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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7,741 to 7,800 of 17,028

HealthBench: Evaluating Large Language Models Towards Improved Human Health
Rahul K. Arora, Jason Wei, Rebecca Soskin Hicks +9
cs.CLarXiv:2505.08775v12025
When Bad Data Leads to Good Models
Kenneth Li, Yida Chen, Fernanda Viégas +1
cs.LGcs.AIcs.CLarXiv:2505.04741v12025
Summaries:한국어
Seed-Coder: Let the Code Model Curate Data for Itself
ByteDance Seed, Yuyu Zhang, Jing Su +24
cs.CLcs.SEarXiv:2506.03524v22025
SHANKS: Simultaneous Hearing and Thinking for Spoken Language Models
Cheng-Han Chiang, Xiaofei Wang, Linjie Li +7
cs.CLeess.ASarXiv:2510.06917v22025
Understanding World or Predicting Future? A Comprehensive Survey of World Models
Jingtao Ding, Yunke Zhang, Yu Shang +12
cs.CLcs.AIcs.LGarXiv:2411.14499v42024
Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning
Shaokun Zhang, Yi Dong, Jieyu Zhang +6
cs.CLcs.AIarXiv:2505.00024v22025
GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding
Shijie Zhou, Viet Dac Lai, Hao Tan +4
cs.CVcs.AIcs.CLarXiv:2511.00810v42025
VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation
Kevin Qinghong Lin, Yuhao Zheng, Hangyu Ran +5
cs.CVcs.CLarXiv:2511.02778v12025
LLaMA-Omni2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis
Qingkai Fang, Yan Zhou, Shoutao Guo +2
cs.CLcs.AIcs.SDarXiv:2505.02625v12025
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT
Dongzhi Jiang, Ziyu Guo, Renrui Zhang +6
cs.CVcs.AIcs.CLarXiv:2505.00703v22025
Mechanistic Interpretability of Emotion Inference in Large Language Models
Ala N. Tak, Amin Banayeeanzade, Anahita Bolourani +3
cs.CLcs.AIarXiv:2502.05489v22025
Phi-4-reasoning Technical Report
Marah Abdin, Sahaj Agarwal, Ahmed Awadallah +20
cs.AIcs.CLarXiv:2504.21318v12025
GRACE: Generative Representation Learning via Contrastive Policy Optimization
Jiashuo Sun, Shixuan Liu, Zhaochen Su +6
cs.CLcs.AIcs.IRarXiv:2510.04506v12025
PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts
Yiming Wang, Pei Zhang, Jialong Tang +13
cs.CLarXiv:2504.18428v42025
SWE-smith: Scaling Data for Software Engineering Agents
John Yang, Kilian Lieret, Carlos E. Jimenez +7
cs.SEcs.AIcs.CLarXiv:2504.21798v22025
MVAN: Multi-View Attention Networks for Fake News Detection on Social Media
Shiwen Ni, Jiawen Li, Hung-Yu Kao
cs.CLarXiv:2506.01627v12025
A Language Agent for Autonomous Driving
Jiageng Mao, Junjie Ye, Yuxi Qian +2
cs.CVcs.AIcs.CLarXiv:2311.10813v42023
MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs
Jiarui Zhang, Mahyar Khayatkhoei, Prateek Chhikara +1
cs.CVcs.AIcs.CLarXiv:2502.17422v12025
O1 Replication Journey: A Strategic Progress Report -- Part 1
Yiwei Qin, Xuefeng Li, Haoyang Zou +8
cs.AIcs.CLarXiv:2410.18982v12024
Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale
Bowen Jiang, Zhuoqun Hao, Young-Min Cho +6
cs.CLarXiv:2504.14225v22025
ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking
Baixuan Li, Dingchu Zhang, Jialong Wu +9
cs.CLcs.AIarXiv:2510.24698v12025
Scalable Data Ablation Approximations for Language Models through Modular Training and Merging
Clara Na, Ian Magnusson, Ananya Harsh Jha +4
cs.CLcs.LGarXiv:2410.15661v12024
Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers
Jared Moore, Declan Grabb, William Agnew +4
cs.CLarXiv:2504.18412v12025
DiscoX: Benchmarking Discourse-Level Translation task in Expert Domains
Xiying Zhao, Zhoufutu Wen, Zhixuan Chen +20
cs.CLcs.AIarXiv:2511.10984v22025
Process Reward Models That Think
Muhammad Khalifa, Rishabh Agarwal, Lajanugen Logeswaran +5
cs.LGcs.AIcs.CLarXiv:2504.16828v52025
MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making
Yubin Kim, Chanwoo Park, Hyewon Jeong +7
cs.CLcs.AIcs.LGarXiv:2404.15155v32024
Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers
Wei Pang, Kevin Qinghong Lin, Xiangru Jian +2
cs.CVcs.AIcs.CLarXiv:2505.21497v22025
Many-Shot In-Context Learning
Rishabh Agarwal, Avi Singh, Lei M. Zhang +12
cs.LGcs.AIcs.CLarXiv:2404.11018v32024
SPICE: Self-Play In Corpus Environments Improves Reasoning
Bo Liu, Chuanyang Jin, Seungone Kim +7
cs.CLarXiv:2510.24684v12025
VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction
Zhiwen Fan, Jian Zhang, Renjie Li +15
cs.CVcs.CLarXiv:2505.20279v52025
Every Activation Boosted: Scaling General Reasoner to 1 Trillion Open Language Foundation
Ling Team, Ang Li, Ben Liu +139
cs.CLcs.AIcs.LGarXiv:2510.22115v22025
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
A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems
Zixuan Ke, Fangkai Jiao, Yifei Ming +9
cs.AIcs.CLarXiv:2504.09037v42025
Evaluating the Diversity and Quality of LLM Generated Content
Alexander Shypula, Shuo Li, Botong Zhang +3
cs.CLcs.AIarXiv:2504.12522v22025
MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies
Shengding Hu, Yuge Tu, Xu Han +22
cs.CLcs.LGarXiv:2404.06395v32024
Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?
Yang Yue, Zhiqi Chen, Rui Lu +5
cs.AIcs.CLcs.CVarXiv:2504.13837v52025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models
Qinggang Zhang, Shengyuan Chen, Yuanchen Bei +9
cs.CLcs.AIcs.IRarXiv:2501.13958v32025
A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility
Andreas Hochlehnert, Hardik Bhatnagar, Vishaal Udandarao +3
cs.LGcs.CLarXiv:2504.07086v22025
Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents
Boyu Gou, Ruohan Wang, Boyuan Zheng +5
cs.AIcs.CLcs.CVarXiv:2410.05243v32024
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
Junfeng Fang, Houcheng Jiang, Kun Wang +5
cs.CLcs.AIarXiv:2410.02355v42024
Generative Language Models Exhibit Social Identity Biases
Tiancheng Hu, Yara Kyrychenko, Steve Rathje +3
cs.CLcs.CYarXiv:2310.15819v22023
Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis
Tianbao Xie, Jiaqi Deng, Xiaochuan Li +12
cs.AIcs.CLcs.CVarXiv:2505.13227v32025
Scaling LLM Multi-turn RL with End-to-end Summarization-based Context Management
Miao Lu, Weiwei Sun, Weihua Du +4
cs.CLcs.AIcs.LGarXiv:2510.06727v12025
Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
Matt Deitke, Christopher Clark, Sangho Lee +47
cs.CVcs.CLcs.LGarXiv:2409.17146v22024
Llama-Nemotron: Efficient Reasoning Models
Akhiad Bercovich, Itay Levy, Izik Golan +133
cs.CLcs.AIcs.LGarXiv:2505.00949v52025
ACEBench: Who Wins the Match Point in Tool Usage?
Chen Chen, Xinlong Hao, Weiwen Liu +13
cs.CLarXiv:2501.12851v82025
Multilingual Routing in Mixture-of-Experts
Lucas Bandarkar, Chenyuan Yang, Mohsen Fayyaz +2
cs.CLcs.AIcs.LGarXiv:2510.04694v22025
Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging
Joel Jang, Seungone Kim, Bill Yuchen Lin +6
cs.CLarXiv:2310.11564v12023
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning
Zayne Sprague, Fangcong Yin, Juan Diego Rodriguez +7
cs.CLcs.AIcs.LGarXiv:2409.12183v32024
Theory of Mind for Multi-Agent Collaboration via Large Language Models
Huao Li, Yu Quan Chong, Simon Stepputtis +4
cs.CLcs.AIarXiv:2310.10701v32023
Inducing Programmatic Skills for Agentic Tasks
Zora Zhiruo Wang, Apurva Gandhi, Graham Neubig +1
cs.CLarXiv:2504.06821v22025
IHEval: Evaluating Language Models on Following the Instruction Hierarchy
Zhihan Zhang, Shiyang Li, Zixuan Zhang +11
cs.CLarXiv:2502.08745v22025
APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay
Akshara Prabhakar, Zuxin Liu, Ming Zhu +12
cs.CLcs.AIcs.LGarXiv:2504.03601v42025
Pre-Training Multimodal Hallucination Detectors with Corrupted Grounding Data
Spencer Whitehead, Jacob Phillips, Sean Hendryx
cs.CLcs.CVarXiv:2409.00238v12024
TOUCAN: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments
Zhangchen Xu, Adriana Meza Soria, Shawn Tan +4
cs.LGcs.AIcs.CLarXiv:2510.01179v12025
Vulnerability Detection with Code Language Models: How Far Are We?
Yangruibo Ding, Yanjun Fu, Omniyyah Ibrahim +6
cs.SEcs.CLarXiv:2403.18624v22024
LLMs Get Lost In Multi-Turn Conversation
Philippe Laban, Hiroaki Hayashi, Yingbo Zhou +1
cs.CLcs.HCarXiv:2505.06120v12025
Command A: An Enterprise-Ready Large Language Model
Team Cohere, :, Aakanksha +227
cs.CLcs.AIcs.LGarXiv:2504.00698v22025
Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis
Haoyu Zhang, Yu Wang, Guanghao Yin +3
cs.AIcs.CLcs.CVarXiv:2310.05804v22023
Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models
Yunxin Li, Zhenyu Liu, Zitao Li +19
cs.CVcs.CLarXiv:2505.04921v22025

Computation and Language

HealthBench: Evaluating Large Language Models Towards Improved Human Health

When Bad Data Leads to Good Models

Seed-Coder: Let the Code Model Curate Data for Itself

SHANKS: Simultaneous Hearing and Thinking for Spoken Language Models

Understanding World or Predicting Future? A Comprehensive Survey of World Models

Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning

GUI-AIMA: Aligning Intrinsic Multimodal Attention with a Context Anchor for GUI Grounding

VCode: a Multimodal Coding Benchmark with SVG as Symbolic Visual Representation

LLaMA-Omni2: LLM-based Real-time Spoken Chatbot with Autoregressive Streaming Speech Synthesis

T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT

Mechanistic Interpretability of Emotion Inference in Large Language Models

Phi-4-reasoning Technical Report

GRACE: Generative Representation Learning via Contrastive Policy Optimization

PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts

SWE-smith: Scaling Data for Software Engineering Agents

MVAN: Multi-View Attention Networks for Fake News Detection on Social Media

A Language Agent for Autonomous Driving

MLLMs Know Where to Look: Training-free Perception of Small Visual Details with Multimodal LLMs

O1 Replication Journey: A Strategic Progress Report -- Part 1

Know Me, Respond to Me: Benchmarking LLMs for Dynamic User Profiling and Personalized Responses at Scale

ParallelMuse: Agentic Parallel Thinking for Deep Information Seeking

Scalable Data Ablation Approximations for Language Models through Modular Training and Merging

Expressing stigma and inappropriate responses prevents LLMs from safely replacing mental health providers

DiscoX: Benchmarking Discourse-Level Translation task in Expert Domains

Process Reward Models That Think

MDAgents: An Adaptive Collaboration of LLMs for Medical Decision-Making

Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers

Many-Shot In-Context Learning

SPICE: Self-Play In Corpus Environments Improves Reasoning

VLM-3R: Vision-Language Models Augmented with Instruction-Aligned 3D Reconstruction

Every Activation Boosted: Scaling General Reasoner to 1 Trillion Open Language Foundation

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

A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems

Evaluating the Diversity and Quality of LLM Generated Content

MiniCPM: Unveiling the Potential of Small Language Models with Scalable Training Strategies

Does Reinforcement Learning Really Incentivize Reasoning Capacity in LLMs Beyond the Base Model?

A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models

A Sober Look at Progress in Language Model Reasoning: Pitfalls and Paths to Reproducibility

Navigating the Digital World as Humans Do: Universal Visual Grounding for GUI Agents

AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models

Generative Language Models Exhibit Social Identity Biases

Scaling Computer-Use Grounding via User Interface Decomposition and Synthesis

Scaling LLM Multi-turn RL with End-to-end Summarization-based Context Management

Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models

Llama-Nemotron: Efficient Reasoning Models

ACEBench: Who Wins the Match Point in Tool Usage?

Multilingual Routing in Mixture-of-Experts

Personalized Soups: Personalized Large Language Model Alignment via Post-hoc Parameter Merging

To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning

Theory of Mind for Multi-Agent Collaboration via Large Language Models

Inducing Programmatic Skills for Agentic Tasks

IHEval: Evaluating Language Models on Following the Instruction Hierarchy

APIGen-MT: Agentic Pipeline for Multi-Turn Data Generation via Simulated Agent-Human Interplay

Pre-Training Multimodal Hallucination Detectors with Corrupted Grounding Data

TOUCAN: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments

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

LLMs Get Lost In Multi-Turn Conversation

Command A: An Enterprise-Ready Large Language Model

Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis

Perception, Reason, Think, and Plan: A Survey on Large Multimodal Reasoning Models