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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3,121 to 3,180 of 11,250

SAMGPT: Text-free Graph Foundation Model for Multi-domain Pre-training and Cross-domain Adaptation
Xingtong Yu, Zechuan Gong, Chang Zhou +2
cs.CLcs.AIarXiv:2502.05424v22025
A Review of Keyphrase Extraction
Eirini Papagiannopoulou, Grigorios Tsoumakas
cs.CLcs.IRarXiv:1905.05044v22019
BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages
Shamsuddeen Hassan Muhammad, Nedjma Ousidhoum, Idris Abdulmumin +45
cs.CLarXiv:2502.11926v42025
PersianAnonymizer: Evaluating LLM-Labeled Training for Efficient NER-based Anonymization in Persian
Mohammad Hossein Shalchian, Mostafa Amiri, Amir Mahdi Sadeghzadeh
cs.CLarXiv:2609.00958v12026
MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models
Kailai Yang, Tianlin Zhang, Ziyan Kuang +3
cs.CLarXiv:2309.13567v32023
Energy Considerations of Large Language Model Inference and Efficiency Optimizations
Jared Fernandez, Clara Na, Vashisth Tiwari +3
cs.CLcs.LGarXiv:2504.17674v12025
r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection
Kai Nakamura, Sharon Levy, William Yang Wang
cs.CLcs.CYcs.IRarXiv:1911.03854v22019
SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience
Zeyi Sun, Ziyu Liu, Yuhang Zang +5
cs.AIcs.CLcs.CVarXiv:2508.04700v22025
JSONSchemaBench: A Rigorous Benchmark of Structured Outputs for Language Models
Saibo Geng, Hudson Cooper, Michał Moskal +6
cs.CLcs.AIarXiv:2501.10868v32025
Self-Harness: Harnesses That Improve Themselves
Hangfan Zhang, Shao Zhang, Kangcong Li +5
cs.CLarXiv:2606.09498v32026
MM-Spatial: Exploring 3D Spatial Understanding in Multimodal LLMs
Erik Daxberger, Nina Wenzel, David Griffiths +8
cs.CVcs.CLcs.LGarXiv:2503.13111v22025
ReasonIR: Training Retrievers for Reasoning Tasks
Rulin Shao, Rui Qiao, Varsha Kishore +8
cs.AIcs.CLcs.IRarXiv:2504.20595v12025
TxGemma: Efficient and Agentic LLMs for Therapeutics
Eric Wang, Samuel Schmidgall, Paul F. Jaeger +6
cs.AIcs.CLcs.LGarXiv:2504.06196v12025
Moving Down the Long Tail of Word Sense Disambiguation with Gloss-Informed Biencoders
Terra Blevins, Luke Zettlemoyer
cs.CLarXiv:2005.02590v22020
Self-Training Elicits Concise Reasoning in Large Language Models
Tergel Munkhbat, Namgyu Ho, Seo Hyun Kim +3
cs.CLcs.AIcs.LGarXiv:2502.20122v32025
MAGE: Machine-generated Text Detection in the Wild
Yafu Li, Qintong Li, Leyang Cui +6
cs.CLarXiv:2305.13242v32023
Poisoning Retrieval Corpora by Injecting Adversarial Passages
Zexuan Zhong, Ziqing Huang, Alexander Wettig +1
cs.CLcs.IRarXiv:2310.19156v12023
Value Over Language Model: Detecting Original Contribution in Writing
Vibhhu Sharma, Thorsten Joachims, Sarah Dean
cs.AIcs.CLarXiv:2609.00700v12026
AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories
Xing Han Lù, Amirhossein Kazemnejad, Nicholas Meade +7
cs.LGcs.AIcs.CLarXiv:2504.08942v22025
Generative Language Models Exhibit Social Identity Biases
Tiancheng Hu, Yara Kyrychenko, Steve Rathje +3
cs.CLcs.CYarXiv:2310.15819v22023
Retaining by Doing: The Role of On-Policy Data in Mitigating Forgetting
Howard Chen, Noam Razin, Karthik Narasimhan +1
cs.LGcs.CLarXiv:2510.18874v32025
An Empirical Study on Eliciting and Improving R1-like Reasoning Models
Zhipeng Chen, Yingqian Min, Beichen Zhang +10
cs.CLarXiv:2503.04548v12025
GPT Takes the Bar Exam
Michael Bommarito, Daniel Martin Katz
cs.CLcs.AIcs.LGarXiv:2212.14402v12022
Fin-R1: A Large Language Model for Financial Reasoning through Reinforcement Learning
Zhaowei Liu, Xin Guo, Zhi Yang +14
cs.CLarXiv:2503.16252v52025
A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions
Shailja Gupta, Rajesh Ranjan, Surya Narayan Singh
cs.CLcs.AIcs.IRarXiv:2410.12837v12024
Knowledge Graph-Guided Retrieval Augmented Generation
Xiangrong Zhu, Yuexiang Xie, Yi Liu +2
cs.CLcs.AIarXiv:2502.06864v12025
Proof or Bluff? Evaluating LLMs on 2025 USA Math Olympiad
Ivo Petrov, Jasper Dekoninck, Lyuben Baltadzhiev +5
cs.CLarXiv:2503.21934v52025
Modeling the Complexity and Descriptive Adequacy of Construction Grammars
Jonathan Dunn
cs.CLarXiv:1904.05588v12019
Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers
Wei Pang, Kevin Qinghong Lin, Xiangru Jian +2
cs.CVcs.AIcs.CLarXiv:2505.21497v22025
The emergence of number and syntax units in LSTM language models
Yair Lakretz, German Kruszewski, Theo Desbordes +3
cs.CLarXiv:1903.07435v22019
Critique-GRPO: Advancing LLM Reasoning with Natural Language and Numerical Feedback
Xiaoying Zhang, Yipeng Zhang, Hao Sun +4
cs.CLcs.AIarXiv:2506.03106v72025
LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs
Yunhui Xia, Wei Shen, Yan Wang +5
cs.LGcs.CLcs.SEarXiv:2504.14655v12025
Synthetic Data Generation Using Large Language Models: Advances in Text and Code
Mihai Nadas, Laura Diosan, Andreea Tomescu
cs.CLarXiv:2503.14023v22025
TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators
Jianling Li, Shangzhan Li, Zhenye Gao +9
cs.CLcs.LGarXiv:2502.14752v12025
Canary-1B-v2 & Parakeet-TDT-0.6B-v3: Efficient and High-Performance Models for Multilingual ASR and AST
Monica Sekoyan, Nithin Rao Koluguri, Nune Tadevosyan +5
cs.CLeess.ASarXiv:2509.14128v22025
Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces
Jiahang Cao, Jinyuan Fang, Zaiqiao Meng +1
cs.LGcs.AIcs.CLarXiv:2211.03536v22022
SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration
Keyan Ding, Jing Yu, Junjie Huang +3
cs.AIcs.CLarXiv:2507.20280v12025
Reward Shaping to Mitigate Reward Hacking in RLHF
Jiayi Fu, Xuandong Zhao, Chengyuan Yao +2
cs.LGcs.AIcs.CLarXiv:2502.18770v72025
Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation
Nasrin Mostafazadeh, Chris Brockett, Bill Dolan +4
cs.CLcs.AIcs.CVarXiv:1701.08251v22017
Systematic Inequalities in Language Technology Performance across the World's Languages
Damián Blasi, Antonios Anastasopoulos, Graham Neubig
cs.CLarXiv:2110.06733v12021
Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing
Yusu Qian, Eli Bocek-Rivele, Liangchen Song +5
cs.CVcs.CLcs.LGarXiv:2510.19808v12025
Compressed Chain of Thought: Efficient Reasoning Through Dense Representations
Jeffrey Cheng, Benjamin Van Durme
cs.CLarXiv:2412.13171v12024
Attention Strategies for Multi-Source Sequence-to-Sequence Learning
Jindřich Libovický, Jindřich Helcl
cs.CLcs.NEarXiv:1704.06567v12017
Factual Error Correction for Abstractive Summarization Models
Meng Cao, Yue Dong, Jiapeng Wu +1
cs.CLcs.AIarXiv:2010.08712v22020
Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond
Chongyu Fan, Jinghan Jia, Yihua Zhang +3
cs.LGcs.CLarXiv:2502.05374v42025
Attending to Characters in Neural Sequence Labeling Models
Marek Rei, Gamal K. O. Crichton, Sampo Pyysalo
cs.CLcs.LGcs.NEarXiv:1611.04361v12016
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing
Vedika Agarwal, Rakshith Shetty, Mario Fritz
cs.CVcs.CLcs.LGarXiv:1912.07538v32019
MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks
Suhana Bedi, Hejie Cui, Miguel Fuentes +78
cs.CLcs.AIarXiv:2505.23802v22025
Modeling Localness for Self-Attention Networks
Baosong Yang, Zhaopeng Tu, Derek F. Wong +3
cs.CLcs.AIarXiv:1810.10182v12018
AutoPresent: Designing Structured Visuals from Scratch
Jiaxin Ge, Zora Zhiruo Wang, Xuhui Zhou +8
cs.CVcs.CLarXiv:2501.00912v22025
GRPO-LEAD: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models
Jixiao Zhang, Chunsheng Zuo
cs.CLarXiv:2504.09696v22025
AnyEdit: Edit Any Knowledge Encoded in Language Models
Houcheng Jiang, Junfeng Fang, Ningyu Zhang +5
cs.CLarXiv:2502.05628v32025
ACECODER: Acing Coder RL via Automated Test-Case Synthesis
Huaye Zeng, Dongfu Jiang, Haozhe Wang +3
cs.SEcs.AIcs.CLarXiv:2502.01718v42025
OBJECTION! Lawyer Agents Mitigate Guilty Bias in Legal Judgment Prediction
Jaehoon Jeong, Jay-Yoon Lee
cs.CLcs.AIarXiv:2609.02158v12026
UTP-Bench: Uncertainty-aware Travel Planning Benchmark
Etcharla Revanth Rao, Priyanshu Karmakar, Shubhojit Mallick +3
cs.AIcs.CLarXiv:2609.02421v12026
Airbert: In-domain Pretraining for Vision-and-Language Navigation
Pierre-Louis Guhur, Makarand Tapaswi, Shizhe Chen +2
cs.CVcs.AIcs.CLarXiv:2108.09105v12021
Choosing a PEFT Variant for Per-Patient Dysarthric ASR: A Single-Speaker Case Study on Two ASR Bases
Bernard Muller, László Tóth, LaVonne Roberts
cs.CLcs.SDarXiv:2609.02735v12026
AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
Zihan Liu, Zhuolin Yang, Yang Chen +4
cs.CLcs.AIcs.LGarXiv:2506.13284v12025
PragAlign: Feedback-Guided Pragmatic Alignment for Controlled Synthetic Dialogue Generation
Smitha Muthya Sudheendra, Jaideep Srivastava
cs.CLarXiv:2609.02480v12026
When Decodability Is Not Enough: Logical Validity Representations, Behavioral Dissociation, and Causal Tests in Language Models
Smitha Muthya Sudheendra, Jaideep Srivastava
cs.CLcs.LGarXiv:2609.02438v12026

Computation and Language

SAMGPT: Text-free Graph Foundation Model for Multi-domain Pre-training and Cross-domain Adaptation

A Review of Keyphrase Extraction

BRIGHTER: BRIdging the Gap in Human-Annotated Textual Emotion Recognition Datasets for 28 Languages

PersianAnonymizer: Evaluating LLM-Labeled Training for Efficient NER-based Anonymization in Persian

MentaLLaMA: Interpretable Mental Health Analysis on Social Media with Large Language Models

Energy Considerations of Large Language Model Inference and Efficiency Optimizations

r/Fakeddit: A New Multimodal Benchmark Dataset for Fine-grained Fake News Detection

SEAgent: Self-Evolving Computer Use Agent with Autonomous Learning from Experience

JSONSchemaBench: A Rigorous Benchmark of Structured Outputs for Language Models

Self-Harness: Harnesses That Improve Themselves

MM-Spatial: Exploring 3D Spatial Understanding in Multimodal LLMs

ReasonIR: Training Retrievers for Reasoning Tasks

TxGemma: Efficient and Agentic LLMs for Therapeutics

Moving Down the Long Tail of Word Sense Disambiguation with Gloss-Informed Biencoders

Self-Training Elicits Concise Reasoning in Large Language Models

MAGE: Machine-generated Text Detection in the Wild

Poisoning Retrieval Corpora by Injecting Adversarial Passages

Value Over Language Model: Detecting Original Contribution in Writing

AgentRewardBench: Evaluating Automatic Evaluations of Web Agent Trajectories

Generative Language Models Exhibit Social Identity Biases

Retaining by Doing: The Role of On-Policy Data in Mitigating Forgetting

An Empirical Study on Eliciting and Improving R1-like Reasoning Models

GPT Takes the Bar Exam

Fin-R1: A Large Language Model for Financial Reasoning through Reinforcement Learning

A Comprehensive Survey of Retrieval-Augmented Generation (RAG): Evolution, Current Landscape and Future Directions

Knowledge Graph-Guided Retrieval Augmented Generation

Proof or Bluff? Evaluating LLMs on 2025 USA Math Olympiad

Modeling the Complexity and Descriptive Adequacy of Construction Grammars

Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers

The emergence of number and syntax units in LSTM language models

Critique-GRPO: Advancing LLM Reasoning with Natural Language and Numerical Feedback

LeetCodeDataset: A Temporal Dataset for Robust Evaluation and Efficient Training of Code LLMs

Synthetic Data Generation Using Large Language Models: Advances in Text and Code

TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators

Canary-1B-v2 & Parakeet-TDT-0.6B-v3: Efficient and High-Performance Models for Multilingual ASR and AST

Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces

SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool Integration

Reward Shaping to Mitigate Reward Hacking in RLHF

Image-Grounded Conversations: Multimodal Context for Natural Question and Response Generation

Systematic Inequalities in Language Technology Performance across the World's Languages

Pico-Banana-400K: A Large-Scale Dataset for Text-Guided Image Editing

Compressed Chain of Thought: Efficient Reasoning Through Dense Representations

Attention Strategies for Multi-Source Sequence-to-Sequence Learning

Factual Error Correction for Abstractive Summarization Models

Towards LLM Unlearning Resilient to Relearning Attacks: A Sharpness-Aware Minimization Perspective and Beyond

Attending to Characters in Neural Sequence Labeling Models

Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing

MedHELM: Holistic Evaluation of Large Language Models for Medical Tasks

Modeling Localness for Self-Attention Networks

AutoPresent: Designing Structured Visuals from Scratch

GRPO-LEAD: A Difficulty-Aware Reinforcement Learning Approach for Concise Mathematical Reasoning in Language Models

AnyEdit: Edit Any Knowledge Encoded in Language Models

ACECODER: Acing Coder RL via Automated Test-Case Synthesis

OBJECTION! Lawyer Agents Mitigate Guilty Bias in Legal Judgment Prediction

UTP-Bench: Uncertainty-aware Travel Planning Benchmark

Airbert: In-domain Pretraining for Vision-and-Language Navigation

Choosing a PEFT Variant for Per-Patient Dysarthric ASR: A Single-Speaker Case Study on Two ASR Bases

AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy

PragAlign: Feedback-Guided Pragmatic Alignment for Controlled Synthetic Dialogue Generation

When Decodability Is Not Enough: Logical Validity Representations, Behavioral Dissociation, and Causal Tests in Language Models