Title
Explicit Alignment and Many-to-many Entailment Based Reasoning for Conversational Machine Reading Yangyang Luo Shiyu Tian Caixia Yuan Xiaojie Wang 38 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 32 47 0 20 Oct 2023
Contrastive Learning for Inference in Dialogue Etsuko Ishii Yan Xu Bryan Wilie Ziwei Ji Holy Lovenia Willy Chung Pascale Fung 35 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 29 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 26 135 0 16 Oct 2023
Learning to Rank Context for Named Entity Recognition Using a Synthetic Dataset Arthur Amalvy Vincent Labatut Richard Dufour 41 9 0 16 Oct 2023
Estimating Uncertainty in Multimodal Foundation Models using Public Internet Data Shiladitya Dutta Hongbo Wei L. Laan Ahmed Alaa 32 5 0 15 Oct 2023
Enhancing Conversational Search: Large Language Model-Aided Informative Query Rewriting Fanghua Ye Meng Fang Shenghui Li Emine Yilmaz KELM 63 46 0 15 Oct 2023
Unsupervised Domain Adaption for Neural Information Retrieval Carlos Dominguez Jon Ander Campos Eneko Agirre Gorka Azkune 27 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 41 0 0 13 Oct 2023
Low-Resource Clickbait Spoiling for Indonesian via Question Answering Ni Putu Intan Maharani Ayu Purwarianti Alham Fikri Aji 32 2 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 45 18 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 42 15 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 26 24 0 10 Oct 2023
Text Embeddings Reveal (Almost) As Much As Text John X. Morris Volodymyr Kuleshov Vitaly Shmatikov Alexander M. Rush RALM 33 96 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 19 0 0 10 Oct 2023
Self-Knowledge Guided Retrieval Augmentation for Large Language Models Yile Wang Peng Li Maosong Sun Yang Liu RALM KELM 29 42 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 45 11 0 07 Oct 2023
RECOMP: Improving Retrieval-Augmented LMs with Compression and Selective Augmentation Fangyuan Xu Weijia Shi Eunsol Choi RALM 35 147 0 06 Oct 2023
Policy-Gradient Training of Language Models for Ranking Ge Gao Jonathan D. Chang Claire Cardie Kianté Brantley Thorsten Joachims 32 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 44 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 47 133 0 02 Oct 2023
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models Ronak Pradeep Sahel Sharifymoghaddam Jimmy Lin ALM 48 37 0 26 Sep 2023
SQUARE: Automatic Question Answering Evaluation using Multiple Positive and Negative References Matteo Gabburo Siddhant Garg Rik Koncel-Kedziorski Alessandro Moschitti 29 1 0 21 Sep 2023
Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM Bochuan Cao Yu Cao Lu Lin Jinghui Chen AAML 36 136 0 18 Sep 2023
Selecting which Dense Retriever to use for Zero-Shot Search Ekaterina Khramtsova Shengyao Zhuang Mahsa Baktashmotlagh Xi Wang Guido Zuccon 40 6 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 49 19 0 15 Sep 2023
Silver Retriever: Advancing Neural Passage Retrieval for Polish Question Answering Piotr Rybak M. Ogrodniczuk KELM LRM 40 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 36 52 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 24 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 22 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 39 4 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 15 0 0 08 Sep 2023
Improving Query-Focused Meeting Summarization with Query-Relevant Knowledge Tiezheng Yu Ziwei Ji Pascale Fung RALM 16 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 47 9 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 35 115 0 01 Sep 2023
Context Aware Query Rewriting for Text Rankers using LLM Abhijit Anand Venktesh V Vinay Setty Avishek Anand 38 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 19 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 Chenyu You Caiming Xiong Yingbo Zhou RALM 36 1 0 24 Aug 2023
Efficient Benchmarking of Language Models Yotam Perlitz Elron Bandel Ariel Gera Ofir Arviv L. Ein-Dor Eyal Shnarch Noam Slonim Michal Shmueli-Scheuer Leshem Choshen ALM 26 24 0 22 Aug 2023
Large Language Models as Zero-Shot Conversational Recommenders Zhankui He Zhouhang Xie Rahul Jha Harald Steck Dawen Liang Yesu Feng Bodhisattwa Prasad Majumder Nathan Kallus Julian McAuley 31 130 0 19 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
Black-box Adversarial Attacks against Dense Retrieval Models: A Multi-view Contrastive Learning Method Yuansan Liu Ruqing Zhang J. Guo Maarten de Rijke Wei Chen Yixing Fan Xueqi Cheng AAML 29 23 0 19 Aug 2023
Pre-training with Large Language Model-based Document Expansion for Dense Passage Retrieval Guangyuan Ma Xing Wu Peng Wang Zijia Lin Songlin Hu RALM 45 10 0 16 Aug 2023
Large Language Models for Information Retrieval: A Survey Yutao Zhu Huaying Yuan Shuting Wang Jiongnan Liu Wenhan Liu Chenlong Deng Haonan Chen Zhicheng Dou Ji-Rong Wen KELM 57 290 0 14 Aug 2023
Approximating Human-Like Few-shot Learning with GPT-based Compression C.-Y. Huang Yuqing Xie Zhiying Jiang Jimmy J. Lin Ming Li 35 9 0 14 Aug 2023
Bio-SIEVE: Exploring Instruction Tuning Large Language Models for Systematic Review Automation Ambrose Robinson William Thorne Ben Wu A. Pandor M. Essat Mark Stevenson Xingyi Song ALM LM&MA 25 8 0 12 Aug 2023
Self-Supervised Contrastive BERT Fine-tuning for Fusion-based Reviewed-Item Retrieval Mohammad Mahdi Torabi pour Parsa Farinneya Armin Toroghi Anton Korikov Ali Pesaranghader Touqir Sajed Manasa Bharadwaj Borislav Mavrin Scott Sanner 24 10 0 01 Aug 2023
Defense of Adversarial Ranking Attack in Text Retrieval: Benchmark and Baseline via Detection Xuanang Chen Xianpei Han Le Sun Yingfei Sun AAML 40 5 0 31 Jul 2023
Around the GLOBE: Numerical Aggregation Question-Answering on Heterogeneous Genealogical Knowledge Graphs with Deep Neural Networks Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech 24 1 0 30 Jul 2023