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
LM-Infinite: Zero-Shot Extreme Length Generalization for Large Language Models Chi Han Qifan Wang Hao Peng Wenhan Xiong Yu Chen Heng Ji Sinong Wang 42 47 0 30 Aug 2023
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding Yushi Bai Xin Lv Jiajie Zhang Hong Lyu Jiankai Tang ... Aohan Zeng Lei Hou Yuxiao Dong Jie Tang Juanzi Li LLMAG RALM 26 492 0 28 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 25 2 0 02 Aug 2023
L-Eval: Instituting Standardized Evaluation for Long Context Language Models Chen An Shansan Gong Ming Zhong Xingjian Zhao Mukai Li Jun Zhang Lingpeng Kong Xipeng Qiu ELM ALM 35 133 0 20 Jul 2023
Focused Transformer: Contrastive Training for Context Scaling Szymon Tworkowski Konrad Staniszewski Mikolaj Pacek Yuhuai Wu Henryk Michalewski Piotr Milo's 21 135 0 06 Jul 2023
SciMRC: Multi-perspective Scientific Machine Reading Comprehension Xiao Zhang Heqi Zheng Yuxiang Nie Heyan Huang Xian-Ling Mao 36 1 0 25 Jun 2023
ARIES: A Corpus of Scientific Paper Edits Made in Response to Peer Reviews Mike DÁrcy Alexis Ross Erin Bransom Bailey Kuehl Jonathan Bragg Tom Hope Doug Downey KELM 24 21 0 21 Jun 2023
Long Text Generation Challenge N. Mikhaylovskiy ALM 14 0 0 04 Jun 2023
A Question Answering Framework for Decontextualizing User-facing Snippets from Scientific Documents Benjamin Newman Luca Soldaini Raymond Fok Arman Cohan Kyle Lo RALM 11 16 0 24 May 2023
PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents Simeng Sun Y. Liu Shuohang Wang Chenguang Zhu Mohit Iyyer RALM LRM ReLM 25 51 0 23 May 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding Uri Shaham Maor Ivgi Avia Efrat Jonathan Berant Omer Levy VLM 30 126 0 23 May 2023
DLUE: Benchmarking Document Language Understanding Ruoxi Xu Hongyu Lin Xinyan Guan Xianpei Han Yingfei Sun Le Sun ELM 16 0 0 16 May 2023
MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling Yurun Song Santiago Miret Bang Liu 25 29 0 14 May 2023
Beyond Good Intentions: Reporting the Research Landscape of NLP for Social Good Fernando Gonzalez Zhijing Jin Bernhard Schölkopf Tom Hope Mrinmaya Sachan Rada Mihalcea 34 5 0 09 May 2023
Vcc: Scaling Transformers to 128K Tokens or More by Prioritizing Important Tokens Zhanpeng Zeng Cole Hawkins Min-Fong Hong Aston Zhang Nikolaos Pappas Vikas Singh Shuai Zheng 19 6 0 07 May 2023
AttenWalker: Unsupervised Long-Document Question Answering via Attention-based Graph Walking Yuxiang Nie Heyan Huang Wei Wei Xian-Ling Mao RALM 90 4 0 03 May 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input Amanda Bertsch Uri Alon Graham Neubig Matthew R. Gormley RALM 94 122 0 02 May 2023
In ChatGPT We Trust? Measuring and Characterizing the Reliability of ChatGPT Xinyue Shen Z. Chen Michael Backes Yang Zhang 19 55 0 18 Apr 2023
The Semantic Reader Project: Augmenting Scholarly Documents through AI-Powered Interactive Reading Interfaces Kyle Lo Joseph Chee Chang Andrew Head Jonathan Bragg Amy X. Zhang ... Caroline M Wu Jiangjiang Yang Angele Zamarron Marti A. Hearst Daniel S. Weld 19 19 0 25 Mar 2023
CoLT5: Faster Long-Range Transformers with Conditional Computation Joshua Ainslie Tao Lei Michiel de Jong Santiago Ontañón Siddhartha Brahma ... Mandy Guo James Lee-Thorp Yi Tay Yun-hsuan Sung Sumit Sanghai LLMAG 31 63 0 17 Mar 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 26 15 0 17 Feb 2023
Iterated Decomposition: Improving Science Q&A by Supervising Reasoning Processes Justin Reppert Ben Rachbach Charlie George Luke Stebbing Ju-Seung Byun Maggie Appleton Andreas Stuhlmuller ReLM LRM 31 17 0 04 Jan 2023
Visconde: Multi-document QA with GPT-3 and Neural Reranking Jayr Alencar Pereira R. Fidalgo R. Lotufo Rodrigo Nogueira BDL RALM 21 31 0 19 Dec 2022
MORTY: Structured Summarization for Targeted Information Extraction from Scholarly Articles M. Y. Jaradeh M. Stocker Sören Auer 17 1 0 11 Dec 2022
Data-Efficient Finetuning Using Cross-Task Nearest Neighbors Hamish Ivison Noah A. Smith Hannaneh Hajishirzi Pradeep Dasigi 31 19 0 01 Dec 2022
CREPE: Open-Domain Question Answering with False Presuppositions Xinyan Velocity Yu Sewon Min Luke Zettlemoyer Hannaneh Hajishirzi 14 45 0 30 Nov 2022
Galactica: A Large Language Model for Science Ross Taylor Marcin Kardas Guillem Cucurull Thomas Scialom Anthony Hartshorn Elvis Saravia Andrew Poulton Viktor Kerkez Robert Stojnic ELM ReLM 32 725 0 16 Nov 2022
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking Tim Baumgärtner Leonardo F. R. Ribeiro Nils Reimers Iryna Gurevych 27 6 0 19 Oct 2022
Honest Students from Untrusted Teachers: Learning an Interpretable Question-Answering Pipeline from a Pretrained Language Model Jacob Eisenstein D. Andor Bernd Bohnet Michael Collins David M. Mimno LRM 187 24 0 05 Oct 2022
Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering T. McDonald Brian Tsan Amar Saini Juanita Ordoñez Luis Gutierrez Phan-Anh-Huy Nguyen Blake Mason Brenda Ng RALM 14 3 0 04 Oct 2022
Adapting Pretrained Text-to-Text Models for Long Text Sequences Wenhan Xiong Anchit Gupta Shubham Toshniwal Yashar Mehdad Wen-tau Yih RALM VLM 49 30 0 21 Sep 2022
Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models Margaret Li Suchin Gururangan Tim Dettmers M. Lewis Tim Althoff Noah A. Smith Luke Zettlemoyer MoMe 26 142 0 05 Aug 2022
Efficient Long-Text Understanding with Short-Text Models Maor Ivgi Uri Shaham Jonathan Berant VLM 22 75 0 01 Aug 2022
Embedding Recycling for Language Models Jon Saad-Falcon Amanpreet Singh Luca Soldaini Mike DÁrcy Arman Cohan Doug Downey KELM 13 4 0 11 Jul 2022
The Harvard USPTO Patent Dataset: A Large-Scale, Well-Structured, and Multi-Purpose Corpus of Patent Applications Mirac Suzgun Luke Melas-Kyriazi Suproteem K. Sarkar S. Kominers Stuart M. Shieber 36 24 0 08 Jul 2022
Modern Question Answering Datasets and Benchmarks: A Survey Zhen Wang 33 22 0 30 Jun 2022
A Disability Lens towards Biases in GPT-3 Generated Open-Ended Languages Akhter Al Amin Kazi Sinthia Kabir 6 5 0 23 Jun 2022
DTW at Qurán QA 2022: Utilising Transfer Learning with Transformers for Question Answering in a Low-resource Domain Damith Premasiri Tharindu Ranasinghe Wajdi Zaghouani R. Mitkov 6 12 0 12 May 2022
UL2: Unifying Language Learning Paradigms Yi Tay Mostafa Dehghani Vinh Q. Tran Xavier Garcia Jason W. Wei ... Tal Schuster H. Zheng Denny Zhou N. Houlsby Donald Metzler AI4CE 57 293 0 10 May 2022
Revise and Resubmit: An Intertextual Model of Text-based Collaboration in Peer Review Ilia Kuznetsov Jan Buchmann Max Eichler Iryna Gurevych KELM 11 33 0 22 Apr 2022
Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models Phyllis Ang Bhuwan Dhingra Lisa Wu Wills 25 6 0 15 Apr 2022
UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training Daniel Khashabi Yeganeh Kordi Hannaneh Hajishirzi 9 65 0 23 Feb 2022
The NLP Task Effectiveness of Long-Range Transformers Guanghui Qin Yukun Feng Benjamin Van Durme 10 27 0 16 Feb 2022
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific Papers Federico Ruggeri Mohsen Mesgar Iryna Gurevych 12 1 0 14 Feb 2022
SCROLLS: Standardized CompaRison Over Long Language Sequences Uri Shaham Elad Segal Maor Ivgi Avia Efrat Ori Yoran ... Ankit Gupta Wenhan Xiong Mor Geva Jonathan Berant Omer Levy RALM 23 133 0 10 Jan 2022
Long Context Question Answering via Supervised Contrastive Learning Avi Caciularu Ido Dagan Jacob Goldberger Arman Cohan RALM 19 23 0 16 Dec 2021
ConditionalQA: A Complex Reading Comprehension Dataset with Conditional Answers Haitian Sun William W. Cohen Ruslan Salakhutdinov 59 33 0 13 Oct 2021
Contextual Sentence Classification: Detecting Sustainability Initiatives in Company Reports Dan Hirlea Christopher Bryant Maurizio Zollo Marek Rei 11 1 0 07 Oct 2021
DEMix Layers: Disentangling Domains for Modular Language Modeling Suchin Gururangan Michael Lewis Ari Holtzman Noah A. Smith Luke Zettlemoyer KELM MoE 6 127 0 11 Aug 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 27 163 0 27 Jul 2021