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 / 205 papers shown

Title
PDFTriage: Question Answering over Long, Structured Documents Jon Saad-Falcon Joe Barrow Alexa F. Siu A. Nenkova David Seunghyun Yoon Ryan A. Rossi Franck Dernoncourt RALM 24 19 0 16 Sep 2023
Headless Language Models: Learning without Predicting with Contrastive Weight Tying Nathan Godey Eric Villemonte de la Clergerie Benoît Sagot 36 3 0 15 Sep 2023
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 50 49 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 31 499 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 34 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 40 132 0 20 Jul 2023
Focused Transformer: Contrastive Training for Context Scaling Szymon Tworkowski Konrad Staniszewski Mikolaj Pacek Yuhuai Wu Henryk Michalewski Piotr Milo's 29 136 0 06 Jul 2023
SciMRC: Multi-perspective Scientific Machine Reading Comprehension Xiao Zhang Heqi Zheng Yuxiang Nie Heyan Huang Xian-Ling Mao 47 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 16 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 21 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 33 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 41 126 0 23 May 2023
DLUE: Benchmarking Document Language Understanding Ruoxi Xu Hongyu Lin Xinyan Guan Xianpei Han Yingfei Sun Le Sun ELM 27 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 33 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 37 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 21 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 154 5 0 03 May 2023
Unlimiformer: Long-Range Transformers with Unlimited Length Input Amanda Bertsch Uri Alon Graham Neubig Matthew R. Gormley RALM 102 122 0 02 May 2023
In ChatGPT We Trust? Measuring and Characterizing the Reliability of ChatGPT Xinyue Shen Zhenpeng Chen Michael Backes Yang Zhang 27 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 32 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 36 63 0 17 Mar 2023
Complex QA and language models hybrid architectures, Survey Xavier Daull P. Bellot Emmanuel Bruno Vincent Martin Elisabeth Murisasco ELM 28 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 40 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 29 31 0 19 Dec 2022
MORTY: Structured Summarization for Targeted Information Extraction from Scholarly Articles M. Y. Jaradeh M. Stocker Sören Auer 38 1 0 11 Dec 2022
Data-Efficient Finetuning Using Cross-Task Nearest Neighbors Hamish Ivison Noah A. Smith Hannaneh Hajishirzi Pradeep Dasigi 33 19 0 01 Dec 2022
CREPE: Open-Domain Question Answering with False Presuppositions Xinyan Velocity Yu Sewon Min Luke Zettlemoyer Hannaneh Hajishirzi 19 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 46 730 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 32 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 191 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 27 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 59 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 34 144 0 05 Aug 2022
Efficient Long-Text Understanding with Short-Text Models Maor Ivgi Uri Shaham Jonathan Berant VLM 27 75 0 01 Aug 2022
Embedding Recycling for Language Models Jon Saad-Falcon Amanpreet Singh Luca Soldaini Mike DÁrcy Arman Cohan Doug Downey KELM 21 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 46 27 0 08 Jul 2022
Modern Question Answering Datasets and Benchmarks: A Survey Zhen Wang 39 23 0 30 Jun 2022
A Disability Lens towards Biases in GPT-3 Generated Open-Ended Languages Akhter Al Amin Kazi Sinthia Kabir 27 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 20 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 57 296 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 13 33 0 22 Apr 2022
Characterizing the Efficiency vs. Accuracy Trade-off for Long-Context NLP Models Phyllis Ang Bhuwan Dhingra Lisa Wu Wills 30 6 0 15 Apr 2022
UnifiedQA-v2: Stronger Generalization via Broader Cross-Format Training Daniel Khashabi Yeganeh Kordi Hannaneh Hajishirzi 19 66 0 23 Feb 2022
The NLP Task Effectiveness of Long-Range Transformers Guanghui Qin Yukun Feng Benjamin Van Durme 12 28 0 16 Feb 2022
ArgSciChat: A Dataset for Argumentative Dialogues on Scientific Papers Federico Ruggeri Mohsen Mesgar Iryna Gurevych 21 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 37 133 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 67 33 0 13 Oct 2021
Contextual Sentence Classification: Detecting Sustainability Initiatives in Company Reports Dan Hirlea Christopher Bryant Maurizio Zollo Marek Rei 19 1 0 07 Oct 2021