Computation and Language

Papers filed under cs.CL on arXiv, each one already summarized by Paperlayer. Open any of them to read the summary beside the original PDF, with every point linked to the line, figure, or table it came from.

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17,101 to 17,160 of 18,965

SimVLM: Simple Visual Language Model Pretraining with Weak Supervision
Zirui Wang, Jiahui Yu, Adams Wei Yu +3
cs.CVcs.CLcs.LGarXiv:2108.10904v32021
Complexity-Based Prompting for Multi-Step Reasoning
Yao Fu, Hao Peng, Ashish Sabharwal +2
cs.CLcs.AIcs.LGarXiv:2210.00720v22022
What Artificial Neural Networks Can Tell Us About Human Language Acquisition
Alex Warstadt, Samuel R. Bowman
cs.CLarXiv:2208.07998v22022
EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference
Thierry Tambe, Coleman Hooper, Lillian Pentecost +8
cs.ARcs.CLarXiv:2011.14203v52020
How to Prompt? Opportunities and Challenges of Zero- and Few-Shot Learning for Human-AI Interaction in Creative Applications of Generative Models
Hai Dang, Lukas Mecke, Florian Lehmann +2
cs.HCcs.CLarXiv:2209.01390v12022
Teaching Models to Express Their Uncertainty in Words
Stephanie Lin, Jacob Hilton, Owain Evans
cs.CLcs.AIcs.LGarXiv:2205.14334v22022
MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering
Ankit Pal, Logesh Kumar Umapathi, Malaikannan Sankarasubbu
cs.CLcs.AIcs.LGarXiv:2203.14371v12022
MDFEND: Multi-domain Fake News Detection
Qiong Nan, Juan Cao, Yongchun Zhu +2
cs.CLcs.AIcs.SIarXiv:2201.00987v12022
One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia
Alham Fikri Aji, Genta Indra Winata, Fajri Koto +9
cs.CLarXiv:2203.13357v12022
FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech
Alexis Conneau, Min Ma, Simran Khanuja +6
cs.CLcs.LGcs.SDarXiv:2205.12446v12022
Conditional Prompt Learning for Vision-Language Models
Kaiyang Zhou, Jingkang Yang, Chen Change Loy +1
cs.CVcs.AIcs.CLarXiv:2203.05557v22022
EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis
Sven Buechel, Udo Hahn
cs.CLcs.AIcs.LGarXiv:2205.01996v12022
Everything at Once -- Multi-modal Fusion Transformer for Video Retrieval
Nina Shvetsova, Brian Chen, Andrew Rouditchenko +6
cs.CVcs.CLcs.SDarXiv:2112.04446v22021
LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking
Yupan Huang, Tengchao Lv, Lei Cui +2
cs.CLcs.CVarXiv:2204.08387v32022
Emotional Voice Conversion: Theory, Databases and ESD
Kun Zhou, Berrak Sisman, Rui Liu +1
cs.CLarXiv:2105.14762v22021
Sequence-to-Sequence Knowledge Graph Completion and Question Answering
Apoorv Saxena, Adrian Kochsiek, Rainer Gemulla
cs.CLcs.LGarXiv:2203.10321v12022
What's in the Box? A Preliminary Analysis of Undesirable Content in the Common Crawl Corpus
Alexandra Sasha Luccioni, Joseph D. Viviano
cs.CLarXiv:2105.02732v32021
Larger-Scale Transformers for Multilingual Masked Language Modeling
Naman Goyal, Jingfei Du, Myle Ott +2
cs.CLarXiv:2105.00572v12021
VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks
Yi-Lin Sung, Jaemin Cho, Mohit Bansal
cs.CVcs.AIcs.CLarXiv:2112.06825v22021
BERTopic: Neural topic modeling with a class-based TF-IDF procedure
Maarten Grootendorst
cs.CLarXiv:2203.05794v12022
XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond
Francesco Barbieri, Luis Espinosa Anke, Jose Camacho-Collados
cs.CLarXiv:2104.12250v22021
FLAVA: A Foundational Language And Vision Alignment Model
Amanpreet Singh, Ronghang Hu, Vedanuj Goswami +4
cs.CVcs.CLarXiv:2112.04482v32021
Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine Translation
Markus Freitag, George Foster, David Grangier +3
cs.CLcs.AIcs.LGarXiv:2104.14478v12021
End-to-end Generative Pretraining for Multimodal Video Captioning
Paul Hongsuck Seo, Arsha Nagrani, Anurag Arnab +1
cs.CVcs.AIcs.CLarXiv:2201.08264v22022
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Qinyuan Ye, Bill Yuchen Lin, Xiang Ren
cs.CLcs.LGarXiv:2104.08835v22021
DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing
Pengcheng He, Jianfeng Gao, Weizhu Chen
cs.CLcs.LGarXiv:2111.09543v42021
BARTScore: Evaluating Generated Text as Text Generation
Weizhe Yuan, Graham Neubig, Pengfei Liu
cs.CLarXiv:2106.11520v22021
Multi-Modal Knowledge Graph Construction and Application: A Survey
Xiangru Zhu, Zhixu Li, Xiaodan Wang +5
cs.AIcs.CLcs.CVarXiv:2202.05786v22022
DravidianCodeMix: Sentiment Analysis and Offensive Language Identification Dataset for Dravidian Languages in Code-Mixed Text
Bharathi Raja Chakravarthi, Ruba Priyadharshini, Vigneshwaran Muralidaran +4
cs.CLarXiv:2106.09460v12021
Quantifying Memorization Across Neural Language Models
Nicholas Carlini, Daphne Ippolito, Matthew Jagielski +3
cs.LGcs.CLarXiv:2202.07646v32022
OpenPrompt: An Open-source Framework for Prompt-learning
Ning Ding, Shengding Hu, Weilin Zhao +4
cs.CLcs.AIcs.LGarXiv:2111.01998v12021
Reasoning Like Program Executors
Xinyu Pi, Qian Liu, Bei Chen +6
cs.CLcs.AIcs.SCarXiv:2201.11473v22022
PromptBERT: Improving BERT Sentence Embeddings with Prompts
Ting Jiang, Jian Jiao, Shaohan Huang +7
cs.CLarXiv:2201.04337v22022
Summaries:한국어
TAPEX: Table Pre-training via Learning a Neural SQL Executor
Qian Liu, Bei Chen, Jiaqi Guo +4
cs.CLcs.AIarXiv:2107.07653v32021
Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?
Peter Hase, Mohit Bansal
cs.CLcs.AIcs.LGarXiv:2005.01831v12020
SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval
Thibault Formal, Carlos Lassance, Benjamin Piwowarski +1
cs.IRcs.AIcs.CLarXiv:2109.10086v12021
Entity-Based Knowledge Conflicts in Question Answering
Shayne Longpre, Kartik Perisetla, Anthony Chen +3
cs.CLcs.LGarXiv:2109.05052v22021
Text and Code Embeddings by Contrastive Pre-Training
Arvind Neelakantan, Tao Xu, Raul Puri +22
cs.CLcs.LGarXiv:2201.10005v12022
WenetSpeech: A 10000+ Hours Multi-domain Mandarin Corpus for Speech Recognition
Binbin Zhang, Hang Lv, Pengcheng Guo +9
cs.SDcs.CLarXiv:2110.03370v52021
Data Augmentation Approaches in Natural Language Processing: A Survey
Bohan Li, Yutai Hou, Wanxiang Che
cs.CLcs.AIcs.LGarXiv:2110.01852v32021
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning
Xinyu Wang, Yong Jiang, Nguyen Bach +4
cs.CLcs.AIcs.LGarXiv:2105.03654v32021
Pre-Trained Models: Past, Present and Future
Xu Han, Zhengyan Zhang, Ning Ding +21
cs.AIcs.CLarXiv:2106.07139v32021
MuSiQue: Multihop Questions via Single-hop Question Composition
Harsh Trivedi, Niranjan Balasubramanian, Tushar Khot +1
cs.CLcs.AIarXiv:2108.00573v32021
Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers
Yi Tay, Mostafa Dehghani, Jinfeng Rao +7
cs.CLcs.AIcs.CVarXiv:2109.10686v22021
Sustainable Modular Debiasing of Language Models
Anne Lauscher, Tobias Lüken, Goran Glavaš
cs.CLarXiv:2109.03646v12021
Towards Robustness of Text-to-SQL Models against Synonym Substitution
Yujian Gan, Xinyun Chen, Qiuping Huang +4
cs.CLarXiv:2106.01065v22021
Natural SQL: Making SQL Easier to Infer from Natural Language Specifications
Yujian Gan, Xinyun Chen, Jinxia Xie +4
cs.CLarXiv:2109.05153v12021
A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques
Jimmy Lin, Xueguang Ma
cs.IRcs.CLarXiv:2106.14807v12021
A Survey on Automated Fact-Checking
Zhijiang Guo, Michael Schlichtkrull, Andreas Vlachos
cs.CLarXiv:2108.11896v32021
Retrieval Augmented Code Generation and Summarization
Md Rizwan Parvez, Wasi Uddin Ahmad, Saikat Chakraborty +2
cs.SEcs.CLarXiv:2108.11601v22021
Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning
Zhaojiang Lin, Andrea Madotto, Pascale Fung
cs.CLarXiv:2004.03829v22020
Primer: Searching for Efficient Transformers for Language Modeling
David R. So, Wojciech Mańke, Hanxiao Liu +3
cs.LGcs.AIcs.CLarXiv:2109.08668v22021
Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection
Lixing Zhu, Gabriele Pergola, Lin Gui +2
cs.CLarXiv:2106.01071v12021
Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets
Julia Kreutzer, Isaac Caswell, Lisa Wang +49
cs.CLcs.AIarXiv:2103.12028v42021
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks
Xiao Liu, Kaixuan Ji, Yicheng Fu +4
cs.CLarXiv:2110.07602v32021
Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective Annotations
Aida Mostafazadeh Davani, Mark Díaz, Vinodkumar Prabhakaran
cs.CLcs.CYarXiv:2110.05719v12021
Complex Knowledge Base Question Answering: A Survey
Yunshi Lan, Gaole He, Jinhao Jiang +3
cs.CLarXiv:2108.06688v52021
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval
Luyu Gao, Jamie Callan
cs.IRcs.CLarXiv:2108.05540v12021
How Much Knowledge Can You Pack Into the Parameters of a Language Model?
Adam Roberts, Colin Raffel, Noam Shazeer
cs.CLcs.LGstat.MLarXiv:2002.08910v42020
Layer-wise Analysis of a Self-supervised Speech Representation Model
Ankita Pasad, Ju-Chieh Chou, Karen Livescu
cs.CLcs.LGeess.ASarXiv:2107.04734v32021

Computation and Language

SimVLM: Simple Visual Language Model Pretraining with Weak Supervision

Complexity-Based Prompting for Multi-Step Reasoning

What Artificial Neural Networks Can Tell Us About Human Language Acquisition

EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference

How to Prompt? Opportunities and Challenges of Zero- and Few-Shot Learning for Human-AI Interaction in Creative Applications of Generative Models

Teaching Models to Express Their Uncertainty in Words

MedMCQA : A Large-scale Multi-Subject Multi-Choice Dataset for Medical domain Question Answering

MDFEND: Multi-domain Fake News Detection

One Country, 700+ Languages: NLP Challenges for Underrepresented Languages and Dialects in Indonesia

FLEURS: Few-shot Learning Evaluation of Universal Representations of Speech

Conditional Prompt Learning for Vision-Language Models

EmoBank: Studying the Impact of Annotation Perspective and Representation Format on Dimensional Emotion Analysis

Everything at Once -- Multi-modal Fusion Transformer for Video Retrieval

LayoutLMv3: Pre-training for Document AI with Unified Text and Image Masking

Emotional Voice Conversion: Theory, Databases and ESD

Sequence-to-Sequence Knowledge Graph Completion and Question Answering

What's in the Box? A Preliminary Analysis of Undesirable Content in the Common Crawl Corpus

Larger-Scale Transformers for Multilingual Masked Language Modeling

VL-Adapter: Parameter-Efficient Transfer Learning for Vision-and-Language Tasks

BERTopic: Neural topic modeling with a class-based TF-IDF procedure

XLM-T: Multilingual Language Models in Twitter for Sentiment Analysis and Beyond

FLAVA: A Foundational Language And Vision Alignment Model

Experts, Errors, and Context: A Large-Scale Study of Human Evaluation for Machine Translation

End-to-end Generative Pretraining for Multimodal Video Captioning

CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP

DeBERTaV3: Improving DeBERTa using ELECTRA-Style Pre-Training with Gradient-Disentangled Embedding Sharing

BARTScore: Evaluating Generated Text as Text Generation

Multi-Modal Knowledge Graph Construction and Application: A Survey

DravidianCodeMix: Sentiment Analysis and Offensive Language Identification Dataset for Dravidian Languages in Code-Mixed Text

Quantifying Memorization Across Neural Language Models

OpenPrompt: An Open-source Framework for Prompt-learning

Reasoning Like Program Executors

PromptBERT: Improving BERT Sentence Embeddings with Prompts

TAPEX: Table Pre-training via Learning a Neural SQL Executor

Evaluating Explainable AI: Which Algorithmic Explanations Help Users Predict Model Behavior?

SPLADE v2: Sparse Lexical and Expansion Model for Information Retrieval

Entity-Based Knowledge Conflicts in Question Answering

Text and Code Embeddings by Contrastive Pre-Training

WenetSpeech: A 10000+ Hours Multi-domain Mandarin Corpus for Speech Recognition

Data Augmentation Approaches in Natural Language Processing: A Survey

Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning

Pre-Trained Models: Past, Present and Future

MuSiQue: Multihop Questions via Single-hop Question Composition

Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers

Sustainable Modular Debiasing of Language Models

Towards Robustness of Text-to-SQL Models against Synonym Substitution

Natural SQL: Making SQL Easier to Infer from Natural Language Specifications

A Few Brief Notes on DeepImpact, COIL, and a Conceptual Framework for Information Retrieval Techniques

A Survey on Automated Fact-Checking

Retrieval Augmented Code Generation and Summarization

Exploring Versatile Generative Language Model Via Parameter-Efficient Transfer Learning

Primer: Searching for Efficient Transformers for Language Modeling

Topic-Driven and Knowledge-Aware Transformer for Dialogue Emotion Detection

Quality at a Glance: An Audit of Web-Crawled Multilingual Datasets

P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks

Dealing with Disagreements: Looking Beyond the Majority Vote in Subjective Annotations

Complex Knowledge Base Question Answering: A Survey

Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval

How Much Knowledge Can You Pack Into the Parameters of a Language Model?

Layer-wise Analysis of a Self-supervised Speech Representation Model