Title
FecTek: Enhancing Term Weight in Lexicon-Based Retrieval with Feature Context and Term-level Knowledge Zunran Wang Zhonghua Li Wei Shen Qi Ye Liqiang Nie 70 1 0 18 Apr 2024
LongEmbed: Extending Embedding Models for Long Context Retrieval Dawei Zhu Liang Wang Nan Yang Yifan Song Wenhao Wu Furu Wei Sujian Li RALM 95 27 0 18 Apr 2024
SuRe: Summarizing Retrievals using Answer Candidates for Open-domain QA of LLMs Jaehyung Kim Jaehyun Nam Sangwoo Mo Jongjin Park Sang-Woo Lee Minjoon Seo Jung-Woo Ha Jinwoo Shin AIFin RALM ELM 121 51 0 17 Apr 2024
EMC $^2$ : Efficient MCMC Negative Sampling for Contrastive Learning with Global Convergence Chung-Yiu Yau Hoi-To Wai Parameswaran Raman Soumajyoti Sarkar Mingyi Hong 89 1 0 16 Apr 2024
CoTAR: Chain-of-Thought Attribution Reasoning with Multi-level Granularity Moshe Berchansky Daniel Fleischer Moshe Wasserblat Peter Izsak LRM 133 6 0 16 Apr 2024
Generalized Contrastive Learning for Multi-Modal Retrieval and Ranking Tianyu Zhu M. Jung Jesse Clark 134 1 0 12 Apr 2024
Onco-Retriever: Generative Classifier for Retrieval of EHR Records in Oncology Shashi Kant Gupta Aditya Basu Bradley Taylor Anai N. Kothari Hrituraj Singh RALM 54 3 0 10 Apr 2024
LLM-Augmented Retrieval: Enhancing Retrieval Models Through Language Models and Doc-Level Embedding Mingrui Wu Sheng Cao KELM RALM 72 3 0 08 Apr 2024
Interpreting Themes from Educational Stories Yigeng Zhang Fabio A. González Thamar Solorio 108 1 0 08 Apr 2024
KazQAD: Kazakh Open-Domain Question Answering Dataset Rustem Yeshpanov Pavel Efimov Leonid Boytsov Ardak Shalkarbayuli Pavel Braslavski RALM 74 5 0 06 Apr 2024
Dwell in the Beginning: How Language Models Embed Long Documents for Dense Retrieval Joao Coelho Bruno Martins João Magalhães Jamie Callan Chenyan Xiong RALM 100 8 0 05 Apr 2024
GenQREnsemble: Zero-Shot LLM Ensemble Prompting for Generative Query Reformulation Kaustubh D. Dhole Eugene Agichtein 70 16 0 04 Apr 2024
AutoWebGLM: Bootstrap And Reinforce A Large Language Model-based Web Navigating Agent Hanyu Lai Xiao Liu Iat Long Iong Shuntian Yao Yuxuan Chen ... Hao Yu Hanchen Zhang Xiaohan Zhang Yuxiao Dong Jie Tang LM&Ro LLMAG 87 68 0 04 Apr 2024
Learning to Plan and Generate Text with Citations Constanza Fierro Reinald Kim Amplayo Fantine Huot Nicola De Cao Joshua Maynez Shashi Narayan Mirella Lapata 82 19 0 04 Apr 2024
NLP4Gov: A Comprehensive Library for Computational Policy Analysis Mahasweta Chakraborti Sailendra Akash Bonagiri Santiago Virgüez-Ruiz Seth Frey AILaw 55 0 0 04 Apr 2024
The Surprising Effectiveness of Rankers Trained on Expanded Queries Abhijit Anand Venktesh V Vinay Setty Avishek Anand RALM 61 0 0 03 Apr 2024
DUQGen: Effective Unsupervised Domain Adaptation of Neural Rankers by Diversifying Synthetic Query Generation Ramraj Chandradevan Kaustubh D. Dhole Eugene Agichtein 52 3 0 03 Apr 2024
Multi-granular Adversarial Attacks against Black-box Neural Ranking Models Yuansan Liu Ruqing Zhang Jiafeng Guo Maarten de Rijke Yixing Fan Xueqi Cheng AAML 120 15 0 02 Apr 2024
Generative Retrieval as Multi-Vector Dense Retrieval Shiguang Wu Wenda Wei Mengqi Zhang Zhumin Chen Jun Ma Zhaochun Ren Maarten de Rijke Pengjie Ren 3DV 79 7 0 31 Mar 2024
Query-driven Relevant Paragraph Extraction from Legal Judgments Santosh T.Y.S.S Elvin Quero Hernandez Matthias Grabmair AILaw 100 2 0 31 Mar 2024
Dialectical Alignment: Resolving the Tension of 3H and Security Threats of LLMs Shu Yang Jiayuan Su Han Jiang Mengdi Li Keyuan Cheng Muhammad Asif Ali Lijie Hu Di Wang 97 6 0 30 Mar 2024
Multi-Conditional Ranking with Large Language Models Pouya Pezeshkpour Estevam R. Hruschka LRM 80 1 0 30 Mar 2024
Shallow Cross-Encoders for Low-Latency Retrieval Aleksandr V. Petrov Sean MacAvaney Craig Macdonald 55 3 0 29 Mar 2024
Scaling Laws For Dense Retrieval Yan Fang Jingtao Zhan Qingyao Ai Jiaxin Mao Weihang Su Jia Chen Yiqun Liu 193 10 0 27 Mar 2024
Improving Content Recommendation: Knowledge Graph-Based Semantic Contrastive Learning for Diversity and Cold-Start Users Yejin Kim Scott Rome Kevin Foley Mayur Nankani Rimon Melamed Javier Morales Abhay Yadav Maria Peifer Sardar Hamidian H. H. Huang 93 0 0 27 Mar 2024
ChroniclingAmericaQA: A Large-scale Question Answering Dataset based on Historical American Newspaper Pages Bhawna Piryani Jamshid Mozafari Adam Jatowt RALM 126 9 0 26 Mar 2024
ArabicaQA: A Comprehensive Dataset for Arabic Question Answering Abdelrahman Abdallah M. Kasem Mahmoud Abdalla Mohamed Mahmoud Mohamed Elkasaby Yasser Elbendary Adam Jatowt RALM 82 16 0 26 Mar 2024
Semantic Ranking for Automated Adversarial Technique Annotation in Security Text Udesh Kumarasinghe Ahmed Lekssays Husrev Taha Sencar Sabri Boughorbel Charitha Elvitigala Preslav Nakov 102 7 0 25 Mar 2024
Coarse-Tuning for Ad-hoc Document Retrieval Using Pre-trained Language Models Atsushi Keyaki Ribeka Keyaki 69 0 0 25 Mar 2024
InstUPR : Instruction-based Unsupervised Passage Reranking with Large Language Models Chao-Wei Huang Yun-Nung Chen LRM 83 0 0 25 Mar 2024
FollowIR: Evaluating and Teaching Information Retrieval Models to Follow Instructions Orion Weller Benjamin Chang Sean MacAvaney Kyle Lo Arman Cohan Benjamin Van Durme Dawn J Lawrie Luca Soldaini 106 39 0 22 Mar 2024
EDT: Improving Large Language Models' Generation by Entropy-based Dynamic Temperature Sampling Shimao Zhang Yu Bao Shujian Huang 71 9 0 21 Mar 2024
Evaluating Unsupervised Dimensionality Reduction Methods for Pretrained Sentence Embeddings Gaifan Zhang Yi Zhou Danushka Bollegala 59 4 0 20 Mar 2024
CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite Yifei Yuan Chen Shi Runze Wang Liyi Chen Renjun Hu Zengming Zhang Feijun Jiang Wai Lam 69 0 0 18 Mar 2024
Measuring Bias in a Ranked List using Term-based Representations Amin Abolghasemi Leif Azzopardi Arian Askari Maarten de Rijke Suzan Verberne 82 7 0 09 Mar 2024
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders Yuwei Zhang Siffi Singh Sailik Sengupta Igor Shalyminov Hang Su Hwanjun Song Saab Mansour 81 2 0 07 Mar 2024
Improving Retrieval in Theme-specific Applications using a Corpus Topical Taxonomy SeongKu Kang Shivam Agarwal Bowen Jin Dongha Lee Hwanjo Yu Jiawei Han 98 12 0 07 Mar 2024
KIWI: A Dataset of Knowledge-Intensive Writing Instructions for Answering Research Questions Fangyuan Xu Kyle Lo Luca Soldaini Bailey Kuehl Eunsol Choi David Wadden 84 9 0 06 Mar 2024
CLongEval: A Chinese Benchmark for Evaluating Long-Context Large Language Models Zexuan Qiu Jingjing Li Shijue Huang Wanjun Zhong Irwin King ELM ALM 101 5 0 06 Mar 2024
Crossing Linguistic Horizons: Finetuning and Comprehensive Evaluation of Vietnamese Large Language Models Sang T. Truong D. Q. Nguyen Toan Nguyen Dong D. Le Nhi N. Truong Tho Quan Oluwasanmi Koyejo 52 2 0 05 Mar 2024
LLM-Oriented Retrieval Tuner Si Sun Hanqing Zhang Zhiyuan Liu Jie Bao Dawei Song RALM 63 0 0 04 Mar 2024
LocalRQA: From Generating Data to Locally Training, Testing, and Deploying Retrieval-Augmented QA Systems Xiao Yu Yunan Lu Zhou Yu RALM 73 7 0 01 Mar 2024
TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning Kate Sanders Nathaniel Weir Benjamin Van Durme LRM 97 11 0 29 Feb 2024
Corpus-Steered Query Expansion with Large Language Models Yibin Lei Yu Cao Dinesh Manocha Tao Shen Andrew Yates 44 3 0 28 Feb 2024
Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for LLM Web Agents Corby Rosset Ho-Lam Chung Guanghui Qin Ethan C. Chau Zhuo Feng Ahmed Hassan Awadallah Jennifer Neville Nikhil Rao 61 14 0 27 Feb 2024
BASES: Large-scale Web Search User Simulation with Large Language Model based Agents Ruiyang Ren Peng Qiu Yingqi Qu Jing Liu Wayne Xin Zhao Huaqin Wu Ji-Rong Wen Haifeng Wang LLMAG 65 14 0 27 Feb 2024
Multi-Task Contrastive Learning for 8192-Token Bilingual Text Embeddings Isabelle Mohr Markus Krimmel Saba Sturua Mohammad Kalim Akram Andreas Koukounas ... Susana Guzman Bo Wang Maximilian Werk Nan Wang Han Xiao 84 16 0 26 Feb 2024
PAQA: Toward ProActive Open-Retrieval Question Answering Pierre Erbacher Jian-Yun Nie P. Preux Laure Soulier RALM 36 2 0 26 Feb 2024
QASE Enhanced PLMs: Improved Control in Text Generation for MRC Lin Ai Zheng Hui Zizhou Liu Julia Hirschberg 58 0 0 26 Feb 2024
Doubly Calibrated Estimator for Recommendation on Data Missing Not At Random Wonbin Kweon Hwanjo Yu 82 17 0 26 Feb 2024