Title
Intuition-aware Mixture-of-Rank-1-Experts for Parameter Efficient Finetuning Yijiang Liu Rongyu Zhang Huanrui Yang Kurt Keutzer Yuan Du Li Du Shanghang Zhang MoE 41 6 0 13 Apr 2024
Reducing hallucination in structured outputs via Retrieval-Augmented Generation Patrice Béchard Orlando Marquez Ayala LLMAG 37 50 0 12 Apr 2024
RAR-b: Reasoning as Retrieval Benchmark Chenghao Xiao G. Thomas Al Moubayed LRM RALM 36 8 0 09 Apr 2024
LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders Parishad BehnamGhader Vaibhav Adlakha Marius Mosbach Dzmitry Bahdanau Nicolas Chapados Siva Reddy 53 182 0 09 Apr 2024
Linguistic Changes in Spontaneous Speech for Detecting Parkinsons Disease Using Large Language Models Jonathan Crawford 36 0 0 08 Apr 2024
Concept -- An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors Chen Huang Peixin Qin Yang Deng Wenqiang Lei Jiancheng Lv Tat-Seng Chua 39 6 0 04 Apr 2024
Empowering Biomedical Discovery with AI Agents Shanghua Gao Ada Fang Yepeng Huang Valentina Giunchiglia Ayush Noori Jonathan Richard Schwarz Yasha Ektefaie Jovana Kondic Marinka Zitnik LLMAG AI4CE 44 66 0 03 Apr 2024
PyTorch Frame: A Modular Framework for Multi-Modal Tabular Learning Weihua Hu Yiwen Yuan Zecheng Zhang Akihiro Nitta Kaidi Cao Vid Kocijan J. Leskovec Matthias Fey LMTD 39 11 0 31 Mar 2024
Beyond One-Size-Fits-All: Multi-Domain, Multi-Task Framework for Embedding Model Selection Vivek Khetan 26 0 0 30 Mar 2024
Gecko: Versatile Text Embeddings Distilled from Large Language Models Jinhyuk Lee Zhuyun Dai Xiaoqi Ren Blair Chen Daniel Cer ... Aditya Kusupati Prateek Jain Siddhartha Reddy Jonnalagadda Ming-Wei Chang Iftekhar Naim RALM VLM SyDa 48 41 0 29 Mar 2024
A Survey on Large Language Models from Concept to Implementation Chen Wang Jin Zhao Jiaqi Gong LLMAG LM&MA 37 3 0 27 Mar 2024
SQL-Encoder: Improving NL2SQL In-Context Learning Through a Context-Aware Encoder Mohammadreza Pourreza Davood Rafiei Yuxi Feng Raymond Li Zhenan Fan Weiwei Zhang 37 5 0 24 Mar 2024
Semantically Aligned Question and Code Generation for Automated Insight Generation Ananya Singha Bhavya Chopra Anirudh Khatry Sumit Gulwani Austin Z. Henley Vu Le Chris Parnin Mukul Singh Microsoft Belgium 39 3 0 21 Mar 2024
A Semantic Search Engine for Mathlib4 Guoxiong Gao Haocheng Ju Jiedong Jiang Zihan Qin Bin Dong 40 3 0 20 Mar 2024
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning J. Asl Prajwal Panzade Eduardo Blanco Daniel Takabi Zhipeng Cai SSL 29 2 0 17 Mar 2024
MedInsight: A Multi-Source Context Augmentation Framework for Generating Patient-Centric Medical Responses using Large Language Models Subash Neupane Shaswata Mitra Sudip Mittal Noorbakhsh Amiri Golilarz Shahram Rahimi Amin Amirlatifi 62 3 0 13 Mar 2024
JMI at SemEval 2024 Task 3: Two-step approach for multimodal ECAC using in-context learning with GPT and instruction-tuned Llama models Arefa Mohammed Abbas Ansari Chandni Saxena Tanvir Ahmad MLLM 34 2 0 05 Mar 2024
LLM-Oriented Retrieval Tuner Si Sun Hanqing Zhang Zhiyuan Liu Jie Bao Dawei Song RALM 41 0 0 04 Mar 2024
ReMatch: Retrieval Enhanced Schema Matching with LLMs Eitam Sheetrit Menachem Brief Moshik Mishaeli Oren Elisha 26 11 0 03 Mar 2024
Self-Retrieval: Building an Information Retrieval System with One Large Language Model Qiaoyu Tang Jiawei Chen Bowen Yu Yaojie Lu Cheng Fu ... Fei Huang Xianpei Han Xianpei Han Le Sun Yongbin Li KELM 46 0 0 23 Feb 2024
FanOutQA: A Multi-Hop, Multi-Document Question Answering Benchmark for Large Language Models Andrew Zhu Alyssa Hwang Liam Dugan Chris Callison-Burch ELM 50 0 0 21 Feb 2024
Code Needs Comments: Enhancing Code LLMs with Comment Augmentation Demin Song Honglin Guo Yunhua Zhou Shuhao Xing Yudong Wang ... Wenwei Zhang Qipeng Guo Hang Yan Xipeng Qiu Dahua Lin SyDa 65 8 0 20 Feb 2024
Towards Trustworthy Reranking: A Simple yet Effective Abstention Mechanism Hippolyte Gisserot-Boukhlef Manuel Faysse Emmanuel Malherbe C´eline Hudelot Pierre Colombo 34 2 0 20 Feb 2024
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs Jiejun Tan Zhicheng Dou Yutao Zhu Peidong Guo Kun Fang Ji-Rong Wen 42 24 0 19 Feb 2024
HU at SemEval-2024 Task 8A: Can Contrastive Learning Learn Embeddings to Detect Machine-Generated Text? Shubhashis Roy Dipta Sadat Shahriar DeLMO 51 1 0 19 Feb 2024
Uncovering Latent Human Wellbeing in Language Model Embeddings Pedro Freire ChengCheng Tan Adam Gleave Dan Hendrycks Scott Emmons 36 1 0 19 Feb 2024
BGE Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models Kun Luo Zheng Liu Shitao Xiao Kang Liu 39 11 0 18 Feb 2024
Exploring ChatGPT for Next-generation Information Retrieval: Opportunities and Challenges Yizheng Huang Jimmy X. Huang 35 10 0 17 Feb 2024
Vehicle Behavior Prediction by Episodic-Memory Implanted NDT Peining Shen Jianwu Fang Hongkai Yu Jianru Xue 37 0 0 13 Feb 2024
Previously on the Stories: Recap Snippet Identification for Story Reading JiangNan Li Qiujing Wang Liyan Xu Wenjie Pang Mo Yu Zheng Lin Weiping Wang Jie Zhou 39 3 0 11 Feb 2024
BGE M3-Embedding: Multi-Lingual, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation Jianlv Chen Shitao Xiao Peitian Zhang Kun Luo Defu Lian Zheng Liu 115 328 0 05 Feb 2024
Code Representation Learning At Scale Dejiao Zhang W. Ahmad Ming Tan Hantian Ding Ramesh Nallapati Dan Roth Xiaofei Ma Bing Xiang OffRL 21 9 0 02 Feb 2024
Homogenization Effects of Large Language Models on Human Creative Ideation Barrett R Anderson Jash Hemant Shah Max Kreminski 40 74 0 02 Feb 2024
A Survey on Data Augmentation in Large Model Era Yue Zhou Chenlu Guo Xu Wang Yi-Ju Chang Yuan Wu LM&MA VLM 49 23 0 27 Jan 2024
APT-Pipe: A Prompt-Tuning Tool for Social Data Annotation using ChatGPT Yiming Zhu Zhizhuo Yin Gareth Tyson Ehsan-ul Haq Lik-Hang Lee Pan Hui ALM 43 6 0 24 Jan 2024
DREditor: An Time-efficient Approach for Building a Domain-specific Dense Retrieval Model Chen Huang Duanyu Feng Wenqiang Lei Jiancheng Lv 59 1 0 23 Jan 2024
Deciphering Textual Authenticity: A Generalized Strategy through the Lens of Large Language Semantics for Detecting Human vs. Machine-Generated Text Mazal Bethany Brandon Wherry Emet Bethany Nishant Vishwamitra Anthony Rios Peyman Najafirad DeLMO 36 3 0 17 Jan 2024
An Exploratory Study on Automatic Identification of Assumptions in the Development of Deep Learning Frameworks Chen Yang Peng Liang Zinan Ma 24 0 0 08 Jan 2024
Data-CUBE: Data Curriculum for Instruction-based Sentence Representation Learning Yingqian Min Kun Zhou Dawei Gao Wayne Xin Zhao He Hu Yaliang Li 26 1 0 07 Jan 2024
German Text Embedding Clustering Benchmark Silvan Wehrli Bert Arnrich Christopher Irrgang 30 5 0 05 Jan 2024
Improving Text Embeddings with Large Language Models Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei SyDa 35 158 0 31 Dec 2023
Is Knowledge All Large Language Models Needed for Causal Reasoning? Hengrui Cai Shengjie Liu Rui Song LRM ELM 28 10 0 30 Dec 2023
Zero-Shot Cross-Lingual Reranking with Large Language Models for Low-Resource Languages Mofetoluwa Adeyemi Akintunde Oladipo Ronak Pradeep Jimmy J. Lin 27 1 0 26 Dec 2023
Making Large Language Models A Better Foundation For Dense Retrieval Chaofan Li Zheng Liu Shitao Xiao Yingxia Shao RALM 34 34 0 24 Dec 2023
A Strong Baseline for Temporal Video-Text Alignment Zeqian Li Qirui Chen Tengda Han Ya-Qin Zhang Yanfeng Wang Weidi Xie AI4TS VGen 43 5 0 21 Dec 2023
Vectorizing string entries for data processing on tables: when are larger language models better? Léo Grinsztajn Edouard Oyallon Myung Jun Kim Gaël Varoquaux 40 2 0 15 Dec 2023
Exploring Large Language Models to Facilitate Variable Autonomy for Human-Robot Teaming Younes Lakhnati Max Pascher Jens Gerken LLMAG LM&Ro 32 3 0 12 Dec 2023
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs O. Ovadia Menachem Brief Moshik Mishaeli Oren Elisha RALM 28 132 0 10 Dec 2023
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research Jakub Lála Odhran O'Donoghue Aleksandar Shtedritski Sam Cox Samuel G. Rodriques Andrew D. White RALM 77 73 0 08 Dec 2023
Latent Skill Discovery for Chain-of-Thought Reasoning Zifan Xu Haozhu Wang Dmitriy Bespalov Peter Stone Yanjun Qi ReLM LRM 56 2 0 07 Dec 2023