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
Sparse Attention Remapping with Clustering for Efficient LLM Decoding on PIM Zehao Fan Garrett Gagnon Zhenyu Liu Liu Liu 29 0 0 09 May 2025
Scalable LLM Math Reasoning Acceleration with Low-rank Distillation Harry Dong Bilge Acun Beidi Chen Yuejie Chi LRM 29 0 0 08 May 2025
Can LLMs Generate Tabular Summaries of Science Papers? Rethinking the Evaluation Protocol Weiqi Wang Jiefu Ou Y. Song Benjamin Van Durme Daniel Khashabi LMTD 38 0 0 14 Apr 2025
Survey on Evaluation of LLM-based Agents Asaf Yehudai Lilach Eden Alan Li Guy Uziel Yilun Zhao Roy Bar-Haim Arman Cohan Michal Shmueli-Scheuer LLMAG ELM Presented at ResearchTrend Connect \| LLMAG on 07 May 2025 93 7 0 20 Mar 2025
GPU-Accelerated Motion Planning of an Underactuated Forestry Crane in Cluttered Environments M. Vu Gerald Ebmer Alexander Watcher Marc-Philip Ecker Giang Nguyen Tobias Glueck 69 2 0 18 Mar 2025
A Survey on the Optimization of Large Language Model-based Agents Shangheng Du Jiabao Zhao Jinxin Shi Zhentao Xie Xin Jiang Yanhong Bai Liang He LLMAG LM&Ro LM&MA 182 0 0 16 Mar 2025
CURIE: Evaluating LLMs On Multitask Scientific Long Context Understanding and Reasoning Hao Cui Zahra Shamsi Gowoon Cheon Xuejian Ma Shutong Li ... Eun-Ah Kim M. Brenner Viren Jain Sameera Ponda Subhashini Venugopalan ELM LRM 52 0 0 14 Mar 2025
Attention Reveals More Than Tokens: Training-Free Long-Context Reasoning with Attention-guided Retrieval Yuwei Zhang Jayanth Srinivasa Gaowen Liu Jingbo Shang LRM LLMAG RALM 87 1 0 12 Mar 2025
LADM: Long-context Training Data Selection with Attention-based Dependency Measurement for LLMs Jianghao Chen Junhong Wu Yangyifan Xu J. Zhang 60 0 0 04 Mar 2025
OkraLong: A Flexible Retrieval-Augmented Framework for Long-Text Query Processing Yulong Hui Y. Liu Yao Lu Huanchen Zhang RALM 125 0 0 04 Mar 2025
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs Abdelrahman Abouelenin Atabak Ashfaq Adam Atkinson Hany Awadalla Nguyen Bach ... Ishmam Zabir Yunan Zhang Li Zhang Y. Zhang Xiren Zhou MoE SyDa 68 23 0 03 Mar 2025
Progressive Sparse Attention: Algorithm and System Co-design for Efficient Attention in LLM Serving Qihui Zhou Peiqi Yin Pengfei Zuo James Cheng CLL 40 1 0 01 Mar 2025
Chain-of-Thought Matters: Improving Long-Context Language Models with Reasoning Path Supervision Dawei Zhu Xiyu Wei Guangxiang Zhao Wenhao Wu Haosheng Zou Junfeng Ran Xun Wang Lin Sun Xiangzheng Zhang Sujian Li LRM 56 0 0 28 Feb 2025
DBudgetKV: Dynamic Budget in KV Cache Compression for Ensuring Optimal Performance Xuanfan Ni Liyan Xu Chenyang Lyu Longyue Wang Mo Yu Lemao Liu Fandong Meng Jie Zhou Piji Li 45 0 0 24 Feb 2025
Minions: Cost-efficient Collaboration Between On-device and Cloud Language Models A. Narayan D. Biderman Sabri Eyuboglu Avner May Scott W. Linderman James Zou Christopher Ré 50 1 0 21 Feb 2025
Neural Attention Search Difan Deng Marius Lindauer 88 0 0 21 Feb 2025
A Cognitive Writing Perspective for Constrained Long-Form Text Generation Kaiyang Wan Honglin Mu Rui Hao Haoran Luo Tianle Gu Xiuying Chen ALM 61 0 0 20 Feb 2025
Tactic: Adaptive Sparse Attention with Clustering and Distribution Fitting for Long-Context LLMs Kan Zhu Tian Tang Qinyu Xu Yile Gu Zhichen Zeng Rohan Kadekodi Liangyu Zhao Ang Li Arvind Krishnamurthy Baris Kasikci 59 2 0 17 Feb 2025
Identify Critical KV Cache in LLM Inference from an Output Perturbation Perspective Yuan Feng Junlin Lv Y. Cao Xike Xie S.Kevin Zhou 71 2 0 06 Feb 2025
Twilight: Adaptive Attention Sparsity with Hierarchical Top- $p$ Pruning C. Lin Jiaming Tang Shuo Yang Hanshuo Wang Tian Tang Boyu Tian Ion Stoica Song Han Mingyu Gao 90 2 0 04 Feb 2025
Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference Yuan Feng Junlin Lv Yukun Cao Xike Xie S. K. Zhou VLM 53 27 0 28 Jan 2025
Learning to Explore and Select for Coverage-Conditioned Retrieval-Augmented Generation Takyoung Kim Kyungjae Lee Y. Jang Ji Yong Cho Gangwoo Kim Minseok Cho Moontae Lee 128 0 0 28 Jan 2025
Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer Inference WeiZhi Fei Xueyan Niu Guoqing Xie Yingqing Liu Bo Bai Wei Han 33 1 0 22 Jan 2025
MPCache: MPC-Friendly KV Cache Eviction for Efficient Private Large Language Model Inference Wenxuan Zeng Ye Dong Jinjin Zhou Junming Ma Jin Tan Runsheng Wang Meng Li 49 0 0 12 Jan 2025
Cognitive Kernel: An Open-source Agent System towards Generalist Autopilots H. Zhang Xiaoman Pan Hongwei Wang Kaixin Ma W. Yu Dong Yu LLMAG 57 3 0 03 Jan 2025
Persona-SQ: A Personalized Suggested Question Generation Framework For Real-world Documents Zihao Lin Z. Wang Yuanting Pan Varun Manjunatha Ryan Rossi Angela Lau Lifu Huang Tong Sun RALM 69 0 0 17 Dec 2024
SCITAT: A Question Answering Benchmark for Scientific Tables and Text Covering Diverse Reasoning Types Xuanliang Zhang Dingzirui Wang Baoxin Wang Longxu Dou Xinyuan Lu Keyan Xu Dayong Wu Qingfu Zhu Wanxiang Che LMTD 168 1 0 16 Dec 2024
VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation Manan Suri Puneet Mathur Franck Dernoncourt Kanika Goswami Ryan Rossi Dinesh Manocha 95 3 0 14 Dec 2024
AMXFP4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit LLM Inference Janghwan Lee Jiwoong Park Jinseok Kim Yongjik Kim Jungju Oh Jinwook Oh Jungwook Choi 39 2 0 15 Nov 2024
Reducing Distraction in Long-Context Language Models by Focused Learning Zijun Wu Bingyuan Liu Ran Yan L. Chen Thomas Delteil RALM 31 2 0 08 Nov 2024
SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers Shruti Singh Nandan Sarkar Arman Cohan 29 0 0 08 Nov 2024
M3SciQA: A Multi-Modal Multi-Document Scientific QA Benchmark for Evaluating Foundation Models Chuhan Li Ziyao Shangguan Yilun Zhao Deyuan Li Y. Liu Arman Cohan 32 0 0 06 Nov 2024
SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding Jian Chen R. Zhang Yufan Zhou Tong Yu Franck Dernoncourt J. Gu Ryan Rossi Changyou Chen Tong Sun 34 0 0 02 Nov 2024
LLM-Inference-Bench: Inference Benchmarking of Large Language Models on AI Accelerators Krishna Teja Chitty-Venkata Siddhisanket Raskar B. Kale Farah Ferdaus Aditya Tanikanti Ken Raffenetti Valerie Taylor M. Emani V. Vishwanath 39 7 0 31 Oct 2024
MDCure: A Scalable Pipeline for Multi-Document Instruction-Following Gabrielle Kaili-May Liu Bowen Shi Avi Caciularu Idan Szpektor Arman Cohan 58 3 0 30 Oct 2024
SciER: An Entity and Relation Extraction Dataset for Datasets, Methods, and Tasks in Scientific Documents Qi Zhang Zhijia Chen Huitong Pan Cornelia Caragea Longin Jan Latecki Eduard Constantin Dragut 16 2 0 28 Oct 2024
FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval Jinlin Wang Suyuchen Wang Ziwen Xia Sirui Hong Yun Zhu Bang Liu Chenglin Wu KELM ReLM HILM RALM LRM 26 0 0 28 Oct 2024
ArxivDIGESTables: Synthesizing Scientific Literature into Tables using Language Models Benjamin Newman Yoonjoo Lee Aakanksha Naik Pao Siangliulue Raymond Fok Juho Kim Daniel S. Weld Joseph Chee Chang Kyle Lo LMTD 25 3 0 25 Oct 2024
LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering Qingfei Zhao Ruobing Wang Yukuo Cen Daren Zha Shicheng Tan Yuxiao Dong Jie Tang RALM 39 9 0 23 Oct 2024
MoDification: Mixture of Depths Made Easy C. Zhang M. Zhong Qimeng Wang Xuantao Lu Zheyu Ye ... Yan Gao Yao Hu Kehai Chen Min Zhang Dawei Song VLM MoE 35 2 0 18 Oct 2024
Open Domain Question Answering with Conflicting Contexts Siyi Liu Qiang Ning Kishaloy Halder Wei Xiao Zheng Qi ... Yi Zhang Neha Anna John Bonan Min Yassine Benajiba Dan Roth LLMAG 63 2 0 16 Oct 2024
MoDEM: Mixture of Domain Expert Models Toby Simonds K. K. Jey Han Lau MoE 26 1 0 09 Oct 2024
SEGMENT+: Long Text Processing with Short-Context Language Models Wei Shi Shuang Li Kerun Yu Jinglei Chen Zujie Liang ... Feng Wei Bo Zheng Jiaqing Liang Jiangjie Chen Yanghua Xiao RALM VLM 57 2 0 09 Oct 2024
GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA Xinyu Wang Yanzheng Xiang Lin Gui Yulan He 21 2 0 07 Oct 2024
Differential Transformer Tianzhu Ye Li Dong Yuqing Xia Yutao Sun Yi Zhu Gao Huang Furu Wei 107 0 0 07 Oct 2024
UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation Zixuan Li Jing Xiong Fanghua Ye Chuanyang Zheng Xun Wu ... Xiaodan Liang Chengming Li Zhenan Sun Lingpeng Kong Ngai Wong RALM UQLM 27 2 0 03 Oct 2024
Recursive Abstractive Processing for Retrieval in Dynamic Datasets Charbel Chucri Rami Azouz Joachim Ott 45 0 0 02 Oct 2024
On The Adaptation of Unlimiformer for Decoder-Only Transformers Kian Ahrabian Alon Benhaim Barun Patra Jay Pujara Saksham Singhal Xia Song 38 0 0 02 Oct 2024
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding Yanming Liu Xinyue Peng Jiannan Cao Shi Bo Yanxin Shen Tianyu Du Sheng Cheng Xun Wang Jianwei Yin Xuhong Zhang 63 9 0 02 Oct 2024
Beyond Prompts: Dynamic Conversational Benchmarking of Large Language Models David Castillo-Bolado Joseph Davidson Finlay Gray Marek Rosa 29 3 0 30 Sep 2024