大模型推理能力

Self-Segregating and Coordinated-Segregating Transformer for Focused Deep Multi-Modular Network for Visual Question Answering

Chiranjib Sur

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Beware the evolving 'intelligent' web service! An integration architecture tactic to guard AI-first components

Alex Cummaudo, Scott Barnett, Rajesh Vasa, John Grundy, Mohamed Abdelrazek

专题命中 推理评测 ：planning(abstract)；分类 cs.AI

Pretraining with Contrastive Sentence Objectives Improves Discourse Performance of Language Models

Dan Iter, Kelvin Guu, Larry Lansing, Dan Jurafsky

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Comments AC2020

LogicalFactChecker: Leveraging Logical Operations for Fact Checking with Graph Module Network

Wanjun Zhong, Duyu Tang, Zhangyin Feng, Nan Duan, Ming Zhou, Ming Gong, Linjun Shou, Daxin Jiang, Jiahai Wang, Jian Yin

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Comments 13 pages; 7 figures; Accepted by ACL2020 as a long paper

The Variational Bandwidth Bottleneck: Stochastic Evaluation on an Information Budget

Anirudh Goyal, Yoshua Bengio, Matthew Botvinick, Sergey Levine

专题命中 推理评测 ：planning(abstract)；分类 cs.LG

Comments Published as a conference paper at ICLR 2020

Predicting the risk of pancreatic cancer with a CT-based ensemble AI algorithm

Chenjie Zhou MD, Jianhua Ma Ph. D, Xiaoping Xu MD, Lei Feng MD, Adilijiang Yimamu MD, Xianlong Wang MD, Zhiming Li MD, Jianhua Mo MS, Chengyan Huang MS, Dexia Kong MS, Yi Gao MD, Shulong Li Ph. D

专题命中 推理评测 ：reasoning(abstract)；分类 cs.LG

Comments 14 pages, 4 figures, 5 tables

Adapting and evaluating a deep learning language model for clinical why-question answering

Andrew Wen, Mohamed Y. Elwazir, Sungrim Moon, Jungwei Fan

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Explainable Deep RDFS Reasoner

Bassem Makni, Ibrahim Abdelaziz, James Hendler

专题命中 推理评测 ：reasoning(abstract)；分类 cs.AI

Comments StarAI 2020

QASC: A Dataset for Question Answering via Sentence Composition

Tushar Khot, Peter Clark, Michal Guerquin, Peter Jansen, Ashish Sabharwal

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Comments AAAI-20 Camera Ready Version

Memeify: A Large-Scale Meme Generation System

Suryatej Reddy Vyalla, Vishaal Udandarao, Tanmoy Chakraborty

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Comments Accepted at ACM India Joint International Conference on Data Science & Management of Data (CoDS-CoMAD) 2020

On the Measure of Intelligence

François Chollet

专题命中 推理评测 ：reasoning(abstract)；分类 cs.AI

WinoGrande: An Adversarial Winograd Schema Challenge at Scale

Keisuke Sakaguchi, Ronan Le Bras, Chandra Bhagavatula, Yejin Choi

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Modeling Conceptual Understanding in Image Reference Games

Rodolfo Corona, Stephan Alaniz, Zeynep Akata

专题命中 推理评测 ：reasoning(abstract)；分类 cs.AI

Comments Published in NeurIPS 2019

VLUC: An Empirical Benchmark for Video-Like Urban Computing on Citywide Crowd and Traffic Prediction

Renhe Jiang, Zekun Cai, Zhaonan Wang, Chuang Yang, Zipei Fan, Xuan Song, Kota Tsubouchi, Ryosuke Shibasaki

专题命中 推理评测 ：planning(abstract)；分类 cs.LG

When Choosing Plausible Alternatives, Clever Hans can be Clever

Pride Kavumba, Naoya Inoue, Benjamin Heinzerling, Keshav Singh, Paul Reisert, Kentaro Inui

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Comments Accepted to the COmmonsense INference in Natural Language Processing workshop (COIN)

Molecular Transformer - A Model for Uncertainty-Calibrated Chemical Reaction Prediction

Philippe Schwaller, Teodoro Laino, Théophile Gaudin, Peter Bolgar, Costas Bekas, Alpha A Lee

专题命中 推理评测 ：planning(abstract)；分类 cs.LG

Comments Machine Learning for Molecules and Materials workshop, NeurIPS 2018 / Platform: https://rxn.res.ibm.com

Journal ref ACS Central Science, 2019

Incorporating Relation Knowledge into Commonsense Reading Comprehension with Multi-task Learning

Jiangnan Xia, Chen Wu, Ming Yan

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Comments Accepted at CIKM'19, 4 pages

OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge

Kenneth Marino, Mohammad Rastegari, Ali Farhadi, Roozbeh Mottaghi

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Comments CVPR 2019

Do Neural Language Representations Learn Physical Commonsense?

Maxwell Forbes, Ari Holtzman, Yejin Choi

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Comments Published in The Proceedings of the 41st Annual Conference of the Cognitive Science Society (CogSci 2019)

ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks

Jiasen Lu, Dhruv Batra, Devi Parikh, Stefan Lee

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Comments 11 pages, 5 figures

Natural Language Interaction with Explainable AI Models

Arjun R Akula, Sinisa Todorovic, Joyce Y Chai, Song-Chun Zhu

专题命中 推理评测 ：reasoning(abstract)；分类 cs.AI

Journal ref CVPR 2019 Workshop on Explainable AI

Faithful Multimodal Explanation for Visual Question Answering

Jialin Wu, Raymond J. Mooney

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Comments In ACL 2019 BlackboxNLP workshop

The StreetLearn Environment and Dataset

Piotr Mirowski, Andras Banki-Horvath, Keith Anderson, Denis Teplyashin, Karl Moritz Hermann, Mateusz Malinowski, Matthew Koichi Grimes, Karen Simonyan, Koray Kavukcuoglu, Andrew Zisserman, Raia Hadsell

专题命中 推理评测 ：planning(abstract)；分类 cs.AI

Comments 13 pages, 6 figures, 4 tables. arXiv admin note: text overlap with arXiv:1804.00168

Looking Deeper into Deep Learning Model: Attribution-based Explanations of TextCNN

Wenting Xiong, Iftitahu Ni'mah, Juan M. G. Huesca, Werner van Ipenburg, Jan Veldsink, Mykola Pechenizkiy

专题命中 推理评测 ：reasoning(abstract)；分类 cs.LG

Comments NIPS 2018 Workshop on Challenges and Opportunities for AI in Financial Services: the Impact of Fairness, Explainability, Accuracy, and Privacy, Montréal, Canada

An Adversarial Approach for Explainable AI in Intrusion Detection Systems

Daniel L. Marino, Chathurika S. Wickramasinghe, Milos Manic

专题命中 推理评测 ：reasoning(abstract)；分类 cs.LG

Knowledge-Aware Conversational Semantic Parsing Over Web Tables

Yibo Sun, Duyu Tang, Nan Duan, Jingjing Xu, Xiaocheng Feng, Bing Qin

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference

Rowan Zellers, Yonatan Bisk, Roy Schwartz, Yejin Choi

专题命中 推理评测 ：reasoning(abstract)；分类 cs.CL

Comments EMNLP 2018

Answer Set Programming Modulo `Space-Time'

Carl Schultz, Mehul Bhatt, Jakob Suchan, Przemysław Wałęga

专题命中 推理评测 ：reasoning(abstract)；分类 cs.AI

Using Thought-Provoking Children's Questions to Drive Artificial Intelligence Research

Erik T. Mueller, Henry Minsky

专题命中 推理评测 ：reasoning(abstract)；分类 cs.AI

Comments update for EGPAI 2017

Measuring an Artificial Intelligence System's Performance on a Verbal IQ Test For Young Children

Stellan Ohlsson, Robert H. Sloan, György Turán, Aaron Urasky

专题命中 推理评测 ：reasoning(abstract)；分类 cs.AI

Comments 17 pages, 3 figures