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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4,921 to 4,980 of 11,252

Trust Your Guide Only When Certain: Uncertainty-Aware Sparse Alignment at Inference Time
Zeen Zhu, Zhuo Li, Weiyang Guo +4
cs.CLarXiv:2609.00624v12026
VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers
Sanyuan Chen, Shujie Liu, Long Zhou +6
cs.CLcs.SDeess.ASarXiv:2406.05370v22024
A Survey on Computational Propaganda Detection
Giovanni Da San Martino, Stefano Cresci, Alberto Barron-Cedeno +3
cs.CLcs.IRcs.LGarXiv:2007.08024v12020
Analysing Lexical Semantic Change with Contextualised Word Representations
Mario Giulianelli, Marco Del Tredici, Raquel Fernández
cs.CLcs.CYarXiv:2004.14118v12020
Towards Adversarial Attack on Vision-Language Pre-training Models
Jiaming Zhang, Qi Yi, Jitao Sang
cs.LGcs.CLcs.CVarXiv:2206.09391v22022
SeamlessM4T: Massively Multilingual & Multimodal Machine Translation
Seamless Communication, Loïc Barrault, Yu-An Chung +65
cs.CLarXiv:2308.11596v32023
Aligning Modalities in Vision Large Language Models via Preference Fine-tuning
Yiyang Zhou, Chenhang Cui, Rafael Rafailov +2
cs.LGcs.CLcs.CVarXiv:2402.11411v12024
BioRED: A Rich Biomedical Relation Extraction Dataset
Ling Luo, Po-Ting Lai, Chih-Hsuan Wei +2
cs.CLarXiv:2204.04263v22022
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval
Kexin Wang, Nandan Thakur, Nils Reimers +1
cs.CLcs.IRarXiv:2112.07577v32021
LLM-Driven Autonomous Vehicles Inherit Human Driver Biases in Pedestrian Yielding: Results and Implications From A New Benchmark
Irem Yoldas, Martim Brandão, Jie Zhang +1
cs.AIcs.CLcs.CVarXiv:2609.00192v12026
MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their Targets
Shraman Pramanick, Shivam Sharma, Dimitar Dimitrov +3
cs.MMcs.CLarXiv:2109.05184v22021
Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall
Jacqueline He, Howard Yen, Shuyue Stella Li +9
cs.CLarXiv:2609.01532v12026
HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction
Bhaskarjit Sarmah, Benika Hall, Rohan Rao +3
cs.CLcs.LGq-fin.STarXiv:2408.04948v12024
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
Dr. Claw: An AI Scientist Workspace for Vibe Research
Dingjie Song, Hanrong Zhang, Dawei Liu +10
cs.AIcs.CLcs.CVarXiv:2609.00365v12026
Learning and Evaluating General Linguistic Intelligence
Dani Yogatama, Cyprien de Masson d'Autume, Jerome Connor +8
cs.LGcs.CLstat.MLarXiv:1901.11373v12019
Self-Guided Contrastive Learning for BERT Sentence Representations
Taeuk Kim, Kang Min Yoo, Sang-goo Lee
cs.CLcs.AIarXiv:2106.07345v12021
Pre-training on high-resource speech recognition improves low-resource speech-to-text translation
Sameer Bansal, Herman Kamper, Karen Livescu +2
cs.CLarXiv:1809.01431v22018
Enoki: Efficient Multi-Level Hallucination Detection
Elisei Rykov, Timur Ionov, Nikolay Ivanov +5
cs.CLarXiv:2609.00581v12026
Assessing The Factual Accuracy of Generated Text
Ben Goodrich, Vinay Rao, Mohammad Saleh +1
cs.CLarXiv:1905.13322v22019
SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control
Xiaochuang Han, Sachin Kumar, Yulia Tsvetkov
cs.CLcs.LGarXiv:2210.17432v22022
ChatDev 2.0: A No-Code Multi-Agent Platform for Developing Everything
Yufan Dang, Shu Yao, Bowen Lai +6
cs.AIcs.CLcs.MAarXiv:2609.00714v12026
Zero-Shot Transfer Learning for Event Extraction
Lifu Huang, Heng Ji, Kyunghyun Cho +1
cs.CLarXiv:1707.01066v12017
Constructing Narrative Event Evolutionary Graph for Script Event Prediction
Zhongyang Li, Xiao Ding, Ting Liu
cs.AIcs.CLarXiv:1805.05081v22018
Hierarchical Recurrent Attention Network for Response Generation
Chen Xing, Wei Wu, Yu Wu +3
cs.CLarXiv:1701.07149v12017
It Takes Two to Match: Co-Evolving Generative Retriever with Reinforcement Learning
Runpeng Dai, Kaili Huang, Changsung Kang +1
cs.IRcs.CLarXiv:2609.00638v12026
The Interlingua Hypothesis: LLMs Translate via a Latent Task-agnostic Feature Space
Jacob Brinton, Jannik Brinkmann, Mark Crovella +1
cs.CLcs.AIarXiv:2609.00515v12026
From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step
Yuntian Deng, Yejin Choi, Stuart Shieber
cs.CLcs.AIcs.LGarXiv:2405.14838v12024
ExpertPrompting: Instructing Large Language Models to be Distinguished Experts
Benfeng Xu, An Yang, Junyang Lin +4
cs.CLcs.AIarXiv:2305.14688v22023
Instruction Induction: From Few Examples to Natural Language Task Descriptions
Or Honovich, Uri Shaham, Samuel R. Bowman +1
cs.CLarXiv:2205.10782v12022
Neural End-to-End Learning for Computational Argumentation Mining
Steffen Eger, Johannes Daxenberger, Iryna Gurevych
cs.CLarXiv:1704.06104v22017
Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints
Nikola Mrkšić, Ivan Vulić, Diarmuid Ó Séaghdha +5
cs.CLcs.AIcs.LGarXiv:1706.00374v12017
Evaluating Retrieval Quality in Retrieval-Augmented Generation
Alireza Salemi, Hamed Zamani
cs.CLcs.IRarXiv:2404.13781v12024
Online normalizer calculation for softmax
Maxim Milakov, Natalia Gimelshein
cs.PFcs.AIcs.CLarXiv:1805.02867v22018
Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness
Bo Li, Gexiang Fang, Yang Yang +4
cs.CLarXiv:2304.11633v12023
Getting Gender Right in Neural Machine Translation
Eva Vanmassenhove, Christian Hardmeier, Andy Way
cs.CLarXiv:1909.05088v12019
SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning
Ning Miao, Yee Whye Teh, Tom Rainforth
cs.AIcs.CLcs.LGarXiv:2308.00436v32023
Token-Budget-Aware LLM Reasoning
Tingxu Han, Zhenting Wang, Chunrong Fang +3
cs.CLcs.AIcs.LGarXiv:2412.18547v52024
Improving Referring Expression Grounding with Cross-modal Attention-guided Erasing
Xihui Liu, Zihao Wang, Jing Shao +2
cs.CVcs.CLarXiv:1903.00839v22019
Neural Machine Translation with Byte-Level Subwords
Changhan Wang, Kyunghyun Cho, Jiatao Gu
cs.CLarXiv:1909.03341v22019
Continuous diffusion for categorical data
Sander Dieleman, Laurent Sartran, Arman Roshannai +11
cs.CLcs.LGarXiv:2211.15089v32022
Radiology Report Generation with a Learned Knowledge Base and Multi-modal Alignment
Shuxin Yang, Xian Wu, Shen Ge +2
eess.IVcs.CLcs.CVarXiv:2112.15011v22021
Making Neural QA as Simple as Possible but not Simpler
Dirk Weissenborn, Georg Wiese, Laura Seiffe
cs.CLcs.AIcs.NEarXiv:1703.04816v32017
Charformer: Fast Character Transformers via Gradient-based Subword Tokenization
Yi Tay, Vinh Q. Tran, Sebastian Ruder +7
cs.CLcs.AIcs.LGarXiv:2106.12672v32021
The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models
Ronak Pradeep, Rodrigo Nogueira, Jimmy Lin
cs.IRcs.CLarXiv:2101.05667v12021
Towards Building Multilingual Language Model for Medicine
Pengcheng Qiu, Chaoyi Wu, Xiaoman Zhang +5
cs.CLarXiv:2402.13963v42024
Fact-Checking Complex Claims with Program-Guided Reasoning
Liangming Pan, Xiaobao Wu, Xinyuan Lu +4
cs.CLcs.AIarXiv:2305.12744v12023
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
WT5?! Training Text-to-Text Models to Explain their Predictions
Sharan Narang, Colin Raffel, Katherine Lee +3
cs.CLcs.LGarXiv:2004.14546v12020
Cold-start Active Learning through Self-supervised Language Modeling
Michelle Yuan, Hsuan-Tien Lin, Jordan Boyd-Graber
cs.CLcs.LGarXiv:2010.09535v22020
Monotonic Infinite Lookback Attention for Simultaneous Machine Translation
Naveen Arivazhagan, Colin Cherry, Wolfgang Macherey +5
cs.CLarXiv:1906.05218v12019
Cross-topic Argument Mining from Heterogeneous Sources Using Attention-based Neural Networks
Christian Stab, Tristan Miller, Iryna Gurevych
cs.CLarXiv:1802.05758v12018
Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System
Yixuan Su, Lei Shu, Elman Mansimov +4
cs.CLarXiv:2109.14739v22021
Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap
Xingyu Wu, Sheng-hao Wu, Jibin Wu +2
cs.NEcs.AIcs.CLarXiv:2401.10034v32024
Unsupervised Evaluation of Interactive Dialog with DialoGPT
Shikib Mehri, Maxine Eskenazi
cs.CLcs.AIcs.HCarXiv:2006.12719v12020
Sentiment and Sarcasm Classification with Multitask Learning
Navonil Majumder, Soujanya Poria, Haiyun Peng +3
cs.CLarXiv:1901.08014v22019
ProPILE: Probing Privacy Leakage in Large Language Models
Siwon Kim, Sangdoo Yun, Hwaran Lee +3
cs.CRcs.CLarXiv:2307.01881v12023
A Review on Language Models as Knowledge Bases
Badr AlKhamissi, Millicent Li, Asli Celikyilmaz +2
cs.CLcs.AIarXiv:2204.06031v12022
FlowTransformer: A Transformer Framework for Flow-based Network Intrusion Detection Systems
Liam Daly Manocchio, Siamak Layeghy, Wai Weng Lo +3
cs.CRcs.AIcs.CLarXiv:2304.14746v12023
aNMM: Ranking Short Answer Texts with Attention-Based Neural Matching Model
Liu Yang, Qingyao Ai, Jiafeng Guo +1
cs.IRcs.CLarXiv:1801.01641v22018

Computation and Language

Trust Your Guide Only When Certain: Uncertainty-Aware Sparse Alignment at Inference Time

VALL-E 2: Neural Codec Language Models are Human Parity Zero-Shot Text to Speech Synthesizers

A Survey on Computational Propaganda Detection

Analysing Lexical Semantic Change with Contextualised Word Representations

Towards Adversarial Attack on Vision-Language Pre-training Models

SeamlessM4T: Massively Multilingual & Multimodal Machine Translation

Aligning Modalities in Vision Large Language Models via Preference Fine-tuning

BioRED: A Rich Biomedical Relation Extraction Dataset

GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval

LLM-Driven Autonomous Vehicles Inherit Human Driver Biases in Pedestrian Yielding: Results and Implications From A New Benchmark

MOMENTA: A Multimodal Framework for Detecting Harmful Memes and Their Targets

Knowledge Distillation During Mid-Training Favors Reasoning over Factual Recall

HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction

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

Dr. Claw: An AI Scientist Workspace for Vibe Research

Learning and Evaluating General Linguistic Intelligence

Self-Guided Contrastive Learning for BERT Sentence Representations

Pre-training on high-resource speech recognition improves low-resource speech-to-text translation

Enoki: Efficient Multi-Level Hallucination Detection

Assessing The Factual Accuracy of Generated Text

SSD-LM: Semi-autoregressive Simplex-based Diffusion Language Model for Text Generation and Modular Control

ChatDev 2.0: A No-Code Multi-Agent Platform for Developing Everything

Zero-Shot Transfer Learning for Event Extraction

Constructing Narrative Event Evolutionary Graph for Script Event Prediction

Hierarchical Recurrent Attention Network for Response Generation

It Takes Two to Match: Co-Evolving Generative Retriever with Reinforcement Learning

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

From Explicit CoT to Implicit CoT: Learning to Internalize CoT Step by Step

ExpertPrompting: Instructing Large Language Models to be Distinguished Experts

Instruction Induction: From Few Examples to Natural Language Task Descriptions

Neural End-to-End Learning for Computational Argumentation Mining

Semantic Specialisation of Distributional Word Vector Spaces using Monolingual and Cross-Lingual Constraints

Evaluating Retrieval Quality in Retrieval-Augmented Generation

Online normalizer calculation for softmax

Evaluating ChatGPT's Information Extraction Capabilities: An Assessment of Performance, Explainability, Calibration, and Faithfulness

Getting Gender Right in Neural Machine Translation

SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning

Token-Budget-Aware LLM Reasoning

Improving Referring Expression Grounding with Cross-modal Attention-guided Erasing

Neural Machine Translation with Byte-Level Subwords

Continuous diffusion for categorical data

Radiology Report Generation with a Learned Knowledge Base and Multi-modal Alignment

Making Neural QA as Simple as Possible but not Simpler

Charformer: Fast Character Transformers via Gradient-based Subword Tokenization

The Expando-Mono-Duo Design Pattern for Text Ranking with Pretrained Sequence-to-Sequence Models

Towards Building Multilingual Language Model for Medicine

Fact-Checking Complex Claims with Program-Guided Reasoning

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

WT5?! Training Text-to-Text Models to Explain their Predictions

Cold-start Active Learning through Self-supervised Language Modeling

Monotonic Infinite Lookback Attention for Simultaneous Machine Translation

Cross-topic Argument Mining from Heterogeneous Sources Using Attention-based Neural Networks

Multi-Task Pre-Training for Plug-and-Play Task-Oriented Dialogue System

Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Unsupervised Evaluation of Interactive Dialog with DialoGPT

Sentiment and Sarcasm Classification with Multitask Learning

ProPILE: Probing Privacy Leakage in Large Language Models

A Review on Language Models as Knowledge Bases

FlowTransformer: A Transformer Framework for Flow-based Network Intrusion Detection Systems

aNMM: Ranking Short Answer Texts with Attention-Based Neural Matching Model