei Hongye Song Wei Ji Jun Lin Xiaozhong Liu Tat-Seng Chua Siliang Tang 46 5 0 19 Aug 2023
ChatHaruhi: Reviving Anime Character in Reality via Large Language Model Cheng Li Ziang Leng Chenxi Yan Junyi Shen Hao Wang ... HaoSheng Wang Linkang Zhan Yaokai Jia Pingyu Wu Haozhen Sun 25 31 0 18 Aug 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhao Cao Ji-Rong Wen KELM 57 286 0 14 Aug 2023
Towards General Text Embeddings with Multi-stage Contrastive Learning Zehan Li Xin Zhang Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang 59 342 0 07 Aug 2023
Jina Embeddings: A Novel Set of High-Performance Sentence Embedding Models Michael Gunther Louis Milliken Jonathan Geuter Georgios Mastrapas Bo Wang Han Xiao RALM 48 30 0 20 Jul 2023
Exploring the Potential of Large Language Models (LLMs) in Learning on Graphs Zhikai Chen Haitao Mao Hang Li Wei Jin Haifang Wen ... Shuaiqiang Wang Dawei Yin Wenqi Fan Hui Liu Jiliang Tang AI4CE 57 265 0 07 Jul 2023
MedCPT: Contrastive Pre-trained Transformers with Large-scale PubMed Search Logs for Zero-shot Biomedical Information Retrieval Qiao Jin Won Kim Qingyu Chen Donald C. Comeau Lana Yeganova John Wilbur Zhiyong Lu LM&MA MedIm 15 99 0 02 Jul 2023
Blockwise Feature Interaction in Recommendation Systems Weijie Zhao Ping Li 14 1 0 28 Jun 2023
DreamCatcher: Revealing the Language of the Brain with fMRI using GPT Embedding Subhrasankar Chatterjee D. Samanta 44 4 0 16 Jun 2023
Generate to Understand for Representation Changshan Xue Xiande Zhong Xiaoqing Liu VLM 40 0 0 14 Jun 2023
Practice with Graph-based ANN Algorithms on Sparse Data: Chi-square Two-tower model, HNSW, Sign Cauchy Projections Ping Li Weijie Zhao Chao Wang Qi Xia Alice Wu Lijun Peng 21 2 0 13 Jun 2023
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy Paul Pu Liang Zihao Deng Martin Q. Ma James Zou Louis-Philippe Morency Ruslan Salakhutdinov SSL 26 49 0 08 Jun 2023
An Approach to Solving the Abstraction and Reasoning Corpus (ARC) Challenge Tan John Chong Min RALM LRM 21 5 0 06 Jun 2023
AdANNS: A Framework for Adaptive Semantic Search Aniket Rege Aditya Kusupati S. SharanRanjit Alan Fan Qingqing Cao Sham Kakade Prateek Jain Ali Farhadi 31 5 0 30 May 2023
GPT Models in Construction Industry: Opportunities, Limitations, and a Use Case Validation Abdullahi Saka Ridwan Taiwo Nurudeen Saka B. Salami Saheed Ajayi Kabiru O. Akande Hadi Kazemi 30 60 0 30 May 2023
Leveraging Training Data in Few-Shot Prompting for Numerical Reasoning Zhanming Jie Wei Lu LRM ReLM 30 15 0 29 May 2023
Skill-Based Few-Shot Selection for In-Context Learning Shengnan An Bo Zhou Zeqi Lin Qiang Fu B. Chen Nanning Zheng Weizhu Chen Jian-Guang Lou 36 31 0 23 May 2023
Challenging Decoder helps in Masked Auto-Encoder Pre-training for Dense Passage Retrieval Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie RALM 33 3 0 22 May 2023
Rethinking the Evaluation for Conversational Recommendation in the Era of Large Language Models Xiaolei Wang Xinyu Tang Wayne Xin Zhao Jingyuan Wang Ji-Rong Wen ALM 31 49 0 22 May 2023
LACoS-BLOOM: Low-rank Adaptation with Contrastive objective on 8 bits Siamese-BLOOM Wenhui Hua Brian Williams Davood Shamsi 28 3 0 10 May 2023
Evaluating Embedding APIs for Information Retrieval Ehsan Kamalloo Xinyu Crystina Zhang Odunayo Ogundepo Nandan Thakur David Alfonso-Hermelo Mehdi Rezagholizadeh Jimmy J. Lin RALM 29 19 0 10 May 2023
TASTY: A Transformer based Approach to Space and Time complexity K. Moudgalya Ankit Ramakrishnan Vamsikrishna Chemudupati Xinghai Lu 16 3 0 06 May 2023
Catch Me If You Can: Identifying Fraudulent Physician Reviews with Large Language Models Using Generative Pre-Trained Transformers A. Shukla Laksh Agarwal Jie-Mein Goh Goh Guodong G. Gao Ritu Agarwal 14 5 0 19 Apr 2023
ChemCrow: Augmenting large-language models with chemistry tools Andres M Bran Sam Cox Oliver Schilter Carlo Baldassari Andrew D. White P. Schwaller LLMAG 34 357 0 11 Apr 2023