A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers

7 May 2021

Kyle Lo

Arman Cohan

Papers citing "A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers"

50 / 203 papers shown

Title
PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead Tao Tan Yining Qian Ang Lv Hongzhan Lin Songhao Wu Yongbo Wang Feng Wang Jingtong Wu Xin Lu Rui Yan 22 1 0 29 Sep 2024
Enhancing Post-Hoc Attributions in Long Document Comprehension via Coarse Grained Answer Decomposition Pritika Ramu Koustava Goswami Apoorv Saxena Balaji Vasan Srinivavsan 33 1 0 25 Sep 2024
GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation B. Rappazzo Yingheng Wang Aaron Ferber Carla P. Gomes VLM 18 0 0 23 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 32 33 0 23 Sep 2024
Can LLMs replace Neil deGrasse Tyson? Evaluating the Reliability of LLMs as Science Communicators Prasoon Bajpai Niladri Chatterjee Subhabrata Dutta Tanmoy Chakraborty ELM 18 0 0 21 Sep 2024
CritiPrefill: A Segment-wise Criticality-based Approach for Prefilling Acceleration in LLMs Junlin Lv Yuan Feng Xike Xie Xin Jia Qirong Peng Guiming Xie 21 3 0 19 Sep 2024
Gated Slot Attention for Efficient Linear-Time Sequence Modeling Yu Zhang Songlin Yang Ruijie Zhu Yue Zhang Leyang Cui ... Freda Shi Bailin Wang Wei Bi P. Zhou Guohong Fu 60 16 0 11 Sep 2024
A Dataset for Evaluating LLM-based Evaluation Functions for Research Question Extraction Task Yuya Fujisaki Shiro Takagi Hideki Asoh Wataru Kumagai 18 0 0 10 Sep 2024
Retrieval Or Holistic Understanding? Dolce: Differentiate Our Long Context Evaluation Tasks Zi Yang 28 0 0 10 Sep 2024
LongGenBench: Benchmarking Long-Form Generation in Long Context LLMs Yuhao Wu Ming Shan Hee Zhiqing Hu Roy Ka-Wei Lee RALM 33 0 0 03 Sep 2024
Into the Unknown Unknowns: Engaged Human Learning through Participation in Language Model Agent Conversations Yucheng Jiang Yijia Shao Dekun Ma Sina J. Semnani Monica S. Lam LLMAG 32 14 0 27 Aug 2024
Evidence-Enhanced Triplet Generation Framework for Hallucination Alleviation in Generative Question Answering Haowei Du Huishuai Zhang Dongyan Zhao HILM 27 0 0 27 Aug 2024
Characterizing and Evaluating the Reliability of LLMs against Jailbreak Attacks Kexin Chen Yi Liu Dongxia Wang Jiaying Chen Wenhai Wang 44 1 0 18 Aug 2024
Long Input Benchmark for Russian Analysis I. Churin Murat Apishev Maria Tikhonova Denis Shevelev Aydar Bulatov Yuri Kuratov Sergej Averkiev Alena Fenogenova 38 0 0 05 Aug 2024
Palu: Compressing KV-Cache with Low-Rank Projection Chi-Chih Chang Wei-Cheng Lin Chien-Yu Lin Chong-Yan Chen Yu-Fang Hu Pei-Shuo Wang N. Huang Luis Ceze Kai-Chiang Wu 51 0 0 30 Jul 2024
Know Your Limits: A Survey of Abstention in Large Language Models Bingbing Wen Jihan Yao Shangbin Feng Chenjun Xu Yulia Tsvetkov Bill Howe Lucy Lu Wang 51 11 0 25 Jul 2024
Retrieval Augmented Generation or Long-Context LLMs? A Comprehensive Study and Hybrid Approach Zhuowan Li Cheng-rong Li Mingyang Zhang Qiaozhu Mei Michael Bendersky 3DV RALM 60 34 0 23 Jul 2024
Enhancing LLM's Cognition via Structurization Kai-Chun Liu Zhihang Fu Chao Chen Wei Zhang Rongxin Jiang Fan Zhou Yao-Shen Chen Yue-bo Wu Jieping Ye 45 1 0 23 Jul 2024
Structure-aware Domain Knowledge Injection for Large Language Models Kai-Chun Liu Ze Chen Zhihang Fu Rongxin Jiang Fan Zhou Yao-Shen Chen Yue-bo Wu Yue Wu Jieping Ye 47 1 0 23 Jul 2024
Retrieval-Enhanced Machine Learning: Synthesis and Opportunities To Eun Kim Alireza Salemi Andrew Drozdov Fernando Diaz Hamed Zamani 48 7 0 17 Jul 2024
Large Language Models as Misleading Assistants in Conversation Betty Li Hou Kejian Shi Jason Phang James Aung Steven Adler Rosie Campbell 32 3 0 16 Jul 2024
DOCBENCH: A Benchmark for Evaluating LLM-based Document Reading Systems Anni Zou Wenhao Yu Hongming Zhang Kaixin Ma Deng Cai Zhuosheng Zhang Hai Zhao Dong Yu 41 6 0 15 Jul 2024
SPIQA: A Dataset for Multimodal Question Answering on Scientific Papers Shraman Pramanick Rama Chellappa Subhashini Venugopalan 43 13 0 12 Jul 2024
Characterizing Prompt Compression Methods for Long Context Inference Siddharth Jha Lutfi Eren Erdogan Sehoon Kim Kurt Keutzer A. Gholami 26 5 0 11 Jul 2024
HDT: Hierarchical Document Transformer Haoyu He Markus Flicke Jan Buchmann Iryna Gurevych Andreas Geiger 35 0 0 11 Jul 2024
On Speeding Up Language Model Evaluation Jin Peng Zhou Christian K. Belardi Ruihan Wu Travis Zhang Carla P. Gomes Wen Sun Kilian Q. Weinberger 53 1 0 08 Jul 2024
GPT vs RETRO: Exploring the Intersection of Retrieval and Parameter-Efficient Fine-Tuning Aleksander Ficek Jiaqi Zeng Oleksii Kuchaiev 30 0 0 05 Jul 2024
Neurocache: Efficient Vector Retrieval for Long-range Language Modeling Ali Safaya Deniz Yuret 26 1 0 02 Jul 2024
Is It Really Long Context if All You Need Is Retrieval? Towards Genuinely Difficult Long Context NLP Omer Goldman Alon Jacovi Aviv Slobodkin Aviya Maimon Ido Dagan Reut Tsarfaty 60 10 0 29 Jun 2024
AI-native Memory: A Pathway from LLMs Towards AGI Jingbo Shang Zai Zheng Jiale Wei Xiang Ying Felix Tao Mindverse Team LLMAG 41 7 0 26 Jun 2024
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Ziyan Jiang Xueguang Ma Wenhu Chen RALM 48 47 0 21 Jun 2024
UDA: A Benchmark Suite for Retrieval Augmented Generation in Real-world Document Analysis Yulong Hui Yao Lu Huanchen Zhang RALM 41 9 0 21 Jun 2024
MoA: Mixture of Sparse Attention for Automatic Large Language Model Compression Tianyu Fu Haofeng Huang Xuefei Ning Genghan Zhang Boju Chen ... Shiyao Li Shengen Yan Guohao Dai Huazhong Yang Yu Wang MQ 44 17 0 21 Jun 2024
Instruction Pre-Training: Language Models are Supervised Multitask Learners Daixuan Cheng Yuxian Gu Shaohan Huang Junyu Bi Minlie Huang Furu Wei SyDa 57 20 0 20 Jun 2024
CItruS: Chunked Instruction-aware State Eviction for Long Sequence Modeling Yu Bai Xiyuan Zou Heyan Huang Sanxing Chen Marc-Antoine Rondeau Yang Gao Jackie Chi Kit Cheung 34 3 0 17 Jun 2024
Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference Jiaming Tang Yilong Zhao Kan Zhu Guangxuan Xiao Baris Kasikci Song Han 30 75 0 16 Jun 2024
SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading Tu Anh Dinh Carlos Mullov Leonard Barmann Zhaolin Li Danni Liu ... Michael Beigl Rainer Stiefelhagen Carsten Dachsbacher Klemens Bohm Jan Niehues ELM 37 8 0 14 Jun 2024
An Empirical Study of Mamba-based Language Models R. Waleffe Wonmin Byeon Duncan Riach Brandon Norick V. Korthikanti ... Vartika Singh Jared Casper Jan Kautz M. Shoeybi Bryan Catanzaro 59 64 0 12 Jun 2024
Post-Hoc Answer Attribution for Grounded and Trustworthy Long Document Comprehension: Task, Insights, and Challenges Abhilasha Sancheti Koustava Goswami Balaji Vasan Srinivasan RALM 30 1 0 11 Jun 2024
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks Yusen Zhang Ruoxi Sun Yanfei Chen Tomas Pfister Rui Zhang Sercan Ö. Arik RALM AI4CE LLMAG 46 28 0 04 Jun 2024
PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling Zefan Cai Yichi Zhang Bofei Gao Yuliang Liu Y. Li ... Wayne Xiong Yue Dong Baobao Chang Junjie Hu Wen Xiao 55 83 0 04 Jun 2024
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings Robert Wolfe Isaac Slaughter Bin Han Bingbing Wen Yiwei Yang ... Bernease Herman E. Brown Zening Qu Nicholas Weber Bill Howe 33 4 0 27 May 2024
Compressing Lengthy Context With UltraGist Peitian Zhang Zheng Liu Shitao Xiao Ninglu Shao Qiwei Ye Zhicheng Dou 27 4 0 26 May 2024
Are Long-LLMs A Necessity For Long-Context Tasks? Hongjin Qian Zheng Liu Peitian Zhang Kelong Mao Yujia Zhou Xu Chen Zhicheng Dou 32 9 0 24 May 2024
Disperse-Then-Merge: Pushing the Limits of Instruction Tuning via Alignment Tax Reduction Tingchen Fu Deng Cai Lemao Liu Shuming Shi Rui Yan MoMe 50 13 0 22 May 2024
SciQAG: A Framework for Auto-Generated Science Question Answering Dataset with Fine-grained Evaluation Yuwei Wan Yixuan Liu Aswathy Ajith Clara Grazian B. Hoex Wenjie Zhang Chunyu Kit Tong Xie Ian Foster 21 7 0 16 May 2024
Linearizing Large Language Models Jean-Pierre Mercat Igor Vasiljevic Sedrick Scott Keh Kushal Arora Achal Dave Adrien Gaidon Thomas Kollar 38 19 0 10 May 2024
Make Your LLM Fully Utilize the Context Shengnan An Zexiong Ma Zeqi Lin Nanning Zheng Jian-Guang Lou SyDa 46 54 0 25 Apr 2024
CORM: Cache Optimization with Recent Message for Large Language Model Inference Jincheng Dai Zhuowei Huang Haiyun Jiang Chen Chen Deng Cai Wei Bi Shuming Shi 22 3 0 24 Apr 2024
SnapKV: LLM Knows What You are Looking for Before Generation Yuhong Li Yingbing Huang Bowen Yang Bharat Venkitesh Acyr F. Locatelli Hanchen Ye Tianle Cai Patrick Lewis Deming Chen VLM 75 148 0 22 Apr 2024