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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4,561 to 4,620 of 11,332

Probe Generalization as Subspace Selection for OOD Deception Detection
Daniel Yoo, Adrians Skapars
cs.CLarXiv:2609.02893v12026
Counterexamples as Feedback for Agent Self-Correction
Sidhesh Badrinarayan, Adithya Parthasarathy
cs.CLcs.AIarXiv:2609.02892v12026
SenseBERT: Driving Some Sense into BERT
Yoav Levine, Barak Lenz, Or Dagan +6
cs.CLcs.LGarXiv:1908.05646v22019
Before the Script, Set the Stage: How Worldview Simulation Amplifies Psychologically Grounded Persuasion in Multi-Turn Jailbreaking
Siyu Chen, Haoran Wang, Xiaojian Li +3
cs.CLcs.AIarXiv:2609.02414v12026
BharatGather: A Culturally-Informed Benchmark Dataset for Misinformation and Fake News Detection in Indian Public Events
Parth Bramhecha, Smit Deshmukh, Sairaj Bodhale +2
cs.CLcs.LGarXiv:2609.02895v12026
Personalizing Dialogue Agents via Meta-Learning
Zhaojiang Lin, Andrea Madotto, Chien-Sheng Wu +1
cs.CLcs.AIarXiv:1905.10033v12019
Text Segmentation as a Supervised Learning Task
Omri Koshorek, Adir Cohen, Noam Mor +2
cs.CLarXiv:1803.09337v12018
SFAD: Speculative Factuality-Aware Decoding
Guanqiao Chen, Di Wang, Lijie Hu
cs.CLarXiv:2609.00796v22026
SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild
Weihao Zeng, Yuzhen Huang, Qian Liu +4
cs.LGcs.AIcs.CLarXiv:2503.18892v32025
Scaling Near-Optimal SFT-RL Annotation Budget Allocation from Small to Large LLMs
Jingtan Wang, Arun Verma, Xiaoqiang Lin +4
cs.CLcs.AIcs.LGarXiv:2609.01573v12026
Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step
Li Zhong, Zilong Wang, Jingbo Shang
cs.SEcs.AIcs.CLarXiv:2402.16906v62024
GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning
Lakshya A Agrawal, Shangyin Tan, Dilara Soylu +14
cs.CLcs.AIcs.LGarXiv:2507.19457v22025
Sequence-to-Sequence Knowledge Graph Completion and Question Answering
Apoorv Saxena, Adrian Kochsiek, Rainer Gemulla
cs.CLcs.LGarXiv:2203.10321v12022
HealthBench: Evaluating Large Language Models Towards Improved Human Health
Rahul K. Arora, Jason Wei, Rebecca Soskin Hicks +9
cs.CLarXiv:2505.08775v12025
LIMO: Less is More for Reasoning
Yixin Ye, Zhen Huang, Yang Xiao +3
cs.CLcs.AIarXiv:2502.03387v32025
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
Chengyue Wu, Hao Zhang, Shuchen Xue +6
cs.CLarXiv:2505.22618v32025
The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models
Ganqu Cui, Yuchen Zhang, Jiacheng Chen +14
cs.LGcs.AIcs.CLarXiv:2505.22617v12025
MedGemma Technical Report
Andrew Sellergren, Sahar Kazemzadeh, Tiam Jaroensri +78
cs.AIcs.CLcs.CVarXiv:2507.05201v42025
Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models
Wenxuan Huang, Bohan Jia, Zijie Zhai +7
cs.CVcs.AIcs.CLarXiv:2503.06749v42025
Simple linear attention language models balance the recall-throughput tradeoff
Simran Arora, Sabri Eyuboglu, Michael Zhang +6
cs.CLcs.LGarXiv:2402.18668v22024
Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning
Shenzhi Wang, Le Yu, Chang Gao +15
cs.CLcs.AIcs.LGarXiv:2506.01939v22025
Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space
Chunyuan Li, Xiang Gao, Yuan Li +4
cs.CLcs.LGstat.MLarXiv:2004.04092v42020
MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations
Yubo Ma, Yuhang Zang, Liangyu Chen +13
cs.CVcs.CLarXiv:2407.01523v32024
Qwen3-Omni Technical Report
Jin Xu, Zhifang Guo, Hangrui Hu +35
cs.CLcs.AIcs.CVarXiv:2509.17765v12025
CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP
Qinyuan Ye, Bill Yuchen Lin, Xiang Ren
cs.CLcs.LGarXiv:2104.08835v22021
Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs
Microsoft, :, Abdelrahman Abouelenin +73
cs.CLcs.AIcs.LGarXiv:2503.01743v22025
Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models
Siyan Zhao, Zhihui Xie, Mengchen Liu +4
cs.LGcs.CLarXiv:2601.18734v32026
SCX Router: Streaming Zero-Shot Model Selection with a Decoder-KV Classifier and a Real-World Task Ontology
Ihor Stepanov, Aleksandr Smechov, Mykhailo Shtopko +2
cs.AIcs.CLarXiv:2609.02292v12026
Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment
Royi Rassin, Eran Hirsch, Daniel Glickman +3
cs.CLcs.CVarXiv:2306.08877v32023
BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents
Jason Wei, Zhiqing Sun, Spencer Papay +7
cs.CLarXiv:2504.12516v12025
UI-TARS: Pioneering Automated GUI Interaction with Native Agents
Yujia Qin, Yining Ye, Junjie Fang +32
cs.AIcs.CLcs.CVarXiv:2501.12326v12025
GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction
Oscar Sainz, Iker García-Ferrero, Rodrigo Agerri +3
cs.CLarXiv:2310.03668v52023
Dream 7B: Diffusion Large Language Models
Jiacheng Ye, Zhihui Xie, Lin Zheng +5
cs.CLarXiv:2508.15487v12025
RoboTwin 2.0: A Scalable Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation
Tianxing Chen, Zanxin Chen, Baijun Chen +23
cs.ROcs.AIcs.CLarXiv:2506.18088v22025
Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory
Prateek Chhikara, Dev Khant, Saket Aryan +2
cs.CLcs.AIarXiv:2504.19413v12025
MemeCULT-1K: Benchmarking South Asian Cultural Context and Humor Understanding of Multimodal Models
Tawsif Tashwar Dipto, Mehedi Ahamed, Radib Bin Kabir +5
cs.CLcs.CVarXiv:2609.01772v12026
Group Sequence Policy Optimization
Chujie Zheng, Shixuan Liu, Mingze Li +9
cs.LGcs.AIcs.CLarXiv:2507.18071v22025
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation
Tianyu Liu, Yizhe Zhang, Chris Brockett +4
cs.CLcs.AIarXiv:2104.08704v22021
Distilled Rapid Embedding Transfer (DRET): Parameter-Efficient Biomedical Domain Adaptation via Priority-Based Embedding Transfer
Girish Sundaram, Daniel Berleant
cs.CLarXiv:2609.02898v12026
Under the Hood: Using Diagnostic Classifiers to Investigate and Improve how Language Models Track Agreement Information
Mario Giulianelli, Jacqueline Harding, Florian Mohnert +2
cs.CLcs.AIarXiv:1808.08079v32018
DisclosureBeta: A Measurement-Channel Theory for Regime-Conditioned Betas from LLM-Read Risk Disclosures
Ping Kuen Wong
q-fin.RMcs.CLq-fin.GNarXiv:2609.02900v12026
Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling
Linyao Yang, Hongyang Chen, Zhao Li +2
cs.CLcs.AIarXiv:2306.11489v22023
RL-ADA: A World-Feedback Framework for Adversarially Robust Enterprise Dialogue Agents
Ram Narayanan, Harshit Rajgarhia, Abhishek Mukherji
cs.CLarXiv:2609.02902v12026
Dual-Form ASR: Semantics-Aware Inverse Text Normalization for Chinese Speech Recognition
Fengrun Zhang, Li Fu, Wangjin Zhou +3
cs.CLcs.SDarXiv:2609.02901v12026
SGD-KV: Summarization Guided KV Cache Compression
Zeyu Liu, Woomin Song, Xuandi Fu +5
cs.CLarXiv:2609.03235v12026
Investigating Linear Probe Robustness to Linguistic Register, Medical Specialty, and Corpus Shifts in Medical QA
Nishant Mishra, Ameen Abu-Hanna, Iacer Calixto
cs.CLcs.LGarXiv:2609.01361v12026
Creative Generation via Multi-Agent Debate: Does Debate Suppress Diversity?
Tien Anh Nguyen, Khanh-Binh Nguyen, Van Dai Do +2
cs.CLarXiv:2609.00683v12026
An Empirical Study of Mamba-based Language Models
Roger Waleffe, Wonmin Byeon, Duncan Riach +13
cs.LGcs.CLarXiv:2406.07887v12024
It's All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution
Rowan Hall Maudslay, Hila Gonen, Ryan Cotterell +1
cs.CLcs.CYarXiv:1909.00871v32019
TEIDAN: A Multilingual Multiparty Dialogue Corpus
Taiga Mori, Koji Inoue, Mikey Elmers +2
cs.CLcs.HCarXiv:2609.00802v12026
Learning to select data for transfer learning with Bayesian Optimization
Sebastian Ruder, Barbara Plank
cs.CLcs.LGarXiv:1707.05246v12017
TinyLLaVA: A Framework of Small-scale Large Multimodal Models
Baichuan Zhou, Ying Hu, Xi Weng +5
cs.LGcs.CLarXiv:2402.14289v12024
A-MEM: Agentic Memory for LLM Agents
Wujiang Xu, Zujie Liang, Kai Mei +3
cs.CLcs.HCarXiv:2502.12110v112025
Large Language Diffusion Models
Shen Nie, Fengqi Zhu, Zebin You +7
cs.CLcs.LGarXiv:2502.09992v32025
Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts
Lean Wang, Huazuo Gao, Chenggang Zhao +2
cs.LGcs.CLarXiv:2408.15664v12024
Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised
Stefanos Angelidis, Mirella Lapata
cs.CLcs.AIcs.LGarXiv:1808.08858v12018
Universal Self-Consistency for Large Language Model Generation
Xinyun Chen, Renat Aksitov, Uri Alon +7
cs.CLcs.AIarXiv:2311.17311v12023
Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
Yanzhao Zhang, Mingxin Li, Dingkun Long +9
cs.CLarXiv:2506.05176v32025
SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets
Parth Patwa, Gustavo Aguilar, Sudipta Kar +6
cs.CLarXiv:2008.04277v12020
Qwen2.5-Omni Technical Report
Jin Xu, Zhifang Guo, Jinzheng He +11
cs.CLcs.CVcs.SDarXiv:2503.20215v12025

Computation and Language

Probe Generalization as Subspace Selection for OOD Deception Detection

Counterexamples as Feedback for Agent Self-Correction

SenseBERT: Driving Some Sense into BERT

Before the Script, Set the Stage: How Worldview Simulation Amplifies Psychologically Grounded Persuasion in Multi-Turn Jailbreaking

BharatGather: A Culturally-Informed Benchmark Dataset for Misinformation and Fake News Detection in Indian Public Events

Personalizing Dialogue Agents via Meta-Learning

Text Segmentation as a Supervised Learning Task

SFAD: Speculative Factuality-Aware Decoding

SimpleRL-Zoo: Investigating and Taming Zero Reinforcement Learning for Open Base Models in the Wild

Scaling Near-Optimal SFT-RL Annotation Budget Allocation from Small to Large LLMs

Debug like a Human: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

GEPA: Reflective Prompt Evolution Can Outperform Reinforcement Learning

Sequence-to-Sequence Knowledge Graph Completion and Question Answering

HealthBench: Evaluating Large Language Models Towards Improved Human Health

LIMO: Less is More for Reasoning

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models

MedGemma Technical Report

Vision-R1: Incentivizing Reasoning Capability in Multimodal Large Language Models

Simple linear attention language models balance the recall-throughput tradeoff

Beyond the 80/20 Rule: High-Entropy Minority Tokens Drive Effective Reinforcement Learning for LLM Reasoning

Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space

MMLongBench-Doc: Benchmarking Long-context Document Understanding with Visualizations

Qwen3-Omni Technical Report

CrossFit: A Few-shot Learning Challenge for Cross-task Generalization in NLP

Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs

Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

SCX Router: Streaming Zero-Shot Model Selection with a Decoder-KV Classifier and a Real-World Task Ontology

Linguistic Binding in Diffusion Models: Enhancing Attribute Correspondence through Attention Map Alignment

BrowseComp: A Simple Yet Challenging Benchmark for Browsing Agents

UI-TARS: Pioneering Automated GUI Interaction with Native Agents

GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction

Dream 7B: Diffusion Large Language Models

RoboTwin 2.0: A Scalable Data Generator and Benchmark with Strong Domain Randomization for Robust Bimanual Robotic Manipulation

Mem0: Building Production-Ready AI Agents with Scalable Long-Term Memory

MemeCULT-1K: Benchmarking South Asian Cultural Context and Humor Understanding of Multimodal Models

Group Sequence Policy Optimization

A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation

Distilled Rapid Embedding Transfer (DRET): Parameter-Efficient Biomedical Domain Adaptation via Priority-Based Embedding Transfer

Under the Hood: Using Diagnostic Classifiers to Investigate and Improve how Language Models Track Agreement Information

DisclosureBeta: A Measurement-Channel Theory for Regime-Conditioned Betas from LLM-Read Risk Disclosures

Give Us the Facts: Enhancing Large Language Models with Knowledge Graphs for Fact-aware Language Modeling

RL-ADA: A World-Feedback Framework for Adversarially Robust Enterprise Dialogue Agents

Dual-Form ASR: Semantics-Aware Inverse Text Normalization for Chinese Speech Recognition

SGD-KV: Summarization Guided KV Cache Compression

Investigating Linear Probe Robustness to Linguistic Register, Medical Specialty, and Corpus Shifts in Medical QA

Creative Generation via Multi-Agent Debate: Does Debate Suppress Diversity?

An Empirical Study of Mamba-based Language Models

It's All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution

TEIDAN: A Multilingual Multiparty Dialogue Corpus

Learning to select data for transfer learning with Bayesian Optimization

TinyLLaVA: A Framework of Small-scale Large Multimodal Models

A-MEM: Agentic Memory for LLM Agents

Large Language Diffusion Models

Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts

Summarizing Opinions: Aspect Extraction Meets Sentiment Prediction and They Are Both Weakly Supervised

Universal Self-Consistency for Large Language Model Generation

Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models

SemEval-2020 Task 9: Overview of Sentiment Analysis of Code-Mixed Tweets

Qwen2.5-Omni Technical Report