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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1,081 to 1,140 of 11,260

Convolutional RNN: an Enhanced Model for Extracting Features from Sequential Data
Gil Keren, Björn Schuller
stat.MLcs.CLarXiv:1602.05875v32016
Scale Efficiently: Insights from Pre-training and Fine-tuning Transformers
Yi Tay, Mostafa Dehghani, Jinfeng Rao +7
cs.CLcs.AIcs.CVarXiv:2109.10686v22021
Do Androids Laugh at Electric Sheep? Humor "Understanding" Benchmarks from The New Yorker Caption Contest
Jack Hessel, Ana Marasović, Jena D. Hwang +5
cs.CLcs.CVarXiv:2209.06293v22022
Training Language Models with Memory Augmentation
Zexuan Zhong, Tao Lei, Danqi Chen
cs.CLcs.LGarXiv:2205.12674v32022
Investigating Backtranslation in Neural Machine Translation
Alberto Poncelas, Dimitar Shterionov, Andy Way +2
cs.CLarXiv:1804.06189v12018
State-of-the-art generalisation research in NLP: A taxonomy and review
Dieuwke Hupkes, Mario Giulianelli, Verna Dankers +17
cs.CLcs.AIarXiv:2210.03050v42022
Detecting Fake News with Capsule Neural Networks
Mohammad Hadi Goldani, Saeedeh Momtazi, Reza Safabakhsh
cs.CLcs.CYarXiv:2002.01030v12020
Continuous Speech Separation with Conformer
Sanyuan Chen, Yu Wu, Zhuo Chen +6
eess.AScs.CLarXiv:2008.05773v22020
Towards Automated ICD Coding Using Deep Learning
Haoran Shi, Pengtao Xie, Zhiting Hu +2
cs.CLarXiv:1711.04075v32017
Discourse-Aware Rumour Stance Classification in Social Media Using Sequential Classifiers
Arkaitz Zubiaga, Elena Kochkina, Maria Liakata +5
cs.CLcs.SIarXiv:1712.02223v12017
A Survey on Employing Large Language Models for Text-to-SQL Tasks
Liang Shi, Zhengju Tang, Nan Zhang +2
cs.CLarXiv:2407.15186v52024
Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions
Hanjie Chen, Zhouxiang Fang, Yash Singla +1
cs.CLarXiv:2402.18060v62024
The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction
Pratyusha Sharma, Jordan T. Ash, Dipendra Misra
cs.LGcs.AIcs.CLarXiv:2312.13558v12023
Sustainable Modular Debiasing of Language Models
Anne Lauscher, Tobias Lüken, Goran Glavaš
cs.CLarXiv:2109.03646v12021
Learning Structured Text Representations
Yang Liu, Mirella Lapata
cs.CLcs.AIarXiv:1705.09207v42017
LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding
Chuwei Luo, Yufan Shen, Zhaoqing Zhu +3
cs.CVcs.CLarXiv:2404.05225v12024
Embedding Multimodal Relational Data for Knowledge Base Completion
Pouya Pezeshkpour, Liyan Chen, Sameer Singh
cs.AIcs.CLstat.MLarXiv:1809.01341v22018
Head-Driven Phrase Structure Grammar Parsing on Penn Treebank
Junru Zhou, Hai Zhao
cs.CLarXiv:1907.02684v42019
Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade
Jiatao Gu, Xiang Kong
cs.CLarXiv:2012.15833v12020
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers
Zhenting Qi, Mingyuan Ma, Jiahang Xu +3
cs.CLarXiv:2408.06195v12024
FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging
Han Guo, Nazneen Fatema Rajani, Peter Hase +2
cs.LGcs.AIcs.CLarXiv:2012.15781v22020
Contrasting Linguistic Patterns in Human and LLM-Generated News Text
Alberto Muñoz-Ortiz, Carlos Gómez-Rodríguez, David Vilares
cs.CLarXiv:2308.09067v32023
Modeling Empathy and Distress in Reaction to News Stories
Sven Buechel, Anneke Buffone, Barry Slaff +2
cs.CLarXiv:1808.10399v12018
LLM Dataset Inference: Did you train on my dataset?
Pratyush Maini, Hengrui Jia, Nicolas Papernot +1
cs.LGcs.CLcs.CRarXiv:2406.06443v12024
CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions
Runtao Liu, Chenxi Liu, Yutong Bai +1
cs.CVcs.CLcs.LGarXiv:1901.00850v22019
RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction
Yew Ken Chia, Lidong Bing, Soujanya Poria +1
cs.CLarXiv:2203.09101v12022
AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts
Shaona Ghosh, Prasoon Varshney, Erick Galinkin +1
cs.LGcs.CLcs.CYarXiv:2404.05993v22024
Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning
Chongyu Fan, Jiancheng Liu, Licong Lin +4
cs.CLcs.AIcs.LGarXiv:2410.07163v42024
A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions
Ola Shorinwa, Zhiting Mei, Justin Lidard +2
cs.CLcs.AIarXiv:2412.05563v22024
Monotonic Multihead Attention
Xutai Ma, Juan Pino, James Cross +2
cs.CLarXiv:1909.12406v12019
Symbol Emergence in Robotics: A Survey
Tadahiro Taniguchi, Takayuki Nagai, Tomoaki Nakamura +3
cs.AIcs.CLcs.CVarXiv:1509.08973v12015
Generalization in Generation: A closer look at Exposure Bias
Florian Schmidt
cs.LGcs.CLstat.MLarXiv:1910.00292v22019
Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting
Xinyan Guan, Yanjiang Liu, Hongyu Lin +4
cs.CLarXiv:2311.13314v12023
Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation
Eva Vanmassenhove, Dimitar Shterionov, Matthew Gwilliam
cs.CLcs.AIcs.CYarXiv:2102.00287v12021
Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and Toxicity
Terry Yue Zhuo, Yujin Huang, Chunyang Chen +1
cs.CLcs.SEarXiv:2301.12867v42023
GPT-3-driven pedagogical agents for training children's curious question-asking skills
Rania Abdelghani, Yen-Hsiang Wang, Xingdi Yuan +4
cs.CLcs.HCarXiv:2211.14228v62022
An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels
Taylor Sorensen, Joshua Robinson, Christopher Michael Rytting +6
cs.CLcs.LGarXiv:2203.11364v12022
Including Signed Languages in Natural Language Processing
Kayo Yin, Amit Moryossef, Julie Hochgesang +2
cs.CLcs.AIcs.LGarXiv:2105.05222v22021
PARSER: Read in Parallel, Reason in Depth for Long-Context LLM Agents
Kun Li, Zexuan Qiu, Tianhua Zhang +2
cs.CLarXiv:2609.06702v12026
Discuss Before Moving: Visual Language Navigation via Multi-expert Discussions
Yuxing Long, Xiaoqi Li, Wenzhe Cai +1
cs.ROcs.AIcs.CLarXiv:2309.11382v12023
ZigMa: A DiT-style Zigzag Mamba Diffusion Model
Vincent Tao Hu, Stefan Andreas Baumann, Ming Gui +4
cs.CVcs.AIcs.CLarXiv:2403.13802v32024
Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs
Eugene Bagdasaryan, Tsung-Yin Hsieh, Ben Nassi +1
cs.CRcs.AIcs.CLarXiv:2307.10490v42023
WavLLM: Towards Robust and Adaptive Speech Large Language Model
Shujie Hu, Long Zhou, Shujie Liu +9
cs.CLcs.AIcs.SDarXiv:2404.00656v32024
A Survey of Deep Learning Techniques for Neural Machine Translation
Shuoheng Yang, Yuxin Wang, Xiaowen Chu
cs.CLarXiv:2002.07526v12020
A Teacher-Student Framework for Zero-Resource Neural Machine Translation
Yun Chen, Yang Liu, Yong Cheng +1
cs.CLarXiv:1705.00753v12017
Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation
Jungo Kasai, Nikolaos Pappas, Hao Peng +2
cs.CLarXiv:2006.10369v42020
Weather impacts expressed sentiment
Patrick Baylis, Nick Obradovich, Yury Kryvasheyeu +5
stat.APcs.CLarXiv:1709.00071v12017
UNKs Everywhere: Adapting Multilingual Language Models to New Scripts
Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych +1
cs.CLarXiv:2012.15562v32020
Analyzing Transformers in Embedding Space
Guy Dar, Mor Geva, Ankit Gupta +1
cs.CLcs.LGarXiv:2209.02535v32022
The VoicePrivacy 2020 Challenge: Results and findings
Natalia Tomashenko, Xin Wang, Emmanuel Vincent +11
cs.CLcs.SDeess.ASarXiv:2109.00648v42021
Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models
Matthew Finlayson, Aaron Mueller, Sebastian Gehrmann +3
cs.CLarXiv:2106.06087v32021
WARM: On the Benefits of Weight Averaged Reward Models
Alexandre Ramé, Nino Vieillard, Léonard Hussenot +4
cs.LGcs.AIcs.CLarXiv:2401.12187v12024
Drug Repurposing for COVID-19 via Knowledge Graph Completion
Rui Zhang, Dimitar Hristovski, Dalton Schutte +3
cs.CLcs.IRarXiv:2010.09600v22020
Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation
Mingjie Li, Fuyu Wang, Xiaojun Chang +1
cs.CVcs.CLeess.IVarXiv:2006.03744v12020
Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations
Lifan Yuan, Yangyi Chen, Ganqu Cui +6
cs.CLcs.CRcs.LGarXiv:2306.04618v22023
Progressive-Hint Prompting Improves Reasoning in Large Language Models
Chuanyang Zheng, Zhengying Liu, Enze Xie +2
cs.CLcs.LGarXiv:2304.09797v62023
Robust and fine-grained prosody control of end-to-end speech synthesis
Younggun Lee, Taesu Kim
cs.CLcs.LGcs.SDarXiv:1811.02122v22018
VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification
Zhibin Lu, Pan Du, Jian-Yun Nie
cs.CLcs.LGstat.MLarXiv:2004.05707v12020
In-Context Learning with Long-Context Models: An In-Depth Exploration
Amanda Bertsch, Maor Ivgi, Emily Xiao +4
cs.CLarXiv:2405.00200v22024
Integrating Stance Detection and Fact Checking in a Unified Corpus
Ramy Baly, Mitra Mohtarami, James Glass +3
cs.CLarXiv:1804.08012v12018

Computation and Language

Convolutional RNN: an Enhanced Model for Extracting Features from Sequential Data

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

Do Androids Laugh at Electric Sheep? Humor "Understanding" Benchmarks from The New Yorker Caption Contest

Training Language Models with Memory Augmentation

Investigating Backtranslation in Neural Machine Translation

State-of-the-art generalisation research in NLP: A taxonomy and review

Detecting Fake News with Capsule Neural Networks

Continuous Speech Separation with Conformer

Towards Automated ICD Coding Using Deep Learning

Discourse-Aware Rumour Stance Classification in Social Media Using Sequential Classifiers

A Survey on Employing Large Language Models for Text-to-SQL Tasks

Benchmarking Large Language Models on Answering and Explaining Challenging Medical Questions

The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction

Sustainable Modular Debiasing of Language Models

Learning Structured Text Representations

LayoutLLM: Layout Instruction Tuning with Large Language Models for Document Understanding

Embedding Multimodal Relational Data for Knowledge Base Completion

Head-Driven Phrase Structure Grammar Parsing on Penn Treebank

Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade

Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers

FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging

Contrasting Linguistic Patterns in Human and LLM-Generated News Text

Modeling Empathy and Distress in Reaction to News Stories

LLM Dataset Inference: Did you train on my dataset?

CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions

RelationPrompt: Leveraging Prompts to Generate Synthetic Data for Zero-Shot Relation Triplet Extraction

AEGIS: Online Adaptive AI Content Safety Moderation with Ensemble of LLM Experts

Simplicity Prevails: Rethinking Negative Preference Optimization for LLM Unlearning

A Survey on Uncertainty Quantification of Large Language Models: Taxonomy, Open Research Challenges, and Future Directions

Monotonic Multihead Attention

Symbol Emergence in Robotics: A Survey

Generalization in Generation: A closer look at Exposure Bias

Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-based Retrofitting

Machine Translationese: Effects of Algorithmic Bias on Linguistic Complexity in Machine Translation

Red teaming ChatGPT via Jailbreaking: Bias, Robustness, Reliability and Toxicity

GPT-3-driven pedagogical agents for training children's curious question-asking skills

An Information-theoretic Approach to Prompt Engineering Without Ground Truth Labels

Including Signed Languages in Natural Language Processing

PARSER: Read in Parallel, Reason in Depth for Long-Context LLM Agents

Discuss Before Moving: Visual Language Navigation via Multi-expert Discussions

ZigMa: A DiT-style Zigzag Mamba Diffusion Model

Abusing Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs

WavLLM: Towards Robust and Adaptive Speech Large Language Model

A Survey of Deep Learning Techniques for Neural Machine Translation

A Teacher-Student Framework for Zero-Resource Neural Machine Translation

Deep Encoder, Shallow Decoder: Reevaluating Non-autoregressive Machine Translation

Weather impacts expressed sentiment

UNKs Everywhere: Adapting Multilingual Language Models to New Scripts

Analyzing Transformers in Embedding Space

The VoicePrivacy 2020 Challenge: Results and findings

Causal Analysis of Syntactic Agreement Mechanisms in Neural Language Models

WARM: On the Benefits of Weight Averaged Reward Models

Drug Repurposing for COVID-19 via Knowledge Graph Completion

Auxiliary Signal-Guided Knowledge Encoder-Decoder for Medical Report Generation

Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations

Progressive-Hint Prompting Improves Reasoning in Large Language Models

Robust and fine-grained prosody control of end-to-end speech synthesis

VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification

In-Context Learning with Long-Context Models: An In-Depth Exploration

Integrating Stance Detection and Fact Checking in a Unified Corpus