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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18,481 to 18,540 of 18,979

Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph
Amrita Saha, Vardaan Pahuja, Mitesh M. Khapra +2
cs.CLarXiv:1801.10314v22018
The Revolution of Multimodal Large Language Models: A Survey
Davide Caffagni, Federico Cocchi, Luca Barsellotti +6
cs.CVcs.AIcs.CLarXiv:2402.12451v22024
CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization
Shuyang Cao, Lu Wang
cs.CLarXiv:2109.09209v12021
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models
Boyu Zhang, Hongyang Yang, Tianyu Zhou +2
cs.CLq-fin.STq-fin.TRarXiv:2310.04027v22023
Improving Health Literacy through Lay Summarization of Radiological Reports: An Evaluation of BioNER and Retrieval-Augmented Generation
Egecan Çelik Evgin, İlknur Karadeniz, Olcay Taner Yıldız
cs.CLarXiv:2609.02396v12026
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions
Yunshi Lan, Gaole He, Jinhao Jiang +3
cs.CLarXiv:2105.11644v12021
Generative Adversarial Transformers
Drew A. Hudson, C. Lawrence Zitnick
cs.CVcs.AIcs.CLarXiv:2103.01209v42021
How Can We Accelerate Progress Towards Human-like Linguistic Generalization?
Tal Linzen
cs.CLarXiv:2005.00955v12020
Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach
Jingjing Xu, Xu Sun, Qi Zeng +4
cs.CLarXiv:1805.05181v22018
Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks
Nathan Hartmann, Erick Fonseca, Christopher Shulby +3
cs.CLarXiv:1708.06025v12017
CrossNER: Evaluating Cross-Domain Named Entity Recognition
Zihan Liu, Yan Xu, Tiezheng Yu +5
cs.CLcs.AIarXiv:2012.04373v22020
MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training
Mingliang Zeng, Xu Tan, Rui Wang +3
cs.SDcs.CLcs.IRarXiv:2106.05630v12021
MESSY STREETS: A Benchmark for Geocoding Real-World Addresses
Edward Gaere, Florian von Wangenheim
cs.IRcs.CLarXiv:2609.01612v12026
text2ql: Multi-Target Natural Language Querying via a Language-Agnostic Intermediate Representation
Ritesh Kumar
cs.CLcs.AIcs.DBarXiv:2609.02115v12026
Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model
Wenhan Xiong, Jingfei Du, William Yang Wang +1
cs.CLarXiv:1912.09637v12019
Large Associative Memory Problem in Neurobiology and Machine Learning
Dmitry Krotov, John Hopfield
q-bio.NCcond-mat.dis-nncs.CLarXiv:2008.06996v32020
ExecRetrieval: Measuring the Functional-Correctness Gap in Code-Embedding Retrieval
Aaryan Kapoor, Md Abdullah Al Hafiz Khan
cs.SEcs.CLcs.IRarXiv:2609.01865v12026
Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks
Ningyu Zhang, Shumin Deng, Zhanlin Sun +4
cs.IRcs.AIcs.CLarXiv:1903.01306v12019
EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction
Yuling Shi, Zhensu Sun, Junsen Dong +3
cs.CLarXiv:2609.02783v12026
A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding
Yingzhi Wang, Abdelmoumene Boumadane, Abdelwahab Heba
cs.CLcs.NEcs.SDarXiv:2111.02735v32021
Medical Text Classification using Convolutional Neural Networks
Mark Hughes, Irene Li, Spyros Kotoulas +1
cs.CLarXiv:1704.06841v12017
A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis
Thanveer Shaik, Xiaohui Tao, Yan Li +4
cs.CLarXiv:2301.08826v12023
CompanionSim: Synthetic Data for Evaluating Anthropomorphism in Human-AI Relationships
Jacy Reese Anthis, Mark Díaz, Renee Shelby
cs.CYcs.AIcs.CLarXiv:2609.00250v12026
A Survey on Computational Propaganda Detection
Giovanni Da San Martino, Stefano Cresci, Alberto Barron-Cedeno +3
cs.CLcs.IRcs.LGarXiv:2007.08024v12020
GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing
Jian Guo, He He, Tong He +13
cs.LGcs.CLcs.CVarXiv:1907.04433v22019
The Interlingua Hypothesis: LLMs Translate via a Latent Task-agnostic Feature Space
Jacob Brinton, Jannik Brinkmann, Mark Crovella +1
cs.CLcs.AIarXiv:2609.00515v12026
Instruction Induction: From Few Examples to Natural Language Task Descriptions
Or Honovich, Uri Shaham, Samuel R. Bowman +1
cs.CLarXiv:2205.10782v12022
Getting Gender Right in Neural Machine Translation
Eva Vanmassenhove, Christian Hardmeier, Andy Way
cs.CLarXiv:1909.05088v12019
Making Neural QA as Simple as Possible but not Simpler
Dirk Weissenborn, Georg Wiese, Laura Seiffe
cs.CLcs.AIcs.NEarXiv:1703.04816v32017
Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning
Jesujoba O. Alabi, David Ifeoluwa Adelani, Marius Mosbach +1
cs.CLarXiv:2204.06487v32022
A Review on Language Models as Knowledge Bases
Badr AlKhamissi, Millicent Li, Asli Celikyilmaz +2
cs.CLcs.AIarXiv:2204.06031v12022
On the Dimensionality of Word Embedding
Zi Yin, Yuanyuan Shen
cs.LGcs.CLstat.MLarXiv:1812.04224v12018
Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation
Yan Xu, Ran Jia, Lili Mou +4
cs.CLcs.LGarXiv:1601.03651v22016
A Uniform Approach to Analogies, Synonyms, Antonyms, and Associations
Peter D. Turney
cs.CLcs.IRcs.LGarXiv:0809.0124v12008
CoLAKE: Contextualized Language and Knowledge Embedding
Tianxiang Sun, Yunfan Shao, Xipeng Qiu +4
cs.CLcs.AIarXiv:2010.00309v12020
Scaling Up Models and Data with $\texttt{t5x}$ and $\texttt{seqio}$
Adam Roberts, Hyung Won Chung, Anselm Levskaya +40
cs.LGcs.CLarXiv:2203.17189v12022
On decoder-only architecture for speech-to-text and large language model integration
Jian Wu, Yashesh Gaur, Zhuo Chen +8
eess.AScs.CLcs.SDarXiv:2307.03917v32023
Rapid Adaptation of Neural Machine Translation to New Languages
Graham Neubig, Junjie Hu
cs.CLarXiv:1808.04189v12018
An Emotional Analysis of False Information in Social Media and News Articles
Bilal Ghanem, Paolo Rosso, Francisco Rangel
cs.CLcs.IRcs.SIarXiv:1908.09951v12019
Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization
Xianjun Yang, Yan Li, Xinlu Zhang +2
cs.CLcs.AIarXiv:2302.08081v12023
Compressing Context to Enhance Inference Efficiency of Large Language Models
Yucheng Li, Bo Dong, Chenghua Lin +1
cs.CLarXiv:2310.06201v12023
Prompting Large Language Models with Speech Recognition Abilities
Yassir Fathullah, Chunyang Wu, Egor Lakomkin +9
eess.AScs.AIcs.CLarXiv:2307.11795v12023
CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages
Thuat Nguyen, Chien Van Nguyen, Viet Dac Lai +5
cs.CLcs.AIarXiv:2309.09400v12023
BLEU is Not Suitable for the Evaluation of Text Simplification
Elior Sulem, Omri Abend, Ari Rappoport
cs.CLarXiv:1810.05995v12018
ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning
Petter Törnberg
cs.CLcs.AIcs.SIarXiv:2304.06588v12023
On the Predictive Power of Neural Language Models for Human Real-Time Comprehension Behavior
Ethan Gotlieb Wilcox, Jon Gauthier, Jennifer Hu +2
cs.CLarXiv:2006.01912v12020
Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification
Timo Schick, Helmut Schmid, Hinrich Schütze
cs.CLcs.AIcs.LGarXiv:2010.13641v12020
When Are Tree Structures Necessary for Deep Learning of Representations?
Jiwei Li, Minh-Thang Luong, Dan Jurafsky +1
cs.AIcs.CLarXiv:1503.00185v52015
Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head Motion
Suzhen Wang, Lincheng Li, Yu Ding +2
cs.CVcs.CLarXiv:2107.09293v12021
Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation
Toan Q. Nguyen, David Chiang
cs.CLarXiv:1708.09803v22017
ESPnet-TTS: Unified, Reproducible, and Integratable Open Source End-to-End Text-to-Speech Toolkit
Tomoki Hayashi, Ryuichi Yamamoto, Katsuki Inoue +6
cs.CLeess.ASarXiv:1910.10909v22019
EM^2Mem: Event-Centric Multimodal Memory for Large Language Models
Yijun Chen, Yaqi Zheng, Yanya Li +11
cs.CLcs.AIcs.LGarXiv:2609.00551v12026
JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction
Courtney Napoles, Keisuke Sakaguchi, Joel Tetreault
cs.CLarXiv:1702.04066v12017
What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization?
Thomas Wang, Adam Roberts, Daniel Hesslow +5
cs.CLcs.LGstat.MLarXiv:2204.05832v12022
Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech
Michael Neumann, Ngoc Thang Vu
cs.CLarXiv:1706.00612v12017
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation
Emily Dinan, Angela Fan, Adina Williams +3
cs.CLarXiv:1911.03842v22019
DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task
Honglin Xiong, Sheng Wang, Yitao Zhu +5
cs.CLarXiv:2304.01097v22023
ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information
Zijun Sun, Xiaoya Li, Xiaofei Sun +6
cs.CLarXiv:2106.16038v32021
A Survey of Knowledge Enhanced Pre-trained Language Models
Linmei Hu, Zeyi Liu, Ziwang Zhao +3
cs.CLarXiv:2211.05994v42022
Convolutional Neural Networks for Toxic Comment Classification
Spiros V. Georgakopoulos, Sotiris K. Tasoulis, Aristidis G. Vrahatis +1
cs.CLcs.LGarXiv:1802.09957v12018

Computation and Language

Complex Sequential Question Answering: Towards Learning to Converse Over Linked Question Answer Pairs with a Knowledge Graph

The Revolution of Multimodal Large Language Models: A Survey

CLIFF: Contrastive Learning for Improving Faithfulness and Factuality in Abstractive Summarization

Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models

Improving Health Literacy through Lay Summarization of Radiological Reports: An Evaluation of BioNER and Retrieval-Augmented Generation

A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions

Generative Adversarial Transformers

How Can We Accelerate Progress Towards Human-like Linguistic Generalization?

Unpaired Sentiment-to-Sentiment Translation: A Cycled Reinforcement Learning Approach

Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks

CrossNER: Evaluating Cross-Domain Named Entity Recognition

MusicBERT: Symbolic Music Understanding with Large-Scale Pre-Training

MESSY STREETS: A Benchmark for Geocoding Real-World Addresses

text2ql: Multi-Target Natural Language Querying via a Language-Agnostic Intermediate Representation

Pretrained Encyclopedia: Weakly Supervised Knowledge-Pretrained Language Model

Large Associative Memory Problem in Neurobiology and Machine Learning

ExecRetrieval: Measuring the Functional-Correctness Gap in Code-Embedding Retrieval

Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks

EarlyEval: Cheaper Agent Evaluation via Early Outcome Prediction

A Fine-tuned Wav2vec 2.0/HuBERT Benchmark For Speech Emotion Recognition, Speaker Verification and Spoken Language Understanding

Medical Text Classification using Convolutional Neural Networks

A Review of the Trends and Challenges in Adopting Natural Language Processing Methods for Education Feedback Analysis

CompanionSim: Synthetic Data for Evaluating Anthropomorphism in Human-AI Relationships

A Survey on Computational Propaganda Detection

GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing

The Interlingua Hypothesis: LLMs Translate via a Latent Task-agnostic Feature Space

Instruction Induction: From Few Examples to Natural Language Task Descriptions

Getting Gender Right in Neural Machine Translation

Making Neural QA as Simple as Possible but not Simpler

Adapting Pre-trained Language Models to African Languages via Multilingual Adaptive Fine-Tuning

A Review on Language Models as Knowledge Bases

On the Dimensionality of Word Embedding

Improved Relation Classification by Deep Recurrent Neural Networks with Data Augmentation

A Uniform Approach to Analogies, Synonyms, Antonyms, and Associations

CoLAKE: Contextualized Language and Knowledge Embedding

Scaling Up Models and Data with $\texttt{t5x}$ and $\texttt{seqio}$

On decoder-only architecture for speech-to-text and large language model integration

Rapid Adaptation of Neural Machine Translation to New Languages

An Emotional Analysis of False Information in Social Media and News Articles

Exploring the Limits of ChatGPT for Query or Aspect-based Text Summarization

Compressing Context to Enhance Inference Efficiency of Large Language Models

Prompting Large Language Models with Speech Recognition Abilities

CulturaX: A Cleaned, Enormous, and Multilingual Dataset for Large Language Models in 167 Languages

BLEU is Not Suitable for the Evaluation of Text Simplification

ChatGPT-4 Outperforms Experts and Crowd Workers in Annotating Political Twitter Messages with Zero-Shot Learning

On the Predictive Power of Neural Language Models for Human Real-Time Comprehension Behavior

Automatically Identifying Words That Can Serve as Labels for Few-Shot Text Classification

When Are Tree Structures Necessary for Deep Learning of Representations?

Audio2Head: Audio-driven One-shot Talking-head Generation with Natural Head Motion

Transfer Learning across Low-Resource, Related Languages for Neural Machine Translation

ESPnet-TTS: Unified, Reproducible, and Integratable Open Source End-to-End Text-to-Speech Toolkit

EM^2Mem: Event-Centric Multimodal Memory for Large Language Models

JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction

What Language Model Architecture and Pretraining Objective Work Best for Zero-Shot Generalization?

Attentive Convolutional Neural Network based Speech Emotion Recognition: A Study on the Impact of Input Features, Signal Length, and Acted Speech

Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation

DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task

ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information

A Survey of Knowledge Enhanced Pre-trained Language Models

Convolutional Neural Networks for Toxic Comment Classification