Complex QA and language models hybrid architectures, Survey

17 February 2023

Papers citing "Complex QA and language models hybrid architectures, Survey"

50 / 302 papers shown

Title
A Survey on Automated Fact-Checking Zhijiang Guo Michael Schlichtkrull Andreas Vlachos 65 479 0 26 Aug 2021
UNIQORN: Unified Question Answering over RDF Knowledge Graphs and Natural Language Text Soumajit Pramanik Jesujoba Oluwadara Alabi Rishiraj Saha Roy Gerhard Weikum RALM 47 34 0 19 Aug 2021
Complex Knowledge Base Question Answering: A Survey Yunshi Lan Gaole He Jinhao Jiang Jing Jiang Wayne Xin Zhao Ji-Rong Wen 64 85 0 15 Aug 2021
AMMUS : A Survey of Transformer-based Pretrained Models in Natural Language Processing Katikapalli Subramanyam Kalyan A. Rajasekharan S. Sangeetha VLM LM&MA 52 265 0 12 Aug 2021
DeliData: A dataset for deliberation in multi-party problem solving Georgi Karadzhov Tom Stafford Andreas Vlachos 54 17 0 11 Aug 2021
DEMix Layers: Disentangling Domains for Modular Language Modeling Suchin Gururangan Michael Lewis Ari Holtzman Noah A. Smith Luke Zettlemoyer KELM MoE 71 132 0 11 Aug 2021
Privacy-Preserving Machine Learning: Methods, Challenges and Directions Runhua Xu Nathalie Baracaldo J. Joshi 49 102 0 10 Aug 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 53 163 0 27 Jul 2021
Beyond Goldfish Memory: Long-Term Open-Domain Conversation Jing Xu Arthur Szlam Jason Weston RALM 33 250 0 15 Jul 2021
Evaluating Large Language Models Trained on Code Mark Chen Jerry Tworek Heewoo Jun Qiming Yuan Henrique Pondé ... Bob McGrew Dario Amodei Sam McCandlish Ilya Sutskever Wojciech Zaremba ELM ALM 148 5,328 0 07 Jul 2021
BARTScore: Evaluating Generated Text as Text Generation Weizhe Yuan Graham Neubig Pengfei Liu 79 829 0 22 Jun 2021
LoRA: Low-Rank Adaptation of Large Language Models J. E. Hu Yelong Shen Phillip Wallis Zeyuan Allen-Zhu Yuanzhi Li Shean Wang Lu Wang Weizhu Chen OffRL AI4TS AI4CE ALM AIMat 230 10,099 0 17 Jun 2021
Prompting Contrastive Explanations for Commonsense Reasoning Tasks Bhargavi Paranjape Julian Michael Marjan Ghazvininejad Luke Zettlemoyer Hannaneh Hajishirzi ReLM LRM 39 68 0 12 Jun 2021
TIMEDIAL: Temporal Commonsense Reasoning in Dialog Lianhui Qin Aditya Gupta Shyam Upadhyay Luheng He Yejin Choi Manaal Faruqui LRM 34 68 0 08 Jun 2021
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation Ruidan He Linlin Liu Hai Ye Qingyu Tan Bosheng Ding Liying Cheng Jia-Wei Low Lidong Bing Luo Si 36 199 0 06 Jun 2021
One Teacher is Enough? Pre-trained Language Model Distillation from Multiple Teachers Chuhan Wu Fangzhao Wu Yongfeng Huang 39 64 0 02 Jun 2021
Knowledge Inheritance for Pre-trained Language Models Yujia Qin Yankai Lin Jing Yi Jiajie Zhang Xu Han ... Yusheng Su Zhiyuan Liu Peng Li Maosong Sun Jie Zhou VLM 47 50 0 28 May 2021
Cross-Lingual Abstractive Summarization with Limited Parallel Resources Yu Bai Yang Gao Heyan Huang 67 52 0 28 May 2021
A Dataset of Information-Seeking Questions and Answers Anchored in Research Papers Pradeep Dasigi Kyle Lo Iz Beltagy Arman Cohan Noah A. Smith Matt Gardner RALM 76 295 0 07 May 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 158 3,336 0 18 Apr 2021
Cross-Task Generalization via Natural Language Crowdsourcing Instructions Swaroop Mishra Daniel Khashabi Chitta Baral Hannaneh Hajishirzi LRM 103 732 0 18 Apr 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 453 3,952 0 18 Apr 2021
BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models Nandan Thakur Nils Reimers Andreas Rucklé Abhishek Srivastava Iryna Gurevych VLM 348 1,013 0 17 Apr 2021
ESTER: A Machine Reading Comprehension Dataset for Event Semantic Relation Reasoning Rujun Han I-Hung Hsu Jiao Sun J. Baylón Qiang Ning Dan Roth Nanyun Peng 40 45 0 16 Apr 2021
Natural Language Understanding with Privacy-Preserving BERT Chen Qu Weize Kong Liu Yang Mingyang Zhang Michael Bendersky Marc Najork 51 72 0 15 Apr 2021
MultiModalQA: Complex Question Answering over Text, Tables and Images Alon Talmor Ori Yoran Amnon Catav Dan Lahav Yizhong Wang Akari Asai Gabriel Ilharco Hannaneh Hajishirzi Jonathan Berant LMTD 50 153 0 13 Apr 2021
SpartQA: : A Textual Question Answering Benchmark for Spatial Reasoning Roshanak Mirzaee Hossein Rajaby Faghihi Qiang Ning Parisa Kordjmashidi 36 79 0 12 Apr 2021
QuestEval: Summarization Asks for Fact-based Evaluation Thomas Scialom Paul-Alexis Dray Patrick Gallinari Sylvain Lamprier Benjamin Piwowarski Jacopo Staiano Alex Jinpeng Wang HILM 41 273 0 23 Mar 2021
Putting Humans in the Natural Language Processing Loop: A Survey Zijie J. Wang Dongjin Choi Shenyu Xu Diyi Yang LM&MA 63 73 0 06 Mar 2021
Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing Sarah Wiegreffe Ana Marasović XAI 43 141 0 24 Feb 2021
MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers Krishna Pillutla Swabha Swayamdipta Rowan Zellers John Thickstun Sean Welleck Yejin Choi Zaïd Harchaoui 84 347 0 02 Feb 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 324 1,343 0 17 Jan 2021
Directed Diversity: Leveraging Language Embedding Distances for Collective Creativity in Crowd Ideation Samuel Rhys Cox Yunlong Wang Ashraf Abdul Christian von der Weth Brian Y. Lim 21 35 0 15 Jan 2021
Switch Transformers: Scaling to Trillion Parameter Models with Simple and Efficient Sparsity W. Fedus Barret Zoph Noam M. Shazeer MoE 57 2,136 0 11 Jan 2021
LOREN: Logic-Regularized Reasoning for Interpretable Fact Verification Jiangjie Chen Qiaoben Bao Changzhi Sun Xinbo Zhang Jiaze Chen Hao Zhou Yanghua Xiao Lei Li LRM 76 31 0 25 Dec 2020
Interactive Question Clarification in Dialogue via Reinforcement Learning Xiang Hu Zujie Wen Yafang Wang Xiaolong Li Gerard de Melo 42 6 0 17 Dec 2020
Detecting Hallucinated Content in Conditional Neural Sequence Generation Chunting Zhou Graham Neubig Jiatao Gu Mona T. Diab P. Guzmán Luke Zettlemoyer Marjan Ghazvininejad HILM 76 199 0 05 Nov 2020
Pretrained Transformers for Text Ranking: BERT and Beyond Jimmy J. Lin Rodrigo Nogueira Andrew Yates VLM 323 616 0 13 Oct 2020
TextHide: Tackling Data Privacy in Language Understanding Tasks Yangsibo Huang Zhao Song Danqi Chen Keqin Li Sanjeev Arora FedML 21 56 0 12 Oct 2020
Multi-hop Inference for Question-driven Summarization Yang Deng Wenxuan Zhang Wai Lam 18 22 0 08 Oct 2020
What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams Di Jin Eileen Pan Nassim Oufattole W. Weng Hanyi Fang Peter Szolovits FaML ELM LM&MA 78 749 0 28 Sep 2020
Measuring Massive Multitask Language Understanding Dan Hendrycks Collin Burns Steven Basart Andy Zou Mantas Mazeika D. Song Jacob Steinhardt ELM RALM 135 4,222 0 07 Sep 2020
Text Modular Networks: Learning to Decompose Tasks in the Language of Existing Models Tushar Khot Daniel Khashabi Kyle Richardson Peter Clark Ashish Sabharwal ReLM 29 87 0 01 Sep 2020
Inverse Reinforcement Learning with Natural Language Goals Li Zhou Kevin Small 43 38 0 16 Aug 2020
MKQA: A Linguistically Diverse Benchmark for Multilingual Open Domain Question Answering Shayne Longpre Yi Lu Joachim Daiber ELM HILM 60 154 0 30 Jul 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 480 2,051 0 28 Jul 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 270 6,718 0 13 Jun 2020
Language Models are Few-Shot Learners Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan ... Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever Dario Amodei BDL 498 41,106 0 28 May 2020
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus He He Mona T. Diab HILM 70 390 0 07 May 2020
Birds have four legs?! NumerSense: Probing Numerical Commonsense Knowledge of Pre-trained Language Models Bill Yuchen Lin Seyeon Lee Rahul Khanna Xiang Ren AIMat 41 158 0 02 May 2020