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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3,301 to 3,360 of 11,253

Aristotle: IMO-level Automated Theorem Proving
Tudor Achim, Alex Best, Alberto Bietti +20
cs.AIcs.CLarXiv:2510.01346v22025
dParallel: Learnable Parallel Decoding for dLLMs
Zigeng Chen, Gongfan Fang, Xinyin Ma +2
cs.CLarXiv:2509.26488v12025
Vision Is Not Overhead: One-Pass Block Drafting for Lossless Speculative Decoding in Vision-Language Models
Jungseob Lee, Seongtae Hong, Dongyub Jude Lee +4
cs.AIcs.CLcs.CVarXiv:2609.00355v12026
A Survey of Word Embeddings Evaluation Methods
Amir Bakarov
cs.CLarXiv:1801.09536v12018
DiTAR: Diffusion Transformer Autoregressive Modeling for Speech Generation
Dongya Jia, Zhuo Chen, Jiawei Chen +8
eess.AScs.AIcs.CLarXiv:2502.03930v42025
Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL
Weizhen Li, Jianbo Lin, Zhuosong Jiang +27
cs.AIcs.CLarXiv:2508.13167v12025
SafeArena: Evaluating the Safety of Autonomous Web Agents
Ada Defne Tur, Nicholas Meade, Xing Han Lù +6
cs.LGcs.AIcs.CLarXiv:2503.04957v12025
Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning
DiJia Su, Hanlin Zhu, Yingchen Xu +3
cs.CLcs.AIcs.LGarXiv:2502.03275v22025
AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization
Mert Cemri, Shubham Agrawal, Akshat Gupta +9
cs.NEcs.AIcs.CLarXiv:2602.20133v12026
Vision-Language Models Do Not Understand Negation
Kumail Alhamoud, Shaden Alshammari, Yonglong Tian +4
cs.CVcs.CLarXiv:2501.09425v22025
MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning
Fuxiao Liu, Xiaoyang Wang, Wenlin Yao +5
cs.CLcs.AIarXiv:2311.10774v22023
Investigating Cultural Alignment of Large Language Models
Badr AlKhamissi, Muhammad ElNokrashy, Mai AlKhamissi +1
cs.CLcs.CYarXiv:2402.13231v22024
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
Same Semantics, Different Outcome: On the Modality Robustness of Multimodal LLMs under Knowledge Conflict
Jungyeon Lee, Yejin Yoon, Taeuk Kim
cs.CLarXiv:2609.00550v12026
Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning
Vaishnavi Shrivastava, Ahmed Awadallah, Vidhisha Balachandran +3
cs.CLcs.LGarXiv:2508.09726v12025
AgentEvolver: Towards Efficient Self-Evolving Agent System
Yunpeng Zhai, Shuchang Tao, Cheng Chen +10
cs.LGcs.AIcs.CLarXiv:2511.10395v12025
Neural Semantic Role Labeling with Dependency Path Embeddings
Michael Roth, Mirella Lapata
cs.CLarXiv:1605.07515v22016
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
Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies
Han Zhou, Xingchen Wan, Ruoxi Sun +5
cs.LGcs.AIcs.CLarXiv:2502.02533v22025
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
Weihao Xuan, Rui Yang, Heli Qi +29
cs.CLarXiv:2503.10497v22025
Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas
Shiqi Chen, Tongyao Zhu, Ruochen Zhou +7
cs.CLarXiv:2503.01773v32025
MLGym: A New Framework and Benchmark for Advancing AI Research Agents
Deepak Nathani, Lovish Madaan, Nicholas Roberts +14
cs.CLcs.AIcs.LGarXiv:2502.14499v12025
Inducing Programmatic Skills for Agentic Tasks
Zora Zhiruo Wang, Apurva Gandhi, Graham Neubig +1
cs.CLarXiv:2504.06821v22025
When Modality Gap Reduction Fails: Prediction-Level Hubness in CLIP
Shota Sato, Hajime Kiyama, Tosho Hirasawa +1
cs.CLcs.CVarXiv:2609.01103v12026
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension
Sanjay Subramanian, William Merrill, Trevor Darrell +3
cs.CVcs.CLarXiv:2204.05991v22022
Text Readability Assessment for Second Language Learners
Menglin Xia, Ekaterina Kochmar, Ted Briscoe
cs.CLarXiv:1906.07580v12019
How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions
Goran Glavas, Robert Litschko, Sebastian Ruder +1
cs.CLarXiv:1902.00508v12019
Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding
Xiaodong Liu, Pengcheng He, Weizhu Chen +1
cs.CLarXiv:1904.09482v12019
The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence
Tom Wollschläger, Jannes Elstner, Simon Geisler +3
cs.LGcs.AIcs.CLarXiv:2502.17420v22025
Memp: Exploring Agent Procedural Memory
Runnan Fang, Yuan Liang, Xiaobin Wang +6
cs.CLcs.AIcs.LGarXiv:2508.06433v42025
Perception-R1: Pioneering Perception Policy with Reinforcement Learning
En Yu, Kangheng Lin, Liang Zhao +11
cs.CVcs.CLarXiv:2504.07954v12025
Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains
Vighnesh Subramaniam, Yilun Du, Joshua B. Tenenbaum +3
cs.CLcs.AIcs.LGarXiv:2501.05707v22025
Beneath the Diff: Diagnosing and Mitigating Algorithmic Mode Collapse in Code-Level Autonomous Research Loops
Bowei He, Weixu Zhang, Yili Jin +1
cs.CLcs.SEarXiv:2609.00077v12026
NSIDDx: A Design Framework for Neuro-Symbolic, Practitioner-First Differential Diagnosis in Low-Resource Settings
Aarav Singh
cs.CLarXiv:2609.00256v12026
Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding
Xiaoyi Zhang, Zhaoyang Jia, Zongyu Guo +4
cs.CVcs.AIcs.CLarXiv:2505.18079v42025
Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning
Wenkai Yang, Shuming Ma, Yankai Lin +1
cs.CLcs.AIarXiv:2502.18080v22025
Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation
Sayash Kapoor, Benedikt Stroebl, Peter Kirgis +28
cs.AIcs.CLarXiv:2510.11977v12025
LLM Generated Persona is a Promise with a Catch
Ang Li, Haozhe Chen, Hongseok Namkoong +1
cs.CLcs.AIcs.CYarXiv:2503.16527v12025
Quasar: Datasets for Question Answering by Search and Reading
Bhuwan Dhingra, Kathryn Mazaitis, William W. Cohen
cs.CLcs.IRcs.LGarXiv:1707.03904v22017
MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems
Yannis Katsis, Sara Rosenthal, Kshitij Fadnis +7
cs.CLcs.AIarXiv:2501.03468v12025
NoLiMa: Long-Context Evaluation Beyond Literal Matching
Ali Modarressi, Hanieh Deilamsalehy, Franck Dernoncourt +4
cs.CLarXiv:2502.05167v32025
Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools
Junde Wu, Jiayuan Zhu, Yuyuan Liu +2
cs.AIcs.CLarXiv:2502.04644v22025
Rank1: Test-Time Compute for Reranking in Information Retrieval
Orion Weller, Kathryn Ricci, Eugene Yang +3
cs.IRcs.CLcs.LGarXiv:2502.18418v22025
EditReward: A Human-Aligned Reward Model for Instruction-Guided Image Editing
Keming Wu, Sicong Jiang, Max Ku +3
cs.CVcs.AIcs.CLarXiv:2509.26346v22025
jina-embeddings-v3: Multilingual Embeddings With Task LoRA
Saba Sturua, Isabelle Mohr, Mohammad Kalim Akram +8
cs.CLcs.AIcs.IRarXiv:2409.10173v32024
Supply-Chain Poisoning Attacks Against LLM Coding Agent Skill Ecosystems
Yubin Qu, Yi Liu, Tongcheng Geng +5
cs.CRcs.AIcs.CLarXiv:2604.03081v12026
An LLM Compiler for Parallel Function Calling
Sehoon Kim, Suhong Moon, Ryan Tabrizi +4
cs.CLarXiv:2312.04511v32023
Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions
Mourad Gridach, Jay Nanavati, Khaldoun Zine El Abidine +2
cs.CLarXiv:2503.08979v12025
A Web of Hate: Tackling Hateful Speech in Online Social Spaces
Haji Mohammad Saleem, Kelly P Dillon, Susan Benesch +1
cs.CLarXiv:1709.10159v12017
Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning
Baolin Peng, Xiujun Li, Lihong Li +4
cs.CLcs.AIcs.LGarXiv:1704.03084v32017
CausaLM: Causal Model Explanation Through Counterfactual Language Models
Amir Feder, Nadav Oved, Uri Shalit +1
cs.CLcs.AIcs.LGarXiv:2005.13407v52020
The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution
Junlong Li, Wenshuo Zhao, Jian Zhao +18
cs.CLcs.AIarXiv:2510.25726v22025
Continual Learning for Large Language Models: A Survey
Tongtong Wu, Linhao Luo, Yuan-Fang Li +3
cs.CLcs.LGarXiv:2402.01364v22024
Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models
Alon Albalak, Duy Phung, Nathan Lile +8
cs.LGcs.AIcs.CLarXiv:2502.17387v12025
SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models
Hongxing Li, Dingming Li, Zixuan Wang +7
cs.CVcs.AIcs.CLarXiv:2510.08531v12025
WMT24++: Expanding the Language Coverage of WMT24 to 55 Languages & Dialects
Daniel Deutsch, Eleftheria Briakou, Isaac Caswell +14
cs.CLarXiv:2502.12404v12025
SPICE: Self-Play In Corpus Environments Improves Reasoning
Bo Liu, Chuanyang Jin, Seungone Kim +7
cs.CLarXiv:2510.24684v12025
TWIX: a Two-Stage Approach for End-To-End Named Entity Recognition and Relation Extraction
Marco Martinelli, Laura Menotti
cs.CLarXiv:2609.00832v12026
DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning
Zhihong Shao, Yuxiang Luo, Chengda Lu +6
cs.AIcs.CLarXiv:2511.22570v12025
MVAN: Multi-View Attention Networks for Fake News Detection on Social Media
Shiwen Ni, Jiawen Li, Hung-Yu Kao
cs.CLarXiv:2506.01627v12025

Computation and Language

Aristotle: IMO-level Automated Theorem Proving

dParallel: Learnable Parallel Decoding for dLLMs

Vision Is Not Overhead: One-Pass Block Drafting for Lossless Speculative Decoding in Vision-Language Models

A Survey of Word Embeddings Evaluation Methods

DiTAR: Diffusion Transformer Autoregressive Modeling for Speech Generation

Chain-of-Agents: End-to-End Agent Foundation Models via Multi-Agent Distillation and Agentic RL

SafeArena: Evaluating the Safety of Autonomous Web Agents

Token Assorted: Mixing Latent and Text Tokens for Improved Language Model Reasoning

AdaEvolve: Adaptive LLM Driven Zeroth-Order Optimization

Vision-Language Models Do Not Understand Negation

MMC: Advancing Multimodal Chart Understanding with Large-scale Instruction Tuning

Investigating Cultural Alignment of Large Language Models

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

Same Semantics, Different Outcome: On the Modality Robustness of Multimodal LLMs under Knowledge Conflict

Sample More to Think Less: Group Filtered Policy Optimization for Concise Reasoning

AgentEvolver: Towards Efficient Self-Evolving Agent System

Neural Semantic Role Labeling with Dependency Path Embeddings

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

Multi-Agent Design: Optimizing Agents with Better Prompts and Topologies

MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation

Why Is Spatial Reasoning Hard for VLMs? An Attention Mechanism Perspective on Focus Areas

MLGym: A New Framework and Benchmark for Advancing AI Research Agents

Inducing Programmatic Skills for Agentic Tasks

When Modality Gap Reduction Fails: Prediction-Level Hubness in CLIP

ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension

Text Readability Assessment for Second Language Learners

How to (Properly) Evaluate Cross-Lingual Word Embeddings: On Strong Baselines, Comparative Analyses, and Some Misconceptions

Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding

The Geometry of Refusal in Large Language Models: Concept Cones and Representational Independence

Memp: Exploring Agent Procedural Memory

Perception-R1: Pioneering Perception Policy with Reinforcement Learning

Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains

Beneath the Diff: Diagnosing and Mitigating Algorithmic Mode Collapse in Code-Level Autonomous Research Loops

NSIDDx: A Design Framework for Neuro-Symbolic, Practitioner-First Differential Diagnosis in Low-Resource Settings

Deep Video Discovery: Agentic Search with Tool Use for Long-form Video Understanding

Towards Thinking-Optimal Scaling of Test-Time Compute for LLM Reasoning

Holistic Agent Leaderboard: The Missing Infrastructure for AI Agent Evaluation

LLM Generated Persona is a Promise with a Catch

Quasar: Datasets for Question Answering by Search and Reading

MTRAG: A Multi-Turn Conversational Benchmark for Evaluating Retrieval-Augmented Generation Systems

NoLiMa: Long-Context Evaluation Beyond Literal Matching

Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools

Rank1: Test-Time Compute for Reranking in Information Retrieval

EditReward: A Human-Aligned Reward Model for Instruction-Guided Image Editing

jina-embeddings-v3: Multilingual Embeddings With Task LoRA

Supply-Chain Poisoning Attacks Against LLM Coding Agent Skill Ecosystems

An LLM Compiler for Parallel Function Calling

Agentic AI for Scientific Discovery: A Survey of Progress, Challenges, and Future Directions

A Web of Hate: Tackling Hateful Speech in Online Social Spaces

Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning

CausaLM: Causal Model Explanation Through Counterfactual Language Models

The Tool Decathlon: Benchmarking Language Agents for Diverse, Realistic, and Long-Horizon Task Execution

Continual Learning for Large Language Models: A Survey

Big-Math: A Large-Scale, High-Quality Math Dataset for Reinforcement Learning in Language Models

SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models

WMT24++: Expanding the Language Coverage of WMT24 to 55 Languages & Dialects

SPICE: Self-Play In Corpus Environments Improves Reasoning

TWIX: a Two-Stage Approach for End-To-End Named Entity Recognition and Relation Extraction

DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning

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