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.

Search paper metadata (including unsummarized papers)

721 to 780 of 11,310

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
Are We on the Right Way to Assessing LLM-as-a-Judge?
Yuanning Feng, Sinan Wang, Zhengxiang Cheng +2
cs.CLcs.AIarXiv:2512.16041v12025
A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation
Dinghan Shen, Mingzhi Zheng, Yelong Shen +2
cs.CLcs.AIarXiv:2009.13818v22020
QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management
Weizhou Shen, Ziyi Yang, Chenliang Li +11
cs.CLarXiv:2512.12967v12025
Continual Learning in Task-Oriented Dialogue Systems
Andrea Madotto, Zhaojiang Lin, Zhenpeng Zhou +6
cs.CLcs.AIarXiv:2012.15504v12020
Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction
Oscar Sainz, Oier Lopez de Lacalle, Gorka Labaka +2
cs.CLarXiv:2109.03659v12021
Attention Is All You Need for KV Cache in Diffusion LLMs
Quan Nguyen-Tri, Mukul Ranjan, Zhiqiang Shen
cs.CLcs.AIcs.LGarXiv:2510.14973v22025
LongCat-Flash-Omni Technical Report
Meituan LongCat Team, Bairui Wang, Bayan +130
cs.MMcs.AIcs.CLarXiv:2511.00279v22025
Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution
Tianrui Qin, Qianben Chen, Sinuo Wang +10
cs.AIcs.CLarXiv:2509.25301v12025
PAN: A World Model for General, Actionable, and Long-Horizon World Simulation
PAN Team, Zihan Liu, Yi Gu +12
cs.CVcs.AIcs.CLarXiv:2511.09057v42025
See, Point, Fly: A Learning-Free VLM Framework for Universal Unmanned Aerial Navigation
Chih Yao Hu, Yang-Sen Lin, Yuna Lee +7
cs.ROcs.AIcs.CLarXiv:2509.22653v12025
Tongyi DeepResearch Technical Report
Tongyi DeepResearch Team, Baixuan Li, Bo Zhang +54
cs.CLcs.AIcs.IRarXiv:2510.24701v32025
Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence
Sean McLeish, Ang Li, John Kirchenbauer +7
cs.CLcs.AIcs.LGarXiv:2511.07384v12025
StructuralLM: Structural Pre-training for Form Understanding
Chenliang Li, Bin Bi, Ming Yan +4
cs.CLarXiv:2105.11210v12021
Agent-R1: A Unified and Modular Framework for Agentic Reinforcement Learning
Mingyue Cheng, Shuo Yu, Daoyu Wang +7
cs.CLarXiv:2511.14460v22025
LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts
Siyuan Wang, Gaokai Zhang, Li Lyna Zhang +4
cs.CLarXiv:2510.19363v22025
Training AI Co-Scientists Using Rubric Rewards
Shashwat Goel, Rishi Hazra, Dulhan Jayalath +8
cs.LGcs.CLcs.HCarXiv:2512.23707v12025
MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction
Zilin Xiao, Qi Ma, Mengting Gu +4
cs.IRcs.CLcs.CVarXiv:2509.18095v22025
Mem-α: Learning Memory Construction via Reinforcement Learning
Yu Wang, Ryuichi Takanobu, Zhiqi Liang +4
cs.CLarXiv:2509.25911v12025
Agentic Entropy-Balanced Policy Optimization
Guanting Dong, Licheng Bao, Zhongyuan Wang +11
cs.LGcs.AIcs.CLarXiv:2510.14545v12025
MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use
Zijian Wu, Xiangyan Liu, Xinyuan Zhang +12
cs.CLcs.AIarXiv:2509.24002v12025
Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed
Yonggan Fu, Lexington Whalen, Zhifan Ye +11
cs.CLcs.AIcs.LGarXiv:2512.14067v22025
Guided Self-Evolving LLMs with Minimal Human Supervision
Wenhao Yu, Zhenwen Liang, Chengsong Huang +4
cs.AIcs.CLcs.LGarXiv:2512.02472v12025
GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators
Jiacheng Guo, Ling Yang, Peter Chen +6
cs.CLarXiv:2512.19682v22025
VCRL: Variance-based Curriculum Reinforcement Learning for Large Language Models
Guochao Jiang, Wenfeng Feng, Guofeng Quan +4
cs.LGcs.CLarXiv:2509.19803v12025
OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System
Sunhao Dai, Jiakai Tang, Jiahua Wu +13
cs.IRcs.AIcs.CLarXiv:2509.18091v12025
Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm
Jingqi Tong, Yurong Mou, Hangcheng Li +11
cs.CVcs.CLarXiv:2511.04570v22025
Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn Search Agents
Guoqing Wang, Sunhao Dai, Guangze Ye +5
cs.CLcs.AIcs.LGarXiv:2510.14967v22025
Demystifying Reinforcement Learning in Agentic Reasoning
Zhaochen Yu, Ling Yang, Jiaru Zou +2
cs.CLarXiv:2510.11701v12025
FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark
Rongyao Fang, Aldrich Yu, Chengqi Duan +7
cs.CVcs.CLarXiv:2509.09680v12025
Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
Boxin Wang, Chankyu Lee, Nayeon Lee +9
cs.CLcs.AIcs.LGarXiv:2512.13607v22025
ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration
Hongjin Su, Shizhe Diao, Ximing Lu +13
cs.CLcs.AIcs.LGarXiv:2511.21689v12025
RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments
Zhiyuan Zeng, Hamish Ivison, Yiping Wang +14
cs.CLcs.LGarXiv:2511.07317v22025
Neural Extractive Text Summarization with Syntactic Compression
Jiacheng Xu, Greg Durrett
cs.CLarXiv:1902.00863v22019
Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem
Weixun Wang, XiaoXiao Xu, Wanhe An +87
cs.AIcs.CLarXiv:2512.24873v32025
Music Flamingo: Scaling Music Understanding in Audio Language Models
Sreyan Ghosh, Arushi Goel, Lasha Koroshinadze +8
eess.AScs.CLarXiv:2511.10289v12025
dInfer: An Efficient Inference Framework for Diffusion Language Models
Yuxin Ma, Lun Du, Lanning Wei +20
cs.CLcs.AIarXiv:2510.08666v32025
AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite
Jonathan Bragg, Mike D'Arcy, Nishant Balepur +36
cs.AIcs.CLarXiv:2510.21652v22025
FlowRL: Matching Reward Distributions for LLM Reasoning
Xuekai Zhu, Daixuan Cheng, Dinghuai Zhang +20
cs.LGcs.AIcs.CLarXiv:2509.15207v32025
Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark
Ziyu Guo, Xinyan Chen, Renrui Zhang +7
cs.CVcs.AIcs.CLarXiv:2510.26802v12025
jina-reranker-v3: Last but Not Late Interaction for Listwise Document Reranking
Feng Wang, Yuqing Li, Han Xiao
cs.CLcs.AIcs.IRarXiv:2509.25085v42025
A Survey of Race, Racism, and Anti-Racism in NLP
Anjalie Field, Su Lin Blodgett, Zeerak Waseem +1
cs.CLarXiv:2106.11410v22021
G$^2$VLM: Geometry Grounded Vision Language Model with Unified 3D Reconstruction and Spatial Reasoning
Wenbo Hu, Jingli Lin, Yilin Long +7
cs.CVcs.AIcs.CLarXiv:2511.21688v22025
OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe
Kaichen Zhang, Keming Wu, Zuhao Yang +6
cs.AIcs.CLarXiv:2511.16334v42025

Computation and Language

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

Are We on the Right Way to Assessing LLM-as-a-Judge?

A Simple but Tough-to-Beat Data Augmentation Approach for Natural Language Understanding and Generation

QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management

Continual Learning in Task-Oriented Dialogue Systems

Label Verbalization and Entailment for Effective Zero- and Few-Shot Relation Extraction

Attention Is All You Need for KV Cache in Diffusion LLMs

LongCat-Flash-Omni Technical Report

Flash-Searcher: Fast and Effective Web Agents via DAG-Based Parallel Execution

PAN: A World Model for General, Actionable, and Long-Horizon World Simulation

See, Point, Fly: A Learning-Free VLM Framework for Universal Unmanned Aerial Navigation

Tongyi DeepResearch Technical Report

Teaching Pretrained Language Models to Think Deeper with Retrofitted Recurrence

StructuralLM: Structural Pre-training for Form Understanding

Agent-R1: A Unified and Modular Framework for Agentic Reinforcement Learning

LoongRL: Reinforcement Learning for Advanced Reasoning over Long Contexts

Training AI Co-Scientists Using Rubric Rewards

MetaEmbed: Scaling Multimodal Retrieval at Test-Time with Flexible Late Interaction

Mem-α: Learning Memory Construction via Reinforcement Learning

Agentic Entropy-Balanced Policy Optimization

MCPMark: A Benchmark for Stress-Testing Realistic and Comprehensive MCP Use

Efficient-DLM: From Autoregressive to Diffusion Language Models, and Beyond in Speed

Guided Self-Evolving LLMs with Minimal Human Supervision

GenEnv: Difficulty-Aligned Co-Evolution Between LLM Agents and Environment Simulators

VCRL: Variance-based Curriculum Reinforcement Learning for Large Language Models

OnePiece: Bringing Context Engineering and Reasoning to Industrial Cascade Ranking System

Thinking with Video: Video Generation as a Promising Multimodal Reasoning Paradigm

Information Gain-based Policy Optimization: A Simple and Effective Approach for Multi-Turn Search Agents

Demystifying Reinforcement Learning in Agentic Reasoning

FLUX-Reason-6M & PRISM-Bench: A Million-Scale Text-to-Image Reasoning Dataset and Comprehensive Benchmark

Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models

ToolOrchestra: Elevating Intelligence via Efficient Model and Tool Orchestration

RLVE: Scaling Up Reinforcement Learning for Language Models with Adaptive Verifiable Environments

Neural Extractive Text Summarization with Syntactic Compression

Let It Flow: Agentic Crafting on Rock and Roll, Building the ROME Model within an Open Agentic Learning Ecosystem

Music Flamingo: Scaling Music Understanding in Audio Language Models

dInfer: An Efficient Inference Framework for Diffusion Language Models

AstaBench: Rigorous Benchmarking of AI Agents with a Scientific Research Suite

FlowRL: Matching Reward Distributions for LLM Reasoning

Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark

jina-reranker-v3: Last but Not Late Interaction for Listwise Document Reranking

A Survey of Race, Racism, and Anti-Racism in NLP

G$^2$VLM: Geometry Grounded Vision Language Model with Unified 3D Reconstruction and Spatial Reasoning

OpenMMReasoner: Pushing the Frontiers for Multimodal Reasoning with an Open and General Recipe