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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601 to 660 of 11,233

Alignment-Free Text-Audiobox for Voice Dubbing and Full-Duplex Dialogue Synthesis
Sanyuan Chen, Min-Jae Hwang, Sho Inoue +12
cs.CLeess.ASarXiv:2609.03992v12026
CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning
Long Xing, Xiaoyi Dong, Yuhang Zang +6
cs.CVcs.AIcs.CLarXiv:2509.22647v12025
JPO: Juris Policy Optimization for Structured Legal Reasoning in Criminal Judgment Prediction
Zhaolu Kang, Yantao Liu, Tailong Luo +14
cs.CLarXiv:2608.29616v12026
Ovis2.5 Technical Report
Shiyin Lu, Yang Li, Yu Xia +39
cs.CVcs.AIcs.CLarXiv:2508.11737v12025
MM-RLHF: The Next Step Forward in Multimodal LLM Alignment
Yi-Fan Zhang, Tao Yu, Haochen Tian +17
cs.CLcs.CVarXiv:2502.10391v12025
Learning to (Learn at Test Time): RNNs with Expressive Hidden States
Yu Sun, Xinhao Li, Karan Dalal +9
cs.LGcs.AIcs.CLarXiv:2407.04620v42024
A Comparative Study of Pretrained Language Models for Long Clinical Text
Yikuan Li, Ramsey M. Wehbe, Faraz S. Ahmad +2
cs.CLcs.AIarXiv:2301.11847v12023
Teaching language models to support answers with verified quotes
Jacob Menick, Maja Trebacz, Vladimir Mikulik +8
cs.CLcs.LGarXiv:2203.11147v12022
Autoregressive Entity Retrieval
Nicola De Cao, Gautier Izacard, Sebastian Riedel +1
cs.CLcs.IRcs.LGarXiv:2010.00904v32020
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning
Maxime Chevalier-Boisvert, Dzmitry Bahdanau, Salem Lahlou +4
cs.AIcs.CLarXiv:1810.08272v42018
Depression and Self-Harm Risk Assessment in Online Forums
Andrew Yates, Arman Cohan, Nazli Goharian
cs.CLarXiv:1709.01848v12017
Argumentation Mining in User-Generated Web Discourse
Ivan Habernal, Iryna Gurevych
cs.CLarXiv:1601.02403v52016
Diffusion of Lexical Change in Social Media
Jacob Eisenstein, Brendan O'Connor, Noah A. Smith +1
cs.CLcs.SIphysics.soc-pharXiv:1210.5268v42012
Mining Meaning from Wikipedia
Olena Medelyan, David Milne, Catherine Legg +1
cs.AIcs.CLcs.IRarXiv:0809.4530v22008
Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies
Yuqiao Tan, Minzheng Wang, Shizhu He +6
cs.LGcs.AIcs.CLarXiv:2512.19673v32025
SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases
Yawei Sun, Lingling Zhang, Gong Cheng +1
cs.CLcs.AIarXiv:2003.13956v12020
EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition
Zaijing Li, Fengxiao Tang, Ming Zhao +1
cs.CLcs.SDeess.ASarXiv:2203.13504v12022
More Grounded Image Captioning by Distilling Image-Text Matching Model
Yuanen Zhou, Meng Wang, Daqing Liu +2
cs.CVcs.CLarXiv:2004.00390v12020
SHANKS: Simultaneous Hearing and Thinking for Spoken Language Models
Cheng-Han Chiang, Xiaofei Wang, Linjie Li +7
cs.CLeess.ASarXiv:2510.06917v22025
UserRL: Training Interactive User-Centric Agent via Reinforcement Learning
Cheng Qian, Zuxin Liu, Akshara Prabhakar +10
cs.AIcs.CLcs.LGarXiv:2509.19736v12025
Rethinking Sample Polarity in Reinforcement Learning with Verifiable Rewards
Xinyu Tang, Yuliang Zhan, Zhixun Li +5
cs.CLarXiv:2512.21625v12025
Latent Sketchpad: Sketching Visual Thoughts to Elicit Multimodal Reasoning in MLLMs
Huanyu Zhang, Wenshan Wu, Chengzu Li +9
cs.CVcs.CLarXiv:2510.24514v12025
Low-probability Tokens Sustain Exploration in Reinforcement Learning with Verifiable Reward
Guanhua Huang, Tingqiang Xu, Mingze Wang +7
cs.LGcs.CLarXiv:2510.03222v22025
Flip, Don't Shuffle: Watermarking LLMs at the Speed of Inference
Simone Ceppi, Ignacio Sanchez
cs.CRcs.CLcs.LGarXiv:2609.03844v12026
Beyond Majority Vote: Multi-Perspective Adjudication for Medical Hallucination Detection
Joe Cecil, Marjorie Freedman
cs.CLarXiv:2609.03953v12026
Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models
Pu Jian, Junhong Wu, Wei Sun +3
cs.CVcs.CLarXiv:2509.12132v12025
Med7: a transferable clinical natural language processing model for electronic health records
Andrey Kormilitzin, Nemanja Vaci, Qiang Liu +1
cs.CLcs.IRcs.LGarXiv:2003.01271v22020
MedQA-MM: Shortcuts Behind Medical Visual Reasoning
Benlu Wang, Yifan Zhang, Jiaqing Yu +7
cs.CVcs.CLarXiv:2609.03261v22026
Exploration vs Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward
Peter Chen, Xiaopeng Li, Ziniu Li +3
cs.LGcs.AIcs.CLarXiv:2512.16912v32025
Legibility is Not Interpretability: Comparing Judged and Actual Importance in Chain-Of-Thought Reasoning
Kevin Du, Alexander Hoyle, Laura Ruis +1
cs.CLcs.LGarXiv:2609.04194v12026
The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers
Dongxiang Zhang, Lei Wang, Luming Zhang +2
cs.CLarXiv:1808.07290v22018
Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization
Yang Li, Zhichen Dong, Yuhan Sun +9
cs.CLcs.LGarXiv:2510.13554v22025
ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization
Guoxin Chen, Jing Wu, Xinjie Chen +6
cs.CLarXiv:2510.24592v32025
From Next-Token to Next-Block: A Principled Adaptation Path for Diffusion LLMs
Yuchuan Tian, Yuchen Liang, Shuo Zhang +10
cs.CLcs.AIarXiv:2512.06776v22025
Deep Contextualized Acoustic Representations For Semi-Supervised Speech Recognition
Shaoshi Ling, Yuzong Liu, Julian Salazar +1
eess.AScs.CLcs.LGarXiv:1912.01679v22019
BERT-based Ranking for Biomedical Entity Normalization
Zongcheng Ji, Qiang Wei, Hua Xu
cs.IRcs.CLcs.LGarXiv:1908.03548v12019
NVIDIA Nemotron 3: Efficient and Open Intelligence
NVIDIA, :, Aaron Blakeman +356
cs.CLcs.AIcs.LGarXiv:2512.20856v12025
StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?
Yanxu Chen, Zijun Yao, Yantao Liu +5
cs.LGcs.CLarXiv:2510.02209v22025
Scaling Open-Ended Reasoning to Predict the Future
Nikhil Chandak, Shashwat Goel, Ameya Prabhu +2
cs.LGcs.CLarXiv:2512.25070v22025
Beyond Turn Limits: Training Deep Search Agents with Dynamic Context Window
Qiaoyu Tang, Hao Xiang, Le Yu +11
cs.CLarXiv:2510.08276v12025
Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone
Jiacheng Ye, Shansan Gong, Jiahui Gao +6
cs.CVcs.CLarXiv:2512.22615v22025
Code2Video: A Code-centric Paradigm for Educational Video Generation
Yanzhe Chen, Kevin Qinghong Lin, Mike Zheng Shou
cs.CVcs.AIcs.CLarXiv:2510.01174v12025
Neural Network-Based Abstract Generation for Opinions and Arguments
Lu Wang, Wang Ling
cs.CLarXiv:1606.02785v12016
Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space
Chengzhi Liu, Yuzhe Yang, Yue Fan +3
cs.CVcs.CLarXiv:2512.12623v32025
Neighborhood Matching Network for Entity Alignment
Yuting Wu, Xiao Liu, Yansong Feng +2
cs.CLarXiv:2005.05607v12020
DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning
Shih-Yang Liu, Xin Dong, Ximing Lu +9
cs.LGcs.AIcs.CLarXiv:2510.15110v12025
Multilingual Routing in Mixture-of-Experts
Lucas Bandarkar, Chenyuan Yang, Mohsen Fayyaz +2
cs.CLcs.AIcs.LGarXiv:2510.04694v22025
Learning to Optimize Multi-Objective Alignment Through Dynamic Reward Weighting
Yining Lu, Zilong Wang, Shiyang Li +6
cs.LGcs.CLarXiv:2509.11452v22025
On the Pitfalls of Measuring Emergent Communication
Ryan Lowe, Jakob Foerster, Y-Lan Boureau +2
cs.LGcs.AIcs.CLarXiv:1903.05168v12019
Paper2Video: Automatic Video Generation from Scientific Papers
Zeyu Zhu, Kevin Qinghong Lin, Mike Zheng Shou
cs.CVcs.AIcs.CLarXiv:2510.05096v22025
Correlational Neural Networks
Sarath Chandar, Mitesh M. Khapra, Hugo Larochelle +1
cs.CLcs.LGcs.NEarXiv:1504.07225v32015
PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning
Siqi Bao, Huang He, Fan Wang +6
cs.CLarXiv:2006.16779v42020
MoReBench: Evaluating Procedural and Pluralistic Moral Reasoning in Language Models, More than Outcomes
Yu Ying Chiu, Michael S. Lee, Rachel Calcott +17
cs.CLcs.AIcs.CYarXiv:2510.16380v22025
Remote Labor Index: Measuring AI Automation of Remote Work
Mantas Mazeika, Alice Gatti, Cristina Menghini +44
cs.LGcs.AIcs.CLarXiv:2510.26787v12025
O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents
Piaohong Wang, Motong Tian, Jiaxian Li +8
cs.CLarXiv:2511.13593v32025
CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards
Xiangyuan Xue, Yifan Zhou, Guibin Zhang +7
cs.CLcs.AIarXiv:2510.08529v22025
The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English
Francisco Guzmán, Peng-Jen Chen, Myle Ott +5
cs.CLarXiv:1902.01382v32019
ARE: Scaling Up Agent Environments and Evaluations
Romain Froger, Pierre Andrews, Matteo Bettini +21
cs.AIcs.CLarXiv:2509.17158v22025
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data
Yue Huang, Hang Hua, Yujun Zhou +11
cs.LGcs.AIcs.CLarXiv:2510.09781v12025
Learning Alignment for Multimodal Emotion Recognition from Speech
Haiyang Xu, Hui Zhang, Kun Han +3
cs.CLcs.SDeess.ASarXiv:1909.05645v22019

Computation and Language

Alignment-Free Text-Audiobox for Voice Dubbing and Full-Duplex Dialogue Synthesis

CapRL: Stimulating Dense Image Caption Capabilities via Reinforcement Learning

JPO: Juris Policy Optimization for Structured Legal Reasoning in Criminal Judgment Prediction

Ovis2.5 Technical Report

MM-RLHF: The Next Step Forward in Multimodal LLM Alignment

Learning to (Learn at Test Time): RNNs with Expressive Hidden States

A Comparative Study of Pretrained Language Models for Long Clinical Text

Teaching language models to support answers with verified quotes

Autoregressive Entity Retrieval

BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning

Depression and Self-Harm Risk Assessment in Online Forums

Argumentation Mining in User-Generated Web Discourse

Diffusion of Lexical Change in Social Media

Mining Meaning from Wikipedia

Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies

SPARQA: Skeleton-based Semantic Parsing for Complex Questions over Knowledge Bases

EmoCaps: Emotion Capsule based Model for Conversational Emotion Recognition

More Grounded Image Captioning by Distilling Image-Text Matching Model

SHANKS: Simultaneous Hearing and Thinking for Spoken Language Models

UserRL: Training Interactive User-Centric Agent via Reinforcement Learning

Rethinking Sample Polarity in Reinforcement Learning with Verifiable Rewards

Latent Sketchpad: Sketching Visual Thoughts to Elicit Multimodal Reasoning in MLLMs

Low-probability Tokens Sustain Exploration in Reinforcement Learning with Verifiable Reward

Flip, Don't Shuffle: Watermarking LLMs at the Speed of Inference

Beyond Majority Vote: Multi-Perspective Adjudication for Medical Hallucination Detection

Look Again, Think Slowly: Enhancing Visual Reflection in Vision-Language Models

Med7: a transferable clinical natural language processing model for electronic health records

MedQA-MM: Shortcuts Behind Medical Visual Reasoning

Exploration vs Exploitation: Rethinking RLVR through Clipping, Entropy, and Spurious Reward

Legibility is Not Interpretability: Comparing Judged and Actual Importance in Chain-Of-Thought Reasoning

The Gap of Semantic Parsing: A Survey on Automatic Math Word Problem Solvers

Attention Illuminates LLM Reasoning: The Preplan-and-Anchor Rhythm Enables Fine-Grained Policy Optimization

ReForm: Reflective Autoformalization with Prospective Bounded Sequence Optimization

From Next-Token to Next-Block: A Principled Adaptation Path for Diffusion LLMs

Deep Contextualized Acoustic Representations For Semi-Supervised Speech Recognition

BERT-based Ranking for Biomedical Entity Normalization

NVIDIA Nemotron 3: Efficient and Open Intelligence

StockBench: Can LLM Agents Trade Stocks Profitably In Real-world Markets?

Scaling Open-Ended Reasoning to Predict the Future

Beyond Turn Limits: Training Deep Search Agents with Dynamic Context Window

Dream-VL & Dream-VLA: Open Vision-Language and Vision-Language-Action Models with Diffusion Language Model Backbone

Code2Video: A Code-centric Paradigm for Educational Video Generation

Neural Network-Based Abstract Generation for Opinions and Arguments

Reasoning Within the Mind: Dynamic Multimodal Interleaving in Latent Space

Neighborhood Matching Network for Entity Alignment

DLER: Doing Length pEnalty Right - Incentivizing More Intelligence per Token via Reinforcement Learning

Multilingual Routing in Mixture-of-Experts

Learning to Optimize Multi-Objective Alignment Through Dynamic Reward Weighting

On the Pitfalls of Measuring Emergent Communication

Paper2Video: Automatic Video Generation from Scientific Papers

Correlational Neural Networks

PLATO-2: Towards Building an Open-Domain Chatbot via Curriculum Learning

MoReBench: Evaluating Procedural and Pluralistic Moral Reasoning in Language Models, More than Outcomes

Remote Labor Index: Measuring AI Automation of Remote Work

O-Mem: Omni Memory System for Personalized, Long Horizon, Self-Evolving Agents

CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards

The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-English

ARE: Scaling Up Agent Environments and Evaluations

Building a Foundational Guardrail for General Agentic Systems via Synthetic Data

Learning Alignment for Multimodal Emotion Recognition from Speech