Title
Poisoning Retrieval Corpora by Injecting Adversarial Passages Zexuan Zhong Ziqing Huang Alexander Wettig Danqi Chen AAML 116 76 0 29 Oct 2023
MILL: Mutual Verification with Large Language Models for Zero-Shot Query Expansion Pengyue Jia Yiding Liu Xiangyu Zhao Xiaopeng Li Changying Hao Shuaiqiang Wang Dawei Yin 90 20 0 29 Oct 2023
Personas as a Way to Model Truthfulness in Language Models Nitish Joshi Javier Rando Abulhair Saparov Najoung Kim He He HILM 123 34 0 27 Oct 2023
LeCaRDv2: A Large-Scale Chinese Legal Case Retrieval Dataset Haitao Li Yunqiu Shao Yueyue Wu Qingyao Ai Yixiao Ma Yiqun Liu AILaw 89 26 0 26 Oct 2023
Follow-on Question Suggestion via Voice Hints for Voice Assistants B. Fetahu Pedro Faustini Giuseppe Castellucci Anjie Fang Oleg Rokhlenko S. Malmasi 48 2 0 25 Oct 2023
Length is a Curse and a Blessing for Document-level Semantics Chenghao Xiao Yizhi Li ♣. G. Thomas Hudson ♠ Chenghua Al Moubayed 89 6 0 24 Oct 2023
Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models Gangwoo Kim Sungdong Kim Byeongguk Jeon Joonsuk Park Jaewoo Kang UQLM 70 30 0 23 Oct 2023
Large Search Model: Redefining Search Stack in the Era of LLMs Liang Wang Nan Yang Xiaolong Huang Linjun Yang Rangan Majumder Furu Wei LRM KELM 96 15 0 23 Oct 2023
Text Fact Transfer Nishant Balepur Jie Huang Kevin Chen-Chuan Chang 63 0 0 23 Oct 2023
Optimizing Retrieval-augmented Reader Models via Token Elimination Moshe Berchansky Peter Izsak Avi Caciularu Ido Dagan Moshe Wasserblat RALM 95 12 0 20 Oct 2023
Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading Yangyang Luo Shiyu Tian Caixia Yuan Fangkun Zhao 57 1 0 20 Oct 2023
Open-source Large Language Models are Strong Zero-shot Query Likelihood Models for Document Ranking Shengyao Zhuang Bing Liu Bevan Koopman Guido Zuccon RALM 69 54 0 20 Oct 2023
Contrastive Learning for Inference in Dialogue Etsuko Ishii Yan Xu Bryan Wilie Ziwei Ji Holy Lovenia Willy Chung Pascale Fung 70 0 0 19 Oct 2023
Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher Xiang Shi Jiawei Liu Yinpeng Liu Qikai Cheng Wei Lu RALM HILM KELM 73 6 0 19 Oct 2023
NeMo Guardrails: A Toolkit for Controllable and Safe LLM Applications with Programmable Rails Traian Rebedea R. Dinu Makesh Narsimhan Sreedhar Christopher Parisien Jonathan Cohen KELM 99 152 0 16 Oct 2023
Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset Arthur Amalvy Vincent Labatut Richard Dufour 101 9 0 16 Oct 2023
Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data Shiladitya Dutta Hongbo Wei L. Laan Ahmed Alaa 221 7 0 15 Oct 2023
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting Fanghua Ye Meng Fang Shenghui Li Emine Yilmaz KELM 120 51 0 15 Oct 2023
Unsupervised Domain Adaption for Neural Information Retrieval Carlos Dominguez Jon Ander Campos Eneko Agirre Gorka Azkune 48 0 0 13 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 95 0 0 13 Oct 2023
Low-Resource Clickbait Spoiling for Indonesian via Question Answering Ni Putu Intan Maharani Ayu Purwarianti Alham Fikri Aji 70 2 0 12 Oct 2023
Language Models are Universal Embedders Xin Zhang Zehan Li Yanzhao Zhang Dingkun Long Pengjun Xie Meishan Zhang Min Zhang KELM ELM 286 9 0 12 Oct 2023
Language Models As Semantic Indexers Bowen Jin Hansi Zeng Guoyin Wang Xiusi Chen Tianxin Wei ... Yang Li Hanqing Lu Suhang Wang Jiawei Han Xianfeng Tang RALM 84 20 0 11 Oct 2023
Found in the Middle: Permutation Self-Consistency Improves Listwise Ranking in Large Language Models Raphael Tang Xinyu Crystina Zhang Xueguang Ma Jimmy Lin Ferhan Ture LRM 114 18 0 11 Oct 2023
Teaching Language Models to Hallucinate Less with Synthetic Tasks Erik Jones Hamid Palangi Clarisse Simoes Varun Chandrasekaran Subhabrata Mukherjee Arindam Mitra Ahmed Hassan Awadallah Ece Kamar HILM 87 27 0 10 Oct 2023
Text Embeddings Reveal (Almost) As Much As Text John X. Morris Volodymyr Kuleshov Vitaly Shmatikov Alexander M. Rush RALM 101 115 0 10 Oct 2023
Hexa: Self-Improving for Knowledge-Grounded Dialogue System DaeJin Jo D. W. Nam Gunsoo Han Kyoung-Woon On Taehwan Kwon Seungeun Rho Sungwoong Kim 46 0 0 10 Oct 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models Yile Wang Peng Li Maosong Sun Yang Liu RALM KELM 88 50 0 08 Oct 2023
DORIS-MAE: Scientific Document Retrieval using Multi-level Aspect-based Queries Jianyou Wang Kaicheng Wang Xiaoyue Wang Prudhviraj Naidu Leon Bergen R. Paturi 101 11 0 07 Oct 2023
RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation Fangyuan Xu Weijia Shi Eunsol Choi RALM 108 165 0 06 Oct 2023
Policy-Gradient Training of Language Models for Ranking Ge Gao Jonathan D. Chang Claire Cardie Kianté Brantley Thorsten Joachims 56 2 0 06 Oct 2023
A Deep Reinforcement Learning Approach for Interactive Search with Sentence-level Feedback Jianghong Zhou Joyce C. Ho Chen Lin Eugene Agichtein 61 0 0 03 Oct 2023
RA-DIT: Retrieval-Augmented Dual Instruction Tuning Xi Lin Xilun Chen Mingda Chen Weijia Shi Maria Lomeli ... Jacob Kahn Gergely Szilvasy Mike Lewis Luke Zettlemoyer Scott Yih RALM 157 157 0 02 Oct 2023
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models Ronak Pradeep Sahel Sharifymoghaddam Jimmy Lin ALM 115 43 0 26 Sep 2023
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References Matteo Gabburo Siddhant Garg Rik Koncel-Kedziorski Alessandro Moschitti 77 1 0 21 Sep 2023
Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM Bochuan Cao Yu Cao Lu Lin Jinghui Chen AAML 96 152 0 18 Sep 2023
Selecting which Dense Retriever to use for Zero-Shot Search Ekaterina Khramtsova Shengyao Zhuang Mahsa Baktashmotlagh Xi Wang Guido Zuccon 66 9 0 18 Sep 2023
When do Generative Query and Document Expansions Fail? A Comprehensive Study Across Methods, Retrievers, and Datasets Orion Weller Kyle Lo David Wadden Dawn J Lawrie Benjamin Van Durme Arman Cohan Luca Soldaini 87 21 0 15 Sep 2023
Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering Piotr Rybak M. Ogrodniczuk KELM LRM 78 4 0 15 Sep 2023
ExpertQA: Expert-Curated Questions and Attributed Answers Chaitanya Malaviya Subin Lee Sihao Chen Elizabeth Sieber Mark Yatskar Dan Roth ELM HILM 116 58 0 14 Sep 2023
CONVERSER: Few-Shot Conversational Dense Retrieval with Synthetic Data Generation Chao-Wei Huang Chen-Yu Hsu Tsung-Yuan Hsu Chen-An Li Yun-Nung Chen 53 5 0 13 Sep 2023
Text Encoders Lack Knowledge: Leveraging Generative LLMs for Domain-Specific Semantic Textual Similarity Joseph Gatto Omar Sharif Parker Seegmiller Philip Bohlman S. Preum 33 8 0 12 Sep 2023
Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection Sophia Althammer Guido Zuccon Sebastian Hofstatter Suzan Verberne Allan Hanbury 90 5 0 12 Sep 2023
CSPRD: A Financial Policy Retrieval Dataset for Chinese Stock Market Jinyuan Wang Hai Zhao Zhong Wang Zeyang Zhu Jinhao Xie Yong Yu Yongjian Fei Yue Huang Dawei Cheng 33 0 0 08 Sep 2023
Improving Query-Focused Meeting Summarization with Query-Relevant Knowledge Tiezheng Yu Ziwei Ji Pascale Fung RALM 88 1 0 05 Sep 2023
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering Yubo Wang Xueguang Ma Wenhu Chen LM&MA AI4MH 150 11 0 05 Sep 2023
FederatedScope-LLM: A Comprehensive Package for Fine-tuning Large Language Models in Federated Learning Weirui Kuang Bingchen Qian Zitao Li Daoyuan Chen Dawei Gao Xuchen Pan Yuexiang Xie Yaliang Li Bolin Ding Jingren Zhou FedML 124 136 0 01 Sep 2023
Context Aware Query Rewriting for Text Rankers using LLM Abhijit Anand Venktesh V Vinay Setty Avishek Anand 75 17 0 31 Aug 2023
Improving Neural Ranking Models with Traditional IR Methods Anik Saha Oktie Hassanzadeh Alex Gittens Jian Ni Kavitha Srinivas B. Yener 41 1 0 29 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 74 1 0 24 Aug 2023