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Language Models as Knowledge Bases?

3 September 2019

Patrick Lewis

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Papers citing "Language Models as Knowledge Bases?"

50 / 1,722 papers shown

Title
LabelPrompt: Effective Prompt-based Learning for Relation Classification Weinan Zhang Xiaoning Song Zhenhua Feng Tianyang Xu Xiaojun Wu VLM 80 4 0 16 Feb 2023
A Review of the Role of Causality in Developing Trustworthy AI Systems Niloy Ganguly Dren Fazlija Maryam Badar M. Fisichella Sandipan Sikdar ... Koustav Rudra Manolis Koubarakis Gourab K. Patro W. Z. E. Amri Wolfgang Nejdl CML 102 26 0 14 Feb 2023
Exploring Category Structure with Contextual Language Models and Lexical Semantic Networks Joseph Renner Pascal Denis Rémi Gilleron Angèle Brunellière 40 4 0 14 Feb 2023
BLIAM: Literature-based Data Synthesis for Synergistic Drug Combination Prediction Cai Yang Addie Woicik Hoifung Poon Sheng Wang 91 4 0 14 Feb 2023
Language Model Analysis for Ontology Subsumption Inference Yuan He Jiaoyan Chen Ernesto Jiménez-Ruiz Hang Dong Ian Horrocks 66 25 0 14 Feb 2023
Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning Jia-Yin Liu Zhenya Huang Chengxiang Zhai Qi Liu 52 20 0 11 Feb 2023
Evaluating the Robustness of Discrete Prompts Yoichi Ishibashi Danushka Bollegala Katsuhito Sudoh Satoshi Nakamura 65 19 0 11 Feb 2023
Adversarial Transformer Language Models for Contextual Commonsense Inference Pedro Colon-Hernandez H. Lieberman Yida Xin Claire Yin C. Breazeal Peter Chin 92 2 0 10 Feb 2023
Toolformer: Language Models Can Teach Themselves to Use Tools Timo Schick Jane Dwivedi-Yu Roberto Dessì Roberta Raileanu Maria Lomeli Luke Zettlemoyer Nicola Cancedda Thomas Scialom SyDa RALM 231 1,781 0 09 Feb 2023
Prompting for Multimodal Hateful Meme Classification Rui Cao Roy Ka-wei Lee Wen-Haw Chong Jing Jiang VLM 87 83 0 08 Feb 2023
COMBO: A Complete Benchmark for Open KG Canonicalization Chengyue Jiang Yong Jiang Weiqi Wu Yuting Zheng Pengjun Xie Kewei Tu 70 2 0 08 Feb 2023
What Matters In The Structured Pruning of Generative Language Models? Michael Santacroce Zixin Wen Yelong Shen Yuan-Fang Li 94 34 0 07 Feb 2023
Capturing Topic Framing via Masked Language Modeling Xiaobo Guo Weicheng Ma Soroush Vosoughi 48 2 0 07 Feb 2023
TempEL: Linking Dynamically Evolving and Newly Emerging Entities Klim Zaporojets Lucie-Aimée Kaffee Johannes Deleu Thomas Demeester Chris Develder Isabelle Augenstein KELM 124 16 0 05 Feb 2023
VuLASTE: Long Sequence Model with Abstract Syntax Tree Embedding for vulnerability Detection Botong Zhu Huobin Tan 49 0 0 05 Feb 2023
Controlling for Stereotypes in Multimodal Language Model Evaluation Manuj Malik Richard Johansson 145 1 0 03 Feb 2023
Do Multi-Document Summarization Models Synthesize? Jay DeYoung Stephanie C. Martinez Iain J. Marshall Byron C. Wallace 105 8 0 31 Jan 2023
Contextual Dynamic Prompting for Response Generation in Task-oriented Dialog Systems Sandesh Swamy N. Tabari Chacha Chen Rashmi Gangadharaiah 69 7 0 30 Jan 2023
Protein Representation Learning via Knowledge Enhanced Primary Structure Modeling Hong-Yu Zhou Yunxiang Fu Zhicheng Zhang Cheng Bian Yizhou Yu 102 8 0 30 Jan 2023
Crawling the Internal Knowledge-Base of Language Models Roi Cohen Mor Geva Jonathan Berant Amir Globerson 231 85 0 30 Jan 2023
SEGA: Instructing Text-to-Image Models using Semantic Guidance Manuel Brack Felix Friedrich Dominik Hintersdorf Lukas Struppek P. Schramowski Kristian Kersting DiffM VLM 51 0 0 28 Jan 2023
ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts Kwanyoung Kim Y. Oh Jong Chul Ye VLM OT CLIP 75 21 0 28 Jan 2023
Do Embodied Agents Dream of Pixelated Sheep: Embodied Decision Making using Language Guided World Modelling Kolby Nottingham Prithviraj Ammanabrolu Alane Suhr Yejin Choi Hannaneh Hajishirzi Sameer Singh Roy Fox LLMAG LM&Ro 92 82 0 28 Jan 2023
The Exploration of Knowledge-Preserving Prompts for Document Summarisation Cheng Chen Wei Emma Zhang A. Shakeri Makhmoor Fiza KELM 83 0 0 27 Jan 2023
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning Hyunsoo Cho Choonghyun Park Junyeop Kim Sungmin Cho Kang Min Yoo Sang-goo Lee OODD 102 3 0 27 Jan 2023
Understanding Finetuning for Factual Knowledge Extraction from Language Models Mehran Kazemi Sid Mittal Deepak Ramachandran KELM 102 11 0 26 Jan 2023
Affective Faces for Goal-Driven Dyadic Communication Scott Geng Revant Teotia Purva Tendulkar Sachit Menon Carl Vondrick VGen 57 20 0 26 Jan 2023
Editing Language Model-based Knowledge Graph Embeddings Shuyang Cheng Ningyu Zhang Bo Tian Feiyu Xiong Wei Guo Huajun Chen KELM 142 26 0 25 Jan 2023
AI vs. Human -- Differentiation Analysis of Scientific Content Generation Yongqiang Ma Jiawei Liu Fan Yi Qikai Cheng Yong Huang Wei Lu Xiaozhong Liu DeLMO 120 60 0 24 Jan 2023
Logical Message Passing Networks with One-hop Inference on Atomic Formulas Zihao Wang Yangqiu Song Ginny Wong Simon See 100 37 0 21 Jan 2023
Dissociating language and thought in large language models Kyle Mahowald Anna A. Ivanova I. Blank Nancy Kanwisher J. Tenenbaum Evelina Fedorenko ELM ReLM 132 215 0 16 Jan 2023
The Role of Interactive Visualization in Explaining (Large) NLP Models: from Data to Inference R. Brath Daniel A. Keim Johannes Knittel Shimei Pan Pia Sommerauer Hendrik Strobelt 51 12 0 11 Jan 2023
Counteracts: Testing Stereotypical Representation in Pre-trained Language Models Damin Zhang Julia Taylor Rayz Romila Pradhan 79 2 0 11 Jan 2023
Does Localization Inform Editing? Surprising Differences in Causality-Based Localization vs. Knowledge Editing in Language Models Peter Hase Joey Tianyi Zhou Been Kim Asma Ghandeharioun MILM 122 187 0 10 Jan 2023
Topics as Entity Clusters: Entity-based Topics from Language Models and Graph Neural Networks Manuel V. Loureiro Steven Derby Tri Kurniawan Wijaya 45 0 0 06 Jan 2023
Understanding Political Polarisation using Language Models: A dataset and method Samiran Gode Supreeth Bare Bhiksha Raj H. Yoo 36 0 0 02 Jan 2023
A Survey on Knowledge-Enhanced Pre-trained Language Models Chaoqi Zhen Yanlei Shang Xiangyu Liu Yifei Li Yong Chen Dell Zhang VLM KELM 96 3 0 27 Dec 2022
Resolving Indirect Referring Expressions for Entity Selection Mohammad Javad Hosseini Filip Radlinski Silvia Pareti Annie Louis 64 2 0 21 Dec 2022
In-context Learning Distillation: Transferring Few-shot Learning Ability of Pre-trained Language Models Yukun Huang Yanda Chen Zhou Yu Kathleen McKeown 96 32 0 20 Dec 2022
Unleashing the Power of Visual Prompting At the Pixel Level Junyang Wu Xianhang Li Chen Wei Huiyu Wang Alan Yuille Yuyin Zhou Cihang Xie VPVLM VLM 99 32 0 20 Dec 2022
When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories Alex Troy Mallen Akari Asai Victor Zhong Rajarshi Das Daniel Khashabi Hannaneh Hajishirzi RALM HILM KELM 167 611 0 20 Dec 2022
A Measure-Theoretic Characterization of Tight Language Models Li Du Lucas Torroba Hennigen Tiago Pimentel Clara Meister Jason Eisner Ryan Cotterell 100 32 0 20 Dec 2022
Go-tuning: Improving Zero-shot Learning Abilities of Smaller Language Models Jingjing Xu Qingxiu Dong Hongyi Liu Lei Li ALM LRM 73 1 0 20 Dec 2022
Contrastive Learning Reduces Hallucination in Conversations Weiwei Sun Zhengliang Shi Shen Gao Fajie Yuan Maarten de Rijke Zhaochun Ren 114 67 0 20 Dec 2022
DSI++: Updating Transformer Memory with New Documents Sanket Vaibhav Mehta Jai Gupta Yi Tay Mostafa Dehghani Vinh Q. Tran J. Rao Marc Najork Emma Strubell Donald Metzler CLL 103 46 0 19 Dec 2022
Multilingual Sequence-to-Sequence Models for Hebrew NLP Matan Eyal Hila Noga Roee Aharoni Idan Szpektor Reut Tsarfaty 56 4 0 19 Dec 2022
Optimizing Prompts for Text-to-Image Generation Y. Hao Zewen Chi Li Dong Furu Wei 137 153 0 19 Dec 2022
Reasoning with Language Model Prompting: A Survey Shuofei Qiao Yixin Ou Ningyu Zhang Xiang Chen Yunzhi Yao Shumin Deng Chuanqi Tan Fei Huang Huajun Chen ReLM ELM LRM 234 327 0 19 Dec 2022
Query Enhanced Knowledge-Intensive Conversation via Unsupervised Joint Modeling Mingzhu Cai Siqi Bao Xin Tian H. He Fan Wang Hua Wu 75 5 0 19 Dec 2022
Evaluating Step-by-Step Reasoning through Symbolic Verification Yi-Fan Zhang Hanlin Zhang Li Erran Li Eric P. Xing ReLM LRM 99 8 0 16 Dec 2022