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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5,221 to 5,280 of 11,259

Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study
Aditya Siddhant, Zachary C. Lipton
cs.CLcs.LGstat.MLarXiv:1808.05697v32018
Cost-Efficient Large Language Model Serving for Multi-turn Conversations with CachedAttention
Bin Gao, Zhuomin He, Puru Sharma +6
cs.CLcs.LGarXiv:2403.19708v32024
GUI-CC: Benchmarking Contextual Consistency of GUI World Models as Agent Environments
Lin Fu, Zheyuan Yang, Tianhui Zhang +5
cs.CLcs.AIarXiv:2609.00048v12026
Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description
Desmond Elliott, Stella Frank, Loïc Barrault +2
cs.CLcs.CVarXiv:1710.07177v12017
On Adversarial Examples for Character-Level Neural Machine Translation
Javid Ebrahimi, Daniel Lowd, Dejing Dou
cs.CLcs.AIarXiv:1806.09030v12018
Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data
Chaoyi Wu, Xiaoman Zhang, Ya Zhang +2
cs.CVcs.CLarXiv:2308.02463v52023
TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting
Haohai Sun, Jialun Zhong, Yunpu Ma +2
cs.LGcs.AIcs.CLarXiv:2109.04101v12021
JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction
Courtney Napoles, Keisuke Sakaguchi, Joel Tetreault
cs.CLarXiv:1702.04066v12017
TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis
Mathis Petrovich, Michael J. Black, Gül Varol
cs.CVcs.CLarXiv:2305.00976v22023
Explaining Answers with Entailment Trees
Bhavana Dalvi, Peter Jansen, Oyvind Tafjord +4
cs.CLcs.AIarXiv:2104.08661v32021
Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation
Shikhar Sharma, Layla El Asri, Hannes Schulz +1
cs.CLarXiv:1706.09799v12017
Compositional Chain-of-Thought Prompting for Large Multimodal Models
Chancharik Mitra, Brandon Huang, Trevor Darrell +1
cs.CVcs.AIcs.CLarXiv:2311.17076v32023
Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models
Mosh Levy, Alon Jacoby, Yoav Goldberg
cs.CLcs.AIarXiv:2402.14848v22024
Automatic Language Identification in Texts: A Survey
Tommi Jauhiainen, Marco Lui, Marcos Zampieri +2
cs.CLarXiv:1804.08186v22018
Word Emdeddings through Hellinger PCA
Rémi Lebret, Ronan Collobert
cs.CLcs.LGarXiv:1312.5542v32013
Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models
Natalie Shapira, Mosh Levy, Seyed Hossein Alavi +5
cs.CLarXiv:2305.14763v12023
AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments
Samuel Schmidgall, Rojin Ziaei, Carl Harris +3
cs.HCcs.CLarXiv:2405.07960v52024
Revisiting the "Video" in Video-Language Understanding
Shyamal Buch, Cristóbal Eyzaguirre, Adrien Gaidon +3
cs.CVcs.AIcs.CLarXiv:2206.01720v12022
A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction
Shamil Chollampatt, Hwee Tou Ng
cs.CLarXiv:1801.08831v12018
Structure-Grounded Pretraining for Text-to-SQL
Xiang Deng, Ahmed Hassan Awadallah, Christopher Meek +3
cs.CLcs.AIarXiv:2010.12773v32020
Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data
Wei Zhao, Liang Wang, Kewei Shen +2
cs.CLarXiv:1903.00138v32019
Do Multi-Sense Embeddings Improve Natural Language Understanding?
Jiwei Li, Dan Jurafsky
cs.CLarXiv:1506.01070v32015
Lipreading with Long Short-Term Memory
Michael Wand, Jan Koutník, Jürgen Schmidhuber
cs.CVcs.CLarXiv:1601.08188v12016
Emotion Intensities in Tweets
Saif M. Mohammad, Felipe Bravo-Marquez
cs.CLarXiv:1708.03696v12017
On the Reliability of Watermarks for Large Language Models
John Kirchenbauer, Jonas Geiping, Yuxin Wen +7
cs.LGcs.CLcs.CRarXiv:2306.04634v42023
Do Membership Inference Attacks Work on Large Language Models?
Michael Duan, Anshuman Suri, Niloofar Mireshghallah +7
cs.CLarXiv:2402.07841v22024
Dynamic Word Embeddings for Evolving Semantic Discovery
Zijun Yao, Yifan Sun, Weicong Ding +2
cs.CLstat.MLarXiv:1703.00607v22017
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review
Irene Li, Jessica Pan, Jeremy Goldwasser +10
cs.CLcs.AIarXiv:2107.02975v12021
Transfer Learning for Speech and Language Processing
Dong Wang, Thomas Fang Zheng
cs.CLcs.LGarXiv:1511.06066v12015
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
Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models
Wenhao Yu, Hongming Zhang, Xiaoman Pan +3
cs.CLcs.AIarXiv:2311.09210v22023
Yelp Dataset Challenge: Review Rating Prediction
Nabiha Asghar
cs.CLcs.IRcs.LGarXiv:1605.05362v12016
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!
Yubo Ma, Yixin Cao, YongChing Hong +1
cs.CLcs.AIarXiv:2303.08559v22023
Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration
Chenyang Lyu, Minghao Wu, Longyue Wang +5
cs.CLcs.AIcs.CVarXiv:2306.09093v12023
TABBIE: Pretrained Representations of Tabular Data
Hiroshi Iida, Dung Thai, Varun Manjunatha +1
cs.CLarXiv:2105.02584v12021
Understanding the Behaviors of BERT in Ranking
Yifan Qiao, Chenyan Xiong, Zhenghao Liu +1
cs.IRcs.CLarXiv:1904.07531v42019
Measuring Progress on Scalable Oversight for Large Language Models
Samuel R. Bowman, Jeeyoon Hyun, Ethan Perez +43
cs.HCcs.AIcs.CLarXiv:2211.03540v22022
EvoBrowseComp: Benchmarking Search Agents on Evolving Knowledge
Yunhan Wang, Jiaan Wang, Lianzhe Huang +2
cs.CLarXiv:2606.13120v12026
D-CORE: Incentivizing Task Decomposition in Large Reasoning Models for Complex Tool Use
Bowen Xu, Shaoyu Wu, Hao Jiang +4
cs.CLarXiv:2602.02160v12026
UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
Tianbao Xie, Chen Henry Wu, Peng Shi +20
cs.CLarXiv:2201.05966v32022
Tracking the World State with Recurrent Entity Networks
Mikael Henaff, Jason Weston, Arthur Szlam +2
cs.CLarXiv:1612.03969v32016
Structured Training for Neural Network Transition-Based Parsing
David Weiss, Chris Alberti, Michael Collins +1
cs.CLarXiv:1506.06158v12015
End-to-End Referring Video Object Segmentation with Multimodal Transformers
Adam Botach, Evgenii Zheltonozhskii, Chaim Baskin
cs.CVcs.CLcs.LGarXiv:2111.14821v22021
BB_twtr at SemEval-2017 Task 4: Twitter Sentiment Analysis with CNNs and LSTMs
Mathieu Cliche
cs.CLstat.MLarXiv:1704.06125v12017
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
Landmark Attention: Random-Access Infinite Context Length for Transformers
Amirkeivan Mohtashami, Martin Jaggi
cs.CLcs.LGarXiv:2305.16300v22023
HelpSteer2: Open-source dataset for training top-performing reward models
Zhilin Wang, Yi Dong, Olivier Delalleau +6
cs.CLcs.AIcs.LGarXiv:2406.08673v12024
Break It Down: A Question Understanding Benchmark
Tomer Wolfson, Mor Geva, Ankit Gupta +4
cs.CLarXiv:2001.11770v12020
Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering
Jing Zhang, Xiaokang Zhang, Jifan Yu +4
cs.CLarXiv:2202.13296v22022
Open-Domain Question Answering Goes Conversational via Question Rewriting
Raviteja Anantha, Svitlana Vakulenko, Zhucheng Tu +3
cs.IRcs.CLarXiv:2010.04898v32020
Detecting Hallucinated Content in Conditional Neural Sequence Generation
Chunting Zhou, Graham Neubig, Jiatao Gu +4
cs.CLcs.AIarXiv:2011.02593v32020
Can large language models replace humans in the systematic review process? Evaluating GPT-4's efficacy in screening and extracting data from peer-reviewed and grey literature in multiple languages
Qusai Khraisha, Sophie Put, Johanna Kappenberg +2
cs.CLcs.AIcs.LGarXiv:2310.17526v22023
Sparks: Inspiration for Science Writing using Language Models
Katy Ilonka Gero, Vivian Liu, Lydia B. Chilton
cs.HCcs.CLarXiv:2110.07640v12021
Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation
Emily Dinan, Angela Fan, Adina Williams +3
cs.CLarXiv:1911.03842v22019
Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View
Yiping Lu, Zhuohan Li, Di He +5
cs.LGcs.CLstat.MLarXiv:1906.02762v12019
DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task
Honglin Xiong, Sheng Wang, Yitao Zhu +5
cs.CLarXiv:2304.01097v22023
Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-Step
Liunian Harold Li, Jack Hessel, Youngjae Yu +3
cs.CLarXiv:2306.14050v22023
R-Zero: Self-Evolving Reasoning LLM from Zero Data
Chengsong Huang, Wenhao Yu, Xiaoyang Wang +6
cs.LGcs.AIcs.CLarXiv:2508.05004v42025
A Dependency-Based Neural Network for Relation Classification
Yang Liu, Furu Wei, Sujian Li +3
cs.CLcs.LGcs.NEarXiv:1507.04646v12015
Revisiting Low-Resource Neural Machine Translation: A Case Study
Rico Sennrich, Biao Zhang
cs.CLarXiv:1905.11901v12019

Computation and Language

Deep Bayesian Active Learning for Natural Language Processing: Results of a Large-Scale Empirical Study

Cost-Efficient Large Language Model Serving for Multi-turn Conversations with CachedAttention

GUI-CC: Benchmarking Contextual Consistency of GUI World Models as Agent Environments

Findings of the Second Shared Task on Multimodal Machine Translation and Multilingual Image Description

On Adversarial Examples for Character-Level Neural Machine Translation

Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

TimeTraveler: Reinforcement Learning for Temporal Knowledge Graph Forecasting

JFLEG: A Fluency Corpus and Benchmark for Grammatical Error Correction

TMR: Text-to-Motion Retrieval Using Contrastive 3D Human Motion Synthesis

Explaining Answers with Entailment Trees

Relevance of Unsupervised Metrics in Task-Oriented Dialogue for Evaluating Natural Language Generation

Compositional Chain-of-Thought Prompting for Large Multimodal Models

Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

Automatic Language Identification in Texts: A Survey

Word Emdeddings through Hellinger PCA

Clever Hans or Neural Theory of Mind? Stress Testing Social Reasoning in Large Language Models

AgentClinic: a multimodal agent benchmark to evaluate AI in simulated clinical environments

Revisiting the "Video" in Video-Language Understanding

A Multilayer Convolutional Encoder-Decoder Neural Network for Grammatical Error Correction

Structure-Grounded Pretraining for Text-to-SQL

Improving Grammatical Error Correction via Pre-Training a Copy-Augmented Architecture with Unlabeled Data

Do Multi-Sense Embeddings Improve Natural Language Understanding?

Lipreading with Long Short-Term Memory

Emotion Intensities in Tweets

On the Reliability of Watermarks for Large Language Models

Do Membership Inference Attacks Work on Large Language Models?

Dynamic Word Embeddings for Evolving Semantic Discovery

Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review

Transfer Learning for Speech and Language Processing

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

Chain-of-Note: Enhancing Robustness in Retrieval-Augmented Language Models

Yelp Dataset Challenge: Review Rating Prediction

Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples!

Macaw-LLM: Multi-Modal Language Modeling with Image, Audio, Video, and Text Integration

TABBIE: Pretrained Representations of Tabular Data

Understanding the Behaviors of BERT in Ranking

Measuring Progress on Scalable Oversight for Large Language Models

EvoBrowseComp: Benchmarking Search Agents on Evolving Knowledge

D-CORE: Incentivizing Task Decomposition in Large Reasoning Models for Complex Tool Use

UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models

Tracking the World State with Recurrent Entity Networks

Structured Training for Neural Network Transition-Based Parsing

End-to-End Referring Video Object Segmentation with Multimodal Transformers

BB_twtr at SemEval-2017 Task 4: Twitter Sentiment Analysis with CNNs and LSTMs

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

Landmark Attention: Random-Access Infinite Context Length for Transformers

HelpSteer2: Open-source dataset for training top-performing reward models

Break It Down: A Question Understanding Benchmark

Subgraph Retrieval Enhanced Model for Multi-hop Knowledge Base Question Answering

Open-Domain Question Answering Goes Conversational via Question Rewriting

Detecting Hallucinated Content in Conditional Neural Sequence Generation

Can large language models replace humans in the systematic review process? Evaluating GPT-4's efficacy in screening and extracting data from peer-reviewed and grey literature in multiple languages

Sparks: Inspiration for Science Writing using Language Models

Queens are Powerful too: Mitigating Gender Bias in Dialogue Generation

Understanding and Improving Transformer From a Multi-Particle Dynamic System Point of View

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

Symbolic Chain-of-Thought Distillation: Small Models Can Also "Think" Step-by-Step

R-Zero: Self-Evolving Reasoning LLM from Zero Data

A Dependency-Based Neural Network for Relation Classification

Revisiting Low-Resource Neural Machine Translation: A Case Study