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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6,361 to 6,420 of 11,259

Large Language Models as General Pattern Machines
Suvir Mirchandani, Fei Xia, Pete Florence +6
cs.AIcs.CLcs.ROarXiv:2307.04721v22023
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little
Koustuv Sinha, Robin Jia, Dieuwke Hupkes +3
cs.CLcs.LGarXiv:2104.06644v22021
RobBERT: a Dutch RoBERTa-based Language Model
Pieter Delobelle, Thomas Winters, Bettina Berendt
cs.CLcs.LGarXiv:2001.06286v22020
Vulnerability Detection with Code Language Models: How Far Are We?
Yangruibo Ding, Yanjun Fu, Omniyyah Ibrahim +6
cs.SEcs.CLarXiv:2403.18624v22024
Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus
Iulian Vlad Serban, Alberto García-Durán, Caglar Gulcehre +4
cs.CLcs.AIcs.LGarXiv:1603.06807v22016
Efficient softmax approximation for GPUs
Edouard Grave, Armand Joulin, Moustapha Cissé +2
cs.CLcs.LGarXiv:1609.04309v32016
Improving CLIP Training with Language Rewrites
Lijie Fan, Dilip Krishnan, Phillip Isola +2
cs.CVcs.CLcs.LGarXiv:2305.20088v22023
EmotionLines: An Emotion Corpus of Multi-Party Conversations
Sheng-Yeh Chen, Chao-Chun Hsu, Chuan-Chun Kuo +3
cs.CLarXiv:1802.08379v22018
mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections
Chenliang Li, Haiyang Xu, Junfeng Tian +12
cs.CLcs.CVarXiv:2205.12005v22022
Training Millions of Personalized Dialogue Agents
Pierre-Emmanuel Mazaré, Samuel Humeau, Martin Raison +1
cs.CLarXiv:1809.01984v12018
Revisiting Self-Training for Neural Sequence Generation
Junxian He, Jiatao Gu, Jiajun Shen +1
cs.LGcs.CLstat.MLarXiv:1909.13788v32019
ScienceWorld: Is your Agent Smarter than a 5th Grader?
Ruoyao Wang, Peter Jansen, Marc-Alexandre Côté +1
cs.CLcs.AIarXiv:2203.07540v22022
PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction
Long Xing, Qidong Huang, Xiaoyi Dong +8
cs.CVcs.CLarXiv:2410.17247v22024
Compositional Vector Space Models for Knowledge Base Completion
Arvind Neelakantan, Benjamin Roth, Andrew McCallum
cs.CLstat.MLarXiv:1504.06662v22015
Conversational AI: The Science Behind the Alexa Prize
Ashwin Ram, Rohit Prasad, Chandra Khatri +15
cs.AIcs.CLcs.CYarXiv:1801.03604v12018
Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs
Miguel Ballesteros, Chris Dyer, Noah A. Smith
cs.CLarXiv:1508.00657v22015
Measuring Attribution in Natural Language Generation Models
Hannah Rashkin, Vitaly Nikolaev, Matthew Lamm +7
cs.CLarXiv:2112.12870v22021
VisionZip: Longer is Better but Not Necessary in Vision Language Models
Senqiao Yang, Yukang Chen, Zhuotao Tian +4
cs.CVcs.AIcs.CLarXiv:2412.04467v22024
Image Captioning with Deep Bidirectional LSTMs
Cheng Wang, Haojin Yang, Christian Bartz +1
cs.CVcs.CLcs.MMarXiv:1604.00790v32016
Self-Evaluation Guided Beam Search for Reasoning
Yuxi Xie, Kenji Kawaguchi, Yiran Zhao +4
cs.CLcs.AIcs.LGarXiv:2305.00633v32023
On the Practical Computational Power of Finite Precision RNNs for Language Recognition
Gail Weiss, Yoav Goldberg, Eran Yahav
cs.LGcs.CLstat.MLarXiv:1805.04908v12018
Muppet: Massive Multi-task Representations with Pre-Finetuning
Armen Aghajanyan, Anchit Gupta, Akshat Shrivastava +3
cs.CLcs.LGarXiv:2101.11038v12021
Toward Multilingual Neural Machine Translation with Universal Encoder and Decoder
Thanh-Le Ha, Jan Niehues, Alexander Waibel
cs.CLarXiv:1611.04798v12016
Zero-Shot Video Question Answering via Frozen Bidirectional Language Models
Antoine Yang, Antoine Miech, Josef Sivic +2
cs.CVcs.CLcs.LGarXiv:2206.08155v22022
Hierarchical Open-Vocabulary 3D Scene Graphs for Language-Grounded Robot Navigation
Abdelrhman Werby, Chenguang Huang, Martin Büchner +2
cs.ROcs.AIcs.CLarXiv:2403.17846v22024
VisualGPT: Data-efficient Adaptation of Pretrained Language Models for Image Captioning
Jun Chen, Han Guo, Kai Yi +2
cs.CVcs.AIcs.CLarXiv:2102.10407v52021
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases
Zechun Liu, Changsheng Zhao, Forrest Iandola +9
cs.LGcs.AIcs.CLarXiv:2402.14905v22024
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing
Junyi Ao, Rui Wang, Long Zhou +11
eess.AScs.CLcs.LGarXiv:2110.07205v32021
HuaTuo: Tuning LLaMA Model with Chinese Medical Knowledge
Haochun Wang, Chi Liu, Nuwa Xi +4
cs.CLarXiv:2304.06975v12023
Portuguese Named Entity Recognition using BERT-CRF
Fábio Souza, Rodrigo Nogueira, Roberto Lotufo
cs.CLcs.IRcs.LGarXiv:1909.10649v22019
ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings
Shibo Hao, Tianyang Liu, Zhen Wang +1
cs.CLcs.LGarXiv:2305.11554v42023
The Geometry of Semantic Space: A Continuous Geometric Framework for the Transformer Architecture
Zhihua Liang
cond-mat.dis-nncs.CLcs.LGarXiv:2607.17146v12026
Decision support from financial disclosures with deep neural networks and transfer learning
Mathias Kraus, Stefan Feuerriegel
cs.CLarXiv:1710.03954v12017
Are Large Pre-Trained Language Models Leaking Your Personal Information?
Jie Huang, Hanyin Shao, Kevin Chen-Chuan Chang
cs.CLcs.AIcs.CRarXiv:2205.12628v22022
Mind the Gap: Assessing Temporal Generalization in Neural Language Models
Angeliki Lazaridou, Adhiguna Kuncoro, Elena Gribovskaya +11
cs.CLcs.AIarXiv:2102.01951v22021
Question Answering on Freebase via Relation Extraction and Textual Evidence
Kun Xu, Siva Reddy, Yansong Feng +2
cs.CLarXiv:1603.00957v32016
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity
Cunxiang Wang, Xiaoze Liu, Yuanhao Yue +13
cs.CLarXiv:2310.07521v32023
Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs
Oded Ovadia, Menachem Brief, Moshik Mishaeli +1
cs.AIcs.CLcs.LGarXiv:2312.05934v32023
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance
Qianqian Xie, Weiguang Han, Xiao Zhang +4
cs.CLcs.AIarXiv:2306.05443v12023
Debating with More Persuasive LLMs Leads to More Truthful Answers
Akbir Khan, John Hughes, Dan Valentine +7
cs.AIcs.CLarXiv:2402.06782v42024
Has Machine Translation Achieved Human Parity? A Case for Document-level Evaluation
Samuel Läubli, Rico Sennrich, Martin Volk
cs.CLarXiv:1808.07048v12018
Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks
Binxuan Huang, Kathleen M. Carley
cs.CLarXiv:1909.02606v12019
Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling
Kun Xu, Yansong Feng, Songfang Huang +1
cs.CLcs.LGarXiv:1506.07650v12015
Seamless: Multilingual Expressive and Streaming Speech Translation
Seamless Communication, Loïc Barrault, Yu-An Chung +62
cs.CLcs.SDeess.ASarXiv:2312.05187v12023
Unsupervised Speech Recognition
Alexei Baevski, Wei-Ning Hsu, Alexis Conneau +1
cs.CLcs.SDeess.ASarXiv:2105.11084v32021
Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization
Yu-Min Tseng, Yu-Chao Huang, Teng-Yun Hsiao +4
cs.CLarXiv:2406.01171v32024
Jailbreak Attacks and Defenses Against Large Language Models: A Survey
Sibo Yi, Yule Liu, Zhen Sun +5
cs.CRcs.AIcs.CLarXiv:2407.04295v22024
Pretraining Language Models with Human Preferences
Tomasz Korbak, Kejian Shi, Angelica Chen +5
cs.CLcs.LGarXiv:2302.08582v22023
LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities
Yuqi Zhu, Xiaohan Wang, Jing Chen +6
cs.CLcs.AIcs.DBarXiv:2305.13168v42023
"What is Relevant in a Text Document?": An Interpretable Machine Learning Approach
Leila Arras, Franziska Horn, Grégoire Montavon +2
cs.CLcs.IRcs.LGarXiv:1612.07843v12016
MUREL: Multimodal Relational Reasoning for Visual Question Answering
Remi Cadene, Hedi Ben-younes, Matthieu Cord +1
cs.CVcs.AIcs.CLarXiv:1902.09487v12019
MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues
Ge Bai, Jie Liu, Xingyuan Bu +8
cs.CLcs.AIarXiv:2402.14762v32024
Unit Test Case Generation with Transformers and Focal Context
Michele Tufano, Dawn Drain, Alexey Svyatkovskiy +2
cs.SEcs.CLcs.LGarXiv:2009.05617v22020
Discourse-Aware Neural Extractive Text Summarization
Jiacheng Xu, Zhe Gan, Yu Cheng +1
cs.CLarXiv:1910.14142v22019
Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization
Rajkumar Ramamurthy, Prithviraj Ammanabrolu, Kianté Brantley +5
cs.CLcs.LGarXiv:2210.01241v32022
Heterogeneous Graph Neural Networks for Extractive Document Summarization
Danqing Wang, Pengfei Liu, Yining Zheng +2
cs.CLarXiv:2004.12393v12020
Open Sesame: Getting Inside BERT's Linguistic Knowledge
Yongjie Lin, Yi Chern Tan, Robert Frank
cs.CLarXiv:1906.01698v12019
MathPrompter: Mathematical Reasoning using Large Language Models
Shima Imani, Liang Du, Harsh Shrivastava
cs.CLcs.AIarXiv:2303.05398v12023
Self-Attention Attribution: Interpreting Information Interactions Inside Transformer
Yaru Hao, Li Dong, Furu Wei +1
cs.CLarXiv:2004.11207v22020
emoji2vec: Learning Emoji Representations from their Description
Ben Eisner, Tim Rocktäschel, Isabelle Augenstein +2
cs.CLarXiv:1609.08359v22016

Computation and Language

Large Language Models as General Pattern Machines

Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little

RobBERT: a Dutch RoBERTa-based Language Model

Vulnerability Detection with Code Language Models: How Far Are We?

Generating Factoid Questions With Recurrent Neural Networks: The 30M Factoid Question-Answer Corpus

Efficient softmax approximation for GPUs

Improving CLIP Training with Language Rewrites

EmotionLines: An Emotion Corpus of Multi-Party Conversations

mPLUG: Effective and Efficient Vision-Language Learning by Cross-modal Skip-connections

Training Millions of Personalized Dialogue Agents

Revisiting Self-Training for Neural Sequence Generation

ScienceWorld: Is your Agent Smarter than a 5th Grader?

PyramidDrop: Accelerating Your Large Vision-Language Models via Pyramid Visual Redundancy Reduction

Compositional Vector Space Models for Knowledge Base Completion

Conversational AI: The Science Behind the Alexa Prize

Improved Transition-Based Parsing by Modeling Characters instead of Words with LSTMs

Measuring Attribution in Natural Language Generation Models

VisionZip: Longer is Better but Not Necessary in Vision Language Models

Image Captioning with Deep Bidirectional LSTMs

Self-Evaluation Guided Beam Search for Reasoning

On the Practical Computational Power of Finite Precision RNNs for Language Recognition

Muppet: Massive Multi-task Representations with Pre-Finetuning

Toward Multilingual Neural Machine Translation with Universal Encoder and Decoder

Zero-Shot Video Question Answering via Frozen Bidirectional Language Models

Hierarchical Open-Vocabulary 3D Scene Graphs for Language-Grounded Robot Navigation

VisualGPT: Data-efficient Adaptation of Pretrained Language Models for Image Captioning

MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases

SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing

HuaTuo: Tuning LLaMA Model with Chinese Medical Knowledge

Portuguese Named Entity Recognition using BERT-CRF

ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings

The Geometry of Semantic Space: A Continuous Geometric Framework for the Transformer Architecture

Decision support from financial disclosures with deep neural networks and transfer learning

Are Large Pre-Trained Language Models Leaking Your Personal Information?

Mind the Gap: Assessing Temporal Generalization in Neural Language Models

Question Answering on Freebase via Relation Extraction and Textual Evidence

Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity

Fine-Tuning or Retrieval? Comparing Knowledge Injection in LLMs

PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance

Debating with More Persuasive LLMs Leads to More Truthful Answers

Has Machine Translation Achieved Human Parity? A Case for Document-level Evaluation

Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks

Semantic Relation Classification via Convolutional Neural Networks with Simple Negative Sampling

Seamless: Multilingual Expressive and Streaming Speech Translation

Unsupervised Speech Recognition

Two Tales of Persona in LLMs: A Survey of Role-Playing and Personalization

Jailbreak Attacks and Defenses Against Large Language Models: A Survey

Pretraining Language Models with Human Preferences

LLMs for Knowledge Graph Construction and Reasoning: Recent Capabilities and Future Opportunities

"What is Relevant in a Text Document?": An Interpretable Machine Learning Approach

MUREL: Multimodal Relational Reasoning for Visual Question Answering

MT-Bench-101: A Fine-Grained Benchmark for Evaluating Large Language Models in Multi-Turn Dialogues

Unit Test Case Generation with Transformers and Focal Context

Discourse-Aware Neural Extractive Text Summarization

Is Reinforcement Learning (Not) for Natural Language Processing: Benchmarks, Baselines, and Building Blocks for Natural Language Policy Optimization

Heterogeneous Graph Neural Networks for Extractive Document Summarization

Open Sesame: Getting Inside BERT's Linguistic Knowledge

MathPrompter: Mathematical Reasoning using Large Language Models

Self-Attention Attribution: Interpreting Information Interactions Inside Transformer

emoji2vec: Learning Emoji Representations from their Description