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2004.14074
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Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
29 April 2020
Alexandre Tamborrino
Nicola Pellicanò
B. Pannier
Pascal Voitot
Louise Naudin
LRM
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Papers citing
"Pre-training Is (Almost) All You Need: An Application to Commonsense Reasoning"
38 / 38 papers shown
mCSQA: Multilingual Commonsense Reasoning Dataset with Unified Creation Strategy by Language Models and Humans
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Yusuke Sakai
Hidetaka Kamigaito
Taro Watanabe
LRM
337
8
0
06 Jun 2024
Automated Program Repair: Emerging trends pose and expose problems for benchmarks
ACM Computing Surveys (ACM CSUR), 2024
J. Renzullo
Pemma Reiter
Westley Weimer
Stephanie Forrest
268
10
0
08 May 2024
Gemini in Reasoning: Unveiling Commonsense in Multimodal Large Language Models
Yuqing Wang
Yun Zhao
VLM
ReLM
LRM
375
27
0
29 Dec 2023
Filling the Image Information Gap for VQA: Prompting Large Language Models to Proactively Ask Questions
Ziyue Wang
Chi Chen
Peng Li
Yang Liu
LRM
390
28
0
20 Nov 2023
Event Causality Is Key to Computational Story Understanding
Yidan Sun
Qin Chao
Boyang Albert Li
434
15
0
16 Nov 2023
CASE: Commonsense-Augmented Score with an Expanded Answer Space
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Wenkai Chen
Sahithya Ravi
Vered Shwartz
244
0
0
03 Nov 2023
VLIS: Unimodal Language Models Guide Multimodal Language Generation
Jiwan Chung
Youngjae Yu
VLM
323
3
0
15 Oct 2023
Large Language Models and Knowledge Graphs: Opportunities and Challenges
Jeff Z. Pan
Simon Razniewski
Jan-Christoph Kalo
Sneha Singhania
Jiaoyan Chen
...
Gerard de Melo
A. Bonifati
Edlira Vakaj
M. Dragoni
D. Graux
KELM
415
132
0
11 Aug 2023
Multi-hop Commonsense Knowledge Injection Framework for Zero-Shot Commonsense Question Answering
Xin Guan
Biwei Cao
Qingqing Gao
Zheng Yin
Bo Liu
Jiuxin Cao
252
6
0
10 May 2023
COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Zhaowei Wang
Quyet V. Do
Hongming Zhang
Jiayao Zhang
Weiqi Wang
Tianqing Fang
Yangqiu Song
Ginny Wong
Simon See
LRM
303
35
0
09 May 2023
ChatGPT is a Knowledgeable but Inexperienced Solver: An Investigation of Commonsense Problem in Large Language Models
International Conference on Language Resources and Evaluation (LREC), 2023
Ning Bian
Xianpei Han
Le Sun
Hongyu Lin
Yaojie Lu
Xianpei Han
Shanshan Jiang
Bin Dong
KELM
ELM
AI4MH
LRM
368
99
0
29 Mar 2023
Natural Language Reasoning, A Survey
ACM Computing Surveys (ACM Comput. Surv.), 2023
Fei Yu
Hongbo Zhang
Prayag Tiwari
Benyou Wang
ReLM
LRM
435
107
0
26 Mar 2023
Language Model Behavior: A Comprehensive Survey
International Conference on Computational Logic (ICCL), 2023
Tyler A. Chang
Benjamin Bergen
VLM
LRM
LM&MA
521
157
0
20 Mar 2023
The Life Cycle of Knowledge in Big Language Models: A Survey
Machine Intelligence Research (MIR), 2023
Boxi Cao
Hongyu Lin
Xianpei Han
Le Sun
KELM
305
31
0
14 Mar 2023
Event knowledge in large language models: the gap between the impossible and the unlikely
Cognitive Sciences (CS), 2022
Carina Kauf
Anna A. Ivanova
Giulia Rambelli
Emmanuele Chersoni
Jingyuan Selena She
Zawad Chowdhury
Evelina Fedorenko
Alessandro Lenci
578
92
0
02 Dec 2022
Evaluate Confidence Instead of Perplexity for Zero-shot Commonsense Reasoning
Letian Peng
Z. Li
Hai Zhao
ReLM
LRM
271
1
0
23 Aug 2022
Rethinking the Value of Gazetteer in Chinese Named Entity Recognition
Natural Language Processing and Chinese Computing (NLPCC), 2022
Qianglong Chen
Xiangji Zeng
Jiangang Zhu
Yin Zhang
Bojia Lin
Yang Yang
Daxin Jiang
199
2
0
06 Jul 2022
Acquiring and Modelling Abstract Commonsense Knowledge via Conceptualization
Artificial Intelligence (AIJ), 2022
Mutian He
Tianqing Fang
Weiqi Wang
Yangqiu Song
362
32
0
03 Jun 2022
LogiGAN: Learning Logical Reasoning via Adversarial Pre-training
Neural Information Processing Systems (NeurIPS), 2022
Xinyu Pi
Wanjun Zhong
Yan Gao
Nan Duan
Jian-Guang Lou
NAI
GAN
LRM
AI4CE
308
19
0
18 May 2022
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization?
International Conference on Machine Learning (ICML), 2022
Thomas Wang
Adam Roberts
Daniel Hesslow
Teven Le Scao
Hyung Won Chung
Iz Beltagy
Julien Launay
Colin Raffel
327
225
0
12 Apr 2022
ROCK: Causal Inference Principles for Reasoning about Commonsense Causality
International Conference on Machine Learning (ICML), 2022
Jiayao Zhang
Hongming Zhang
Weijie J. Su
Dan Roth
CML
LRM
483
27
0
31 Jan 2022
Generalizable Neuro-symbolic Systems for Commonsense Question Answering
A. Oltramari
Jonathan M Francis
Filip Ilievski
Kaixin Ma
Roshanak Mirzaee
NAI
271
10
0
17 Jan 2022
Attention-based Contrastive Learning for Winograd Schemas
T. Klein
Moin Nabi
SSL
182
3
0
10 Sep 2021
Rethinking Why Intermediate-Task Fine-Tuning Works
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Ting-Yun Chang
Chi-Jen Lu
LRM
252
32
0
26 Aug 2021
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases
Boxi Cao
Hongyu Lin
Xianpei Han
Le Sun
Lingyong Yan
M. Liao
Tong Xue
Jin Xu
298
151
0
17 Jun 2021
A Semantic-based Method for Unsupervised Commonsense Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Yilin Niu
Fei Huang
Jiaming Liang
Wenkai Chen
Xiaoyan Zhu
Shiyu Huang
LRM
202
15
0
31 May 2021
Pre-training Universal Language Representation
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Yian Li
Hai Zhao
SSL
183
9
0
30 May 2021
Go Beyond Plain Fine-tuning: Improving Pretrained Models for Social Commonsense
Spoken Language Technology Workshop (SLT), 2021
Ting-Yun Chang
Yang Liu
Karthik Gopalakrishnan
Behnam Hedayatnia
Pei Zhou
Dilek Z. Hakkani-Tür
ReLM
VLM
AI4MH
LRM
182
1
0
12 May 2021
REPT: Bridging Language Models and Machine Reading Comprehension via Retrieval-Based Pre-training
Findings (Findings), 2021
Fangkai Jiao
Yangyang Guo
Yilin Niu
Feng Ji
Feng-Lin Li
Liqiang Nie
LRM
229
12
0
10 May 2021
Is Incoherence Surprising? Targeted Evaluation of Coherence Prediction from Language Models
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Anne Beyer
Sharid Loáiciga
David Schlangen
226
23
0
07 May 2021
Relational World Knowledge Representation in Contextual Language Models: A Review
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Tara Safavi
Danai Koutra
KELM
371
59
0
12 Apr 2021
Improved Customer Transaction Classification using Semi-Supervised Knowledge Distillation
Rohan Sukumaran
190
2
0
15 Feb 2021
Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation
AAAI Conference on Artificial Intelligence (AAAI), 2021
Ieva Staliunaite
P. Gorinski
Ignacio Iacobacci
LRM
424
23
0
13 Jan 2021
Learning to Rationalize for Nonmonotonic Reasoning with Distant Supervision
AAAI Conference on Artificial Intelligence (AAAI), 2020
Faeze Brahman
Vered Shwartz
Rachel Rudinger
Yejin Choi
LRM
341
46
0
14 Dec 2020
Knowledge-driven Data Construction for Zero-shot Evaluation in Commonsense Question Answering
Kaixin Ma
Filip Ilievski
Jonathan M Francis
Yonatan Bisk
Eric Nyberg
A. Oltramari
228
6
0
07 Nov 2020
Improving Event Duration Prediction via Time-aware Pre-training
Zonglin Yang
Xinya Du
Alexander M. Rush
Claire Cardie
VLM
166
24
0
05 Nov 2020
COMET-ATOMIC 2020: On Symbolic and Neural Commonsense Knowledge Graphs
Jena D. Hwang
Chandra Bhagavatula
Ronan Le Bras
Jeff Da
Keisuke Sakaguchi
Antoine Bosselut
Yejin Choi
337
457
0
12 Oct 2020
ProtoQA: A Question Answering Dataset for Prototypical Common-Sense Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Michael Boratko
Xiang Lorraine Li
Rajarshi Das
Timothy J. O'Gorman
Daniel Le
Andrew McCallum
430
65
0
02 May 2020
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