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)

661 to 720 of 11,237

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
Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents
Jiawei Wang, Jiacai Liu, Yuqian Fu +7
cs.LGcs.CLarXiv:2509.09265v12025
MiMo-Embodied: X-Embodied Foundation Model Technical Report
Xiaoshuai Hao, Lei Zhou, Zhijian Huang +41
cs.ROcs.CLcs.CVarXiv:2511.16518v22025
VideoScore2: Think before You Score in Generative Video Evaluation
Xuan He, Dongfu Jiang, Ping Nie +21
cs.CVcs.AIcs.CLarXiv:2509.22799v12025
Context Gates for Neural Machine Translation
Zhaopeng Tu, Yang Liu, Zhengdong Lu +2
cs.CLarXiv:1608.06043v32016
Fara-7B: An Efficient Agentic Model for Computer Use
Ahmed Awadallah, Yash Lara, Raghav Magazine +9
cs.AIcs.CLcs.CVarXiv:2511.19663v12025
MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning
Weikang Shi, Aldrich Yu, Rongyao Fang +11
cs.CVcs.CLarXiv:2510.14958v12025
WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research
Zijian Li, Xin Guan, Bo Zhang +9
cs.CLarXiv:2509.13312v32025
PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support
Hao Sun, Zhenru Lin, Chujie Zheng +2
cs.CLarXiv:2106.01702v12021
Simple and Effective Zero-shot Cross-lingual Phoneme Recognition
Qiantong Xu, Alexei Baevski, Michael Auli
cs.CLcs.LGcs.SDarXiv:2109.11680v12021
Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR
Haobo Xu, Sirui Chen, Ruizhong Qiu +5
cs.CLarXiv:2603.24840v12026
Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models
Boyi Deng, Xu Wang, Yaoning Wang +15
cs.CLcs.LGarXiv:2605.11887v12026
Residual Energy-Based Models for Text Generation
Deng, Yuntian, Bakhtin, Anton, Ott, Myle +2
cs.CLcs.LGarXiv:2004.11714v12020
Scaling Agents via Continual Pre-training
Liangcai Su, Zhen Zhang, Guangyu Li +19
cs.CLarXiv:2509.13310v12025

Computation and Language

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

Harnessing Uncertainty: Entropy-Modulated Policy Gradients for Long-Horizon LLM Agents

MiMo-Embodied: X-Embodied Foundation Model Technical Report

VideoScore2: Think before You Score in Generative Video Evaluation

Context Gates for Neural Machine Translation

Fara-7B: An Efficient Agentic Model for Computer Use

MathCanvas: Intrinsic Visual Chain-of-Thought for Multimodal Mathematical Reasoning

WebWeaver: Structuring Web-Scale Evidence with Dynamic Outlines for Open-Ended Deep Research

PsyQA: A Chinese Dataset for Generating Long Counseling Text for Mental Health Support

Simple and Effective Zero-shot Cross-lingual Phoneme Recognition

Prune as You Generate: Online Rollout Pruning for Faster and Better RLVR

Qwen-Scope: Turning Sparse Features into Development Tools for Large Language Models

Residual Energy-Based Models for Text Generation

Scaling Agents via Continual Pre-training