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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17,221 to 17,280 of 19,062

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
PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models
Torsten Scholak, Nathan Schucher, Dzmitry Bahdanau
cs.CLcs.PLarXiv:2109.05093v12021
Telling Stories through Multi-User Dialogue by Modeling Character Relations
Wai Man Si, Prithviraj Ammanabrolu, Mark O. Riedl
cs.CLcs.AIarXiv:2105.15054v12021
Multi-task self-supervised learning for Robust Speech Recognition
Mirco Ravanelli, Jianyuan Zhong, Santiago Pascual +4
eess.AScs.CLcs.LGarXiv:2001.09239v22020
VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding
Hu Xu, Gargi Ghosh, Po-Yao Huang +5
cs.CVcs.CLarXiv:2105.09996v32021
Pretrained Language Models for Text Generation: A Survey
Junyi Li, Tianyi Tang, Wayne Xin Zhao +1
cs.CLcs.AIarXiv:2105.10311v22021
LayoutLM: Pre-training of Text and Layout for Document Image Understanding
Yiheng Xu, Minghao Li, Lei Cui +3
cs.CLarXiv:1912.13318v52019
doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset
Song Feng, Hui Wan, Chulaka Gunasekara +3
cs.CLarXiv:2011.06623v22020
AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models
Katikapalli Subramanyam Kalyan, Ajit Rajasekharan, Sivanesan Sangeetha
cs.CLcs.AIcs.LGarXiv:2105.00827v22021
PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support
Hao Sun, Zhenru Lin, Chujie Zheng +2
cs.CLarXiv:2106.01702v12021
A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers
Shen-Yun Miao, Chao-Chun Liang, Keh-Yih Su
cs.AIcs.CLarXiv:2106.15772v12021
What Will it Take to Fix Benchmarking in Natural Language Understanding?
Samuel R. Bowman, George E. Dahl
cs.CLarXiv:2104.02145v32021
Contrastive Learning for Many-to-many Multilingual Neural Machine Translation
Xiao Pan, Mingxuan Wang, Liwei Wu +1
cs.CLcs.LGarXiv:2105.09501v32021
A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Data
Yinhe Zheng, Rongsheng Zhang, Xiaoxi Mao +1
cs.CLcs.AIcs.LGarXiv:1911.04700v12019
Including Signed Languages in Natural Language Processing
Kayo Yin, Amit Moryossef, Julie Hochgesang +2
cs.CLcs.AIcs.LGarXiv:2105.05222v22021
Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections
Ruiqi Zhong, Kristy Lee, Zheng Zhang +1
cs.CLcs.AIarXiv:2104.04670v52021
AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning
Madeleine Grunde-McLaughlin, Ranjay Krishna, Maneesh Agrawala
cs.CVcs.CLarXiv:2103.16002v12021
Semi-Supervised Joint Estimation of Word and Document Readability
Yoshinari Fujinuma, Masato Hagiwara
cs.CLarXiv:2104.13103v12021
Whitening Sentence Representations for Better Semantics and Faster Retrieval
Jianlin Su, Jiarun Cao, Weijie Liu +1
cs.CLcs.AIcs.LGarXiv:2103.15316v12021
Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation
Sarik Ghazarian, Zixi Liu, Akash SM +3
cs.CLcs.LGarXiv:2104.05801v22021
Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries
Benjamin Heinzerling, Kentaro Inui
cs.CLarXiv:2008.09036v22020
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
Victor Sanh, Lysandre Debut, Julien Chaumond +1
cs.CLarXiv:1910.01108v42019
BiMamba2 Masked Discrete-Unit Prediction for Multilingual Speech Representation for Unsupervised Speech in the Wild Challenge
Prakriti Subedi, Howard Prioleau, Saurav K Aryal
cs.SDcs.CLarXiv:2609.28758v12026
InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training
Zewen Chi, Li Dong, Furu Wei +7
cs.CLarXiv:2007.07834v22020

Computation and Language

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

PICARD: Parsing Incrementally for Constrained Auto-Regressive Decoding from Language Models

Telling Stories through Multi-User Dialogue by Modeling Character Relations

Multi-task self-supervised learning for Robust Speech Recognition

VLM: Task-agnostic Video-Language Model Pre-training for Video Understanding

Pretrained Language Models for Text Generation: A Survey

LayoutLM: Pre-training of Text and Layout for Document Image Understanding

doc2dial: A Goal-Oriented Document-Grounded Dialogue Dataset

AMMU : A Survey of Transformer-based Biomedical Pretrained Language Models

PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support

A Diverse Corpus for Evaluating and Developing English Math Word Problem Solvers

What Will it Take to Fix Benchmarking in Natural Language Understanding?

Contrastive Learning for Many-to-many Multilingual Neural Machine Translation

A Pre-training Based Personalized Dialogue Generation Model with Persona-sparse Data

Including Signed Languages in Natural Language Processing

Adapting Language Models for Zero-shot Learning by Meta-tuning on Dataset and Prompt Collections

AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning

Semi-Supervised Joint Estimation of Word and Document Readability

Whitening Sentence Representations for Better Semantics and Faster Retrieval

Plot-guided Adversarial Example Construction for Evaluating Open-domain Story Generation

Language Models as Knowledge Bases: On Entity Representations, Storage Capacity, and Paraphrased Queries

DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

BiMamba2 Masked Discrete-Unit Prediction for Multilingual Speech Representation for Unsupervised Speech in the Wild Challenge

InfoXLM: An Information-Theoretic Framework for Cross-Lingual Language Model Pre-Training