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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17,341 to 17,400 of 19,062

CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB
Holger Schwenk, Guillaume Wenzek, Sergey Edunov +2
cs.CLarXiv:1911.04944v22019
Adversarial training for multi-context joint entity and relation extraction
Giannis Bekoulis, Johannes Deleu, Thomas Demeester +1
cs.CLarXiv:1808.06876v32018
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
Stefan Larson, Anish Mahendran, Joseph J. Peper +8
cs.CLcs.AIcs.LGarXiv:1909.02027v12019
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing
Taku Kudo, John Richardson
cs.CLarXiv:1808.06226v12018
ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks
Michihiro Yasunaga, Jungo Kasai, Rui Zhang +4
cs.CLcs.IRcs.LGarXiv:1909.01716v32019
BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension
Mike Lewis, Yinhan Liu, Naman Goyal +5
cs.CLcs.LGstat.MLarXiv:1910.13461v12019
Summaries:한국어
How Context Affects Language Models' Factual Predictions
Fabio Petroni, Patrick Lewis, Aleksandra Piktus +4
cs.CLarXiv:2005.04611v12020
Sign Language Transformers: Joint End-to-end Sign Language Recognition and Translation
Necati Cihan Camgoz, Oscar Koller, Simon Hadfield +1
cs.CVcs.CLcs.HCarXiv:2003.13830v12020
Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers
Zhuohan Li, Eric Wallace, Sheng Shen +4
cs.CLcs.LGarXiv:2002.11794v22020
Introducing the VoicePrivacy Initiative
Natalia Tomashenko, Brij Mohan Lal Srivastava, Xin Wang +8
cs.CLarXiv:2005.01387v32020
Few-shot Text Classification with Distributional Signatures
Yujia Bao, Menghua Wu, Shiyu Chang +1
cs.CLcs.LGarXiv:1908.06039v32019
DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference
Ji Xin, Raphael Tang, Jaejun Lee +2
cs.CLcs.LGarXiv:2004.12993v12020
Fine-Grained Analysis of Propaganda in News Articles
Giovanni Da San Martino, Seunghak Yu, Alberto Barrón-Cedeño +2
cs.CLcs.AIcs.IRarXiv:1910.02517v12019
TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task
Christoph Alt, Aleksandra Gabryszak, Leonhard Hennig
cs.CLarXiv:2004.14855v12020
TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages
Jonathan H. Clark, Eunsol Choi, Michael Collins +4
cs.CLcs.LGarXiv:2003.05002v12020
Summaries:한국어
Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension
Max Bartolo, Alastair Roberts, Johannes Welbl +2
cs.CLarXiv:2002.00293v22020
KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning
Bill Yuchen Lin, Xinyue Chen, Jamin Chen +1
cs.CLcs.AIarXiv:1909.02151v12019
ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning
Weihao Yu, Zihang Jiang, Yanfei Dong +1
cs.CLcs.AIcs.LGarXiv:2002.04326v32020
Pre-training Tasks for Embedding-based Large-scale Retrieval
Wei-Cheng Chang, Felix X. Yu, Yin-Wen Chang +2
cs.LGcs.CLcs.IRarXiv:2002.03932v12020
SpanBERT: Improving Pre-training by Representing and Predicting Spans
Mandar Joshi, Danqi Chen, Yinhan Liu +3
cs.CLcs.LGarXiv:1907.10529v32019
Facebook FAIR's WMT19 News Translation Task Submission
Nathan Ng, Kyra Yee, Alexei Baevski +3
cs.CLarXiv:1907.06616v12019
SemEval-2013 Task 2: Sentiment Analysis in Twitter
Preslav Nakov, Zornitsa Kozareva, Alan Ritter +3
cs.CLcs.IRcs.LGarXiv:1912.06806v12019
Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning
Mitchell A. Gordon, Kevin Duh, Nicholas Andrews
cs.CLarXiv:2002.08307v22020
A Primer in BERTology: What we know about how BERT works
Anna Rogers, Olga Kovaleva, Anna Rumshisky
cs.CLarXiv:2002.12327v32020
BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance
R. Thomas McCoy, Junghyun Min, Tal Linzen
cs.CLarXiv:1911.02969v22019
CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data
Guillaume Wenzek, Marie-Anne Lachaux, Alexis Conneau +4
cs.CLcs.IRcs.LGarXiv:1911.00359v22019
BPE-Dropout: Simple and Effective Subword Regularization
Ivan Provilkov, Dmitrii Emelianenko, Elena Voita
cs.CLarXiv:1910.13267v22019
A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media
Marzieh Mozafari, Reza Farahbakhsh, Noel Crespi
cs.SIcs.CLcs.IRarXiv:1910.12574v12019
Leveraging BERT for Extractive Text Summarization on Lectures
Derek Miller
cs.CLcs.LGcs.SDarXiv:1906.04165v12019
Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context
Yichi Zhang, Zhijian Ou, Zhou Yu
cs.CLcs.AIarXiv:1911.10484v22019
K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
Ruize Wang, Duyu Tang, Nan Duan +6
cs.CLcs.LGarXiv:2002.01808v52020
SemEval-2014 Task 9: Sentiment Analysis in Twitter
Sara Rosenthal, Preslav Nakov, Alan Ritter +1
cs.CLcs.IRcs.LGarXiv:1912.02990v12019
WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia
Holger Schwenk, Vishrav Chaudhary, Shuo Sun +2
cs.CLarXiv:1907.05791v22019
Coreference Resolution as Query-based Span Prediction
Wei Wu, Fei Wang, Arianna Yuan +2
cs.CLarXiv:1911.01746v42019
Generalization through Memorization: Nearest Neighbor Language Models
Urvashi Khandelwal, Omer Levy, Dan Jurafsky +2
cs.CLarXiv:1911.00172v22019
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing
Vedika Agarwal, Rakshith Shetty, Mario Fritz
cs.CVcs.CLcs.LGarXiv:1912.07538v32019
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders
Andy T. Liu, Shu-wen Yang, Po-Han Chi +2
eess.AScs.CLcs.LGarXiv:1910.12638v22019
Classification and Clustering of Arguments with Contextualized Word Embeddings
Nils Reimers, Benjamin Schiller, Tilman Beck +3
cs.CLarXiv:1906.09821v12019
PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable
Siqi Bao, Huang He, Fan Wang +2
cs.CLarXiv:1910.07931v32019
Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach
Wenpeng Yin, Jamaal Hay, Dan Roth
cs.CLarXiv:1909.00161v12019
Pretrained Language Models for Sequential Sentence Classification
Arman Cohan, Iz Beltagy, Daniel King +2
cs.CLarXiv:1909.04054v22019
Evaluating the Factual Consistency of Abstractive Text Summarization
Wojciech Kryściński, Bryan McCann, Caiming Xiong +1
cs.CLarXiv:1910.12840v12019
A Just and Comprehensive Strategy for Using NLP to Address Online Abuse
David Jurgens, Eshwar Chandrasekharan, Libby Hemphill
cs.SIcs.CLcs.CYarXiv:1906.01738v22019
How multilingual is Multilingual BERT?
Telmo Pires, Eva Schlinger, Dan Garrette
cs.CLcs.AIcs.LGarXiv:1906.01502v12019
ALRM: Agentic LLM for Robotic Manipulation
Vitor Gaboardi dos Santos, Ibrahim Khadraoui, Ibrahim Farhat +3
cs.ROcs.CLarXiv:2601.19510v22026
r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection
Kai Nakamura, Sharon Levy, William Yang Wang
cs.CLcs.CYcs.IRarXiv:1911.03854v22019
Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications
Shaoxiong Ji, Shirui Pan, Xue Li +3
cs.CYcs.AIcs.CLarXiv:1910.12611v42019
BERT Rediscovers the Classical NLP Pipeline
Ian Tenney, Dipanjan Das, Ellie Pavlick
cs.CLarXiv:1905.05950v22019
Language Modeling with Deep Transformers
Kazuki Irie, Albert Zeyer, Ralf Schlüter +1
cs.CLcs.LGarXiv:1905.04226v22019
Question Answering for Privacy Policies: Combining Computational and Legal Perspectives
Abhilasha Ravichander, Alan W Black, Shomir Wilson +2
cs.CLarXiv:1911.00841v12019
Document-Level $N$-ary Relation Extraction with Multiscale Representation Learning
Robin Jia, Cliff Wong, Hoifung Poon
cs.CLarXiv:1904.02347v32019
Measuring Bias in Contextualized Word Representations
Keita Kurita, Nidhi Vyas, Ayush Pareek +2
cs.CLarXiv:1906.07337v12019
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models
Sandeep Subramanian, Raymond Li, Jonathan Pilault +1
cs.CLarXiv:1909.03186v22019
TabFact: A Large-scale Dataset for Table-based Fact Verification
Wenhu Chen, Hongmin Wang, Jianshu Chen +5
cs.CLcs.AIarXiv:1909.02164v52019
Compositional generalization through meta sequence-to-sequence learning
Brenden M. Lake
cs.CLcs.AIcs.LGarXiv:1906.05381v22019
OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction
Xu Han, Tianyu Gao, Yuan Yao +3
cs.CLarXiv:1909.13078v12019
Massively Multilingual Neural Machine Translation
Roee Aharoni, Melvin Johnson, Orhan Firat
cs.CLarXiv:1903.00089v32019
Do NLP Models Know Numbers? Probing Numeracy in Embeddings
Eric Wallace, Yizhong Wang, Sujian Li +2
cs.CLcs.LGarXiv:1909.07940v22019
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment
Di Jin, Zhijing Jin, Joey Tianyi Zhou +1
cs.CLcs.AIcs.LGarXiv:1907.11932v62019
ACUTE-EVAL: Improved Dialogue Evaluation with Optimized Questions and Multi-turn Comparisons
Margaret Li, Jason Weston, Stephen Roller
cs.CLarXiv:1909.03087v12019

Computation and Language

CCMatrix: Mining Billions of High-Quality Parallel Sentences on the WEB

Adversarial training for multi-context joint entity and relation extraction

An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction

SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing

ScisummNet: A Large Annotated Corpus and Content-Impact Models for Scientific Paper Summarization with Citation Networks

BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension

How Context Affects Language Models' Factual Predictions

Sign Language Transformers: Joint End-to-end Sign Language Recognition and Translation

Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers

Introducing the VoicePrivacy Initiative

Few-shot Text Classification with Distributional Signatures

DeeBERT: Dynamic Early Exiting for Accelerating BERT Inference

Fine-Grained Analysis of Propaganda in News Articles

TACRED Revisited: A Thorough Evaluation of the TACRED Relation Extraction Task

TyDi QA: A Benchmark for Information-Seeking Question Answering in Typologically Diverse Languages

Beat the AI: Investigating Adversarial Human Annotation for Reading Comprehension

KagNet: Knowledge-Aware Graph Networks for Commonsense Reasoning

ReClor: A Reading Comprehension Dataset Requiring Logical Reasoning

Pre-training Tasks for Embedding-based Large-scale Retrieval

SpanBERT: Improving Pre-training by Representing and Predicting Spans

Facebook FAIR's WMT19 News Translation Task Submission

SemEval-2013 Task 2: Sentiment Analysis in Twitter

Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning

A Primer in BERTology: What we know about how BERT works

BERTs of a feather do not generalize together: Large variability in generalization across models with similar test set performance

CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data

BPE-Dropout: Simple and Effective Subword Regularization

A BERT-Based Transfer Learning Approach for Hate Speech Detection in Online Social Media

Leveraging BERT for Extractive Text Summarization on Lectures

Task-Oriented Dialog Systems that Consider Multiple Appropriate Responses under the Same Context

K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters

SemEval-2014 Task 9: Sentiment Analysis in Twitter

WikiMatrix: Mining 135M Parallel Sentences in 1620 Language Pairs from Wikipedia

Coreference Resolution as Query-based Span Prediction

Generalization through Memorization: Nearest Neighbor Language Models

Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing

Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders

Classification and Clustering of Arguments with Contextualized Word Embeddings

PLATO: Pre-trained Dialogue Generation Model with Discrete Latent Variable

Benchmarking Zero-shot Text Classification: Datasets, Evaluation and Entailment Approach

Pretrained Language Models for Sequential Sentence Classification

Evaluating the Factual Consistency of Abstractive Text Summarization

A Just and Comprehensive Strategy for Using NLP to Address Online Abuse

How multilingual is Multilingual BERT?

ALRM: Agentic LLM for Robotic Manipulation

r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection

Suicidal Ideation Detection: A Review of Machine Learning Methods and Applications

BERT Rediscovers the Classical NLP Pipeline

Language Modeling with Deep Transformers

Question Answering for Privacy Policies: Combining Computational and Legal Perspectives

Document-Level $N$-ary Relation Extraction with Multiscale Representation Learning

Measuring Bias in Contextualized Word Representations

On Extractive and Abstractive Neural Document Summarization with Transformer Language Models

TabFact: A Large-scale Dataset for Table-based Fact Verification

Compositional generalization through meta sequence-to-sequence learning

OpenNRE: An Open and Extensible Toolkit for Neural Relation Extraction

Massively Multilingual Neural Machine Translation

Do NLP Models Know Numbers? Probing Numeracy in Embeddings

Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment

ACUTE-EVAL: Improved Dialogue Evaluation with Optimized Questions and Multi-turn Comparisons