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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13,741 to 13,800 of 19,333

Envs-FORGE: Frontier-Optimized Reward-Grounded Environment Synthesis for Agent RL
Xiaojun Wu, Cehao Yang, Honghao Liu +7
cs.CLarXiv:2608.14312v12026
ORION: Teaching Language Models to Reason Efficiently in the Language of Thought
Kumar Tanmay, Kriti Aggarwal, Paul Pu Liang +1
cs.AIcs.CLcs.LGarXiv:2511.22891v12025
Evaluating the Diversity and Quality of LLM Generated Content
Alexander Shypula, Shuo Li, Botong Zhang +3
cs.CLcs.AIarXiv:2504.12522v22025
Dripper: Token-Efficient Main HTML Extraction with a Lightweight LM
Mengjie Liu, Jiahui Peng, Wenchang Ning +14
cs.CLarXiv:2511.23119v32025
Hyperspherical Semantic Trajectory Analysis: Mapping Technological Diffusion across Academic Preprints, Patent Signals, and Compute Scaling
Muhammad Sukri Bin Ramli
cs.CLcs.LGarXiv:2609.35845v12026
PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks
Jian Tang, Meng Qu, Qiaozhu Mei
cs.CLcs.LGcs.NEarXiv:1508.00200v12015
Optimal Estimation of Watermark Proportions in Hybrid AI-Human Texts
Xiang Li, Garrett Wen, Weiqing He +3
stat.MLcs.CLcs.LGarXiv:2506.22343v22025
Component-Aware Differential Privacy for Federated Multilingual Speech-LLMs
Jordi Luque, Fernando López, Aleix Sant
cs.CLarXiv:2609.11762v12026
Learning to Write with Cooperative Discriminators
Ari Holtzman, Jan Buys, Maxwell Forbes +3
cs.CLarXiv:1805.06087v12018
Explorative Modeling: Unlocking a Third Pretraining Axis and End-to-End Generation
Alexi Gladstone, Heng Ji, Yilun Du
cs.LGcs.AIcs.CLarXiv:2607.27372v12026
Datasets: A Community Library for Natural Language Processing
Quentin Lhoest, Albert Villanova del Moral, Yacine Jernite +29
cs.CLarXiv:2109.02846v12021
A$^2$TGPO: Agentic Turn-Group Policy Optimization with Adaptive Turn-level Clipping
Dingwei Chen, Zefang Zong, Zhipeng Ma +5
cs.CLarXiv:2605.06200v12026
DCGC: Draft-Conditioned Global Correction for Complex Reasoning with Masked Diffusion Models
Minhae Oh, Nakyung Lee, Jungwoo Lee
cs.CLcs.AIarXiv:2608.25428v12026
PARROT: Persuasion and Agreement Robustness Rating of Output Truth -- A Sycophancy Robustness Benchmark for LLMs
Yusuf Çelebi, Özay Ezerceli, Mahmoud El Hussieni
cs.CLcs.AIcs.CEarXiv:2511.17220v22025
The "10th Juror": Open-Set Standpoint Screening for Bureaucratic Bias Detection
Yuchen Miao, Zijun Wang, Chang Han +3
cs.CLarXiv:2610.11136v12026
Corrective Retrieval Augmented Generation
Shi-Qi Yan, Jia-Chen Gu, Yun Zhu +1
cs.CLarXiv:2401.15884v32024
ProgressCompass: Embodied Progress Reward Models Are Lost Without the Right Context
Jianshu Zhang, Keliang Wu, Chengxuan Qian +6
cs.CLarXiv:2609.36684v12026
Faithful Logical Reasoning via Symbolic Chain-of-Thought
Jundong Xu, Hao Fei, Liangming Pan +3
cs.CLarXiv:2405.18357v22024
MR-Align: Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models
Xinming Wang, Jian Xu, Bin Yu +9
cs.CLarXiv:2510.24794v22025
FastBERT: a Self-distilling BERT with Adaptive Inference Time
Weijie Liu, Peng Zhou, Zhe Zhao +3
cs.CLarXiv:2004.02178v22020
Bypassing the Safety Training of Open-Source LLMs with Priming Attacks
Jason Vega, Isha Chaudhary, Changming Xu +1
cs.CRcs.AIcs.CLarXiv:2312.12321v22023
A Training-Free, Alignment-Free Approach to Corporate Intelligence: Application to SEC Filings
Jean-François Delpech
cs.CLarXiv:2609.11620v12026
A theory of platonic representations in language models
Darshil Doshi, Wenjie Zhou, Corinna Elena Wegner +3
cs.LGcs.CLstat.MLarXiv:2610.07168v12026
Self-Improving Language Models with Bidirectional Evolutionary Search
Guowei Xu, Zhenting Qi, Huangyuan Su +4
cs.CLarXiv:2605.28814v12026
Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models
Iulian V. Serban, Alessandro Sordoni, Yoshua Bengio +2
cs.CLcs.AIcs.LGarXiv:1507.04808v32015
Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning
Xiangrong Zhu, Guangyao Li, Wei Hu
cs.LGcs.CLarXiv:2302.02069v22023
Simplified Data Wrangling with ir_datasets
Sean MacAvaney, Andrew Yates, Sergey Feldman +3
cs.IRcs.CLarXiv:2103.02280v22021
On The Alignment Problem In Multi-Head Attention-Based Neural Machine Translation
Tamer Alkhouli, Gabriel Bretschner, Hermann Ney
cs.CLarXiv:1809.03985v12018
LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models
Ahmad Faiz, Sotaro Kaneda, Ruhan Wang +4
cs.CLcs.AIcs.CYarXiv:2309.14393v22023
Distinguishing the Knowable from the Unknowable with Language Models
Gustaf Ahdritz, Tian Qin, Nikhil Vyas +2
cs.LGcs.AIcs.CLarXiv:2402.03563v22024
Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language
Avia Efrat, Uri Shaham, Dan Kilman +1
cs.CLcs.AIcs.LGarXiv:2103.01242v22021
GM-PRM: A Generative Multimodal Process Reward Model for Multimodal Mathematical Reasoning
Jianghangfan Zhang, Yibo Yan, Kening Zheng +3
cs.CLarXiv:2508.04088v22025
What Makes Recurrence Effective in Looped Language Models?
Xinlin Zhuang, Siyuan Wang, Imran Razzak +1
cs.LGcs.CLarXiv:2609.36636v12026
Multimodal Evaluation of Russian-language Architectures
Artem Chervyakov, Ulyana Isaeva, Anton Emelyanov +15
cs.CLcs.AIcs.CVarXiv:2511.15552v32025
Cross-SEAN: A Cross-Stitch Semi-Supervised Neural Attention Model for COVID-19 Fake News Detection
William Scott Paka, Rachit Bansal, Abhay Kaushik +2
cs.CLcs.LGarXiv:2102.08924v32021
ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers
Zhewei Yao, Reza Yazdani Aminabadi, Minjia Zhang +3
cs.CLcs.LGarXiv:2206.01861v12022
ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning
Hongwei Liu, Junnan Liu, Shudong Liu +33
cs.CLarXiv:2511.14366v22025
SOD: Step-wise On-policy Distillation for Small Language Model Agents
Qiyong Zhong, Mao Zheng, Mingyang Song +5
cs.CLcs.AIarXiv:2605.07725v32026
ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions
Xingwei He, Qianru Zhang, Pengfei Chen +4
cs.CLarXiv:2511.14342v22025
TH-GNN: Heterogeneous Temporal Graph Neural Networks for LLM-Agent Shilling Attack Detection
Shivam Swarup, Divya Prakash Shrivastava, Rakesh Thakur
cs.CLcs.LGarXiv:2608.20376v12026
Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks
Samy Bengio, Oriol Vinyals, Navdeep Jaitly +1
cs.LGcs.CLcs.CVarXiv:1506.03099v32015
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method
Vered Shwartz, Yoav Goldberg, Ido Dagan
cs.CLarXiv:1603.06076v32016
Multi-hop Reading Comprehension through Question Decomposition and Rescoring
Sewon Min, Victor Zhong, Luke Zettlemoyer +1
cs.CLcs.AIarXiv:1906.02916v22019
What Happens To BERT Embeddings During Fine-tuning?
Amil Merchant, Elahe Rahimtoroghi, Ellie Pavlick +1
cs.CLarXiv:2004.14448v12020
Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance
Shalini Maiti, Amar Budhiraja, Bhavul Gauri +8
cs.CLarXiv:2511.13254v22025
Directions in Abusive Language Training Data: Garbage In, Garbage Out
Bertie Vidgen, Leon Derczynski
cs.CLarXiv:2004.01670v32020
A Survey of Reasoning with Foundation Models
Jiankai Sun, Chuanyang Zheng, Enze Xie +31
cs.AIcs.CLcs.CVarXiv:2312.11562v52023
Simplify the Usage of Lexicon in Chinese NER
Ruotian Ma, Minlong Peng, Qi Zhang +1
cs.CLarXiv:1908.05969v22019
WebInject: Prompt Injection Attack to Web Agents
Xilong Wang, John Bloch, Zedian Shao +3
cs.LGcs.AIcs.CLarXiv:2505.11717v42025
OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs
Wasi Uddin Ahmad, Aleksander Ficek, Mehrzad Samadi +4
cs.SEcs.CLarXiv:2504.04030v22025
Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?
Haoang Chi, He Li, Wenjing Yang +5
cs.AIcs.CLcs.LGarXiv:2506.21215v12025
SHINE: A Scalable In-Context Hypernetwork for Mapping Context to LoRA in a Single Pass
Yewei Liu, Xiyuan Wang, Yansheng Mao +3
cs.CLcs.AIarXiv:2602.06358v32026
A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents
Arman Cohan, Franck Dernoncourt, Doo Soon Kim +4
cs.CLarXiv:1804.05685v22018
Proactive Hearing Assistants that Isolate Egocentric Conversations
Guilin Hu, Malek Itani, Tuochao Chen +1
cs.CLcs.SDeess.ASarXiv:2511.11473v12025
MMLU-ProX: A Multilingual Benchmark for Advanced Large Language Model Evaluation
Weihao Xuan, Rui Yang, Heli Qi +29
cs.CLarXiv:2503.10497v22025
StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns
Luanbo Wan, Weizhi Ma
cs.CLcs.AIarXiv:2506.13356v12025
OmniPhys: A Unified Multimodal Benchmark for Physics Understanding and Generation from Chinese Educational Corpora
Hao Chen, Yumin Lin, Nadila Yushanjiang +2
cs.CLarXiv:2608.25398v12026
KTAE: A Model-Free Algorithm to Key-Tokens Advantage Estimation in Mathematical Reasoning
Wei Sun, Wen Yang, Pu Jian +4
cs.AIcs.CLarXiv:2505.16826v22025
Finding the Right Balance: Relevance and Diversity in LLM Retrieval
Guillaume Brouillette, Faustin Kagabo, Usef Faghihi +1
cs.IRcs.CLarXiv:2610.09412v12026
On the generalization of language models from in-context learning and finetuning: a controlled study
Andrew K. Lampinen, Arslan Chaudhry, Stephanie C. Y. Chan +7
cs.CLcs.AIcs.LGarXiv:2505.00661v32025

Computation and Language

Envs-FORGE: Frontier-Optimized Reward-Grounded Environment Synthesis for Agent RL

ORION: Teaching Language Models to Reason Efficiently in the Language of Thought

Evaluating the Diversity and Quality of LLM Generated Content

Dripper: Token-Efficient Main HTML Extraction with a Lightweight LM

Hyperspherical Semantic Trajectory Analysis: Mapping Technological Diffusion across Academic Preprints, Patent Signals, and Compute Scaling

PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks

Optimal Estimation of Watermark Proportions in Hybrid AI-Human Texts

Component-Aware Differential Privacy for Federated Multilingual Speech-LLMs

Learning to Write with Cooperative Discriminators

Explorative Modeling: Unlocking a Third Pretraining Axis and End-to-End Generation

Datasets: A Community Library for Natural Language Processing

A$^2$TGPO: Agentic Turn-Group Policy Optimization with Adaptive Turn-level Clipping

DCGC: Draft-Conditioned Global Correction for Complex Reasoning with Masked Diffusion Models

PARROT: Persuasion and Agreement Robustness Rating of Output Truth -- A Sycophancy Robustness Benchmark for LLMs

The "10th Juror": Open-Set Standpoint Screening for Bureaucratic Bias Detection

Corrective Retrieval Augmented Generation

ProgressCompass: Embodied Progress Reward Models Are Lost Without the Right Context

Faithful Logical Reasoning via Symbolic Chain-of-Thought

MR-Align: Meta-Reasoning Informed Factuality Alignment for Large Reasoning Models

FastBERT: a Self-distilling BERT with Adaptive Inference Time

Bypassing the Safety Training of Open-Source LLMs with Priming Attacks

A Training-Free, Alignment-Free Approach to Corporate Intelligence: Application to SEC Filings

A theory of platonic representations in language models

Self-Improving Language Models with Bidirectional Evolutionary Search

Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models

Heterogeneous Federated Knowledge Graph Embedding Learning and Unlearning

Simplified Data Wrangling with ir_datasets

On The Alignment Problem In Multi-Head Attention-Based Neural Machine Translation

LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models

Distinguishing the Knowable from the Unknowable with Language Models

Cryptonite: A Cryptic Crossword Benchmark for Extreme Ambiguity in Language

GM-PRM: A Generative Multimodal Process Reward Model for Multimodal Mathematical Reasoning

What Makes Recurrence Effective in Looped Language Models?

Multimodal Evaluation of Russian-language Architectures

Cross-SEAN: A Cross-Stitch Semi-Supervised Neural Attention Model for COVID-19 Fake News Detection

ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers

ATLAS: A High-Difficulty, Multidisciplinary Benchmark for Frontier Scientific Reasoning

SOD: Step-wise On-policy Distillation for Small Language Model Agents

ConInstruct: Evaluating Large Language Models on Conflict Detection and Resolution in Instructions

TH-GNN: Heterogeneous Temporal Graph Neural Networks for LLM-Agent Shilling Attack Detection

Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks

Improving Hypernymy Detection with an Integrated Path-based and Distributional Method

Multi-hop Reading Comprehension through Question Decomposition and Rescoring

What Happens To BERT Embeddings During Fine-tuning?

Souper-Model: How Simple Arithmetic Unlocks State-of-the-Art LLM Performance

Directions in Abusive Language Training Data: Garbage In, Garbage Out

A Survey of Reasoning with Foundation Models

Simplify the Usage of Lexicon in Chinese NER

WebInject: Prompt Injection Attack to Web Agents

OpenCodeInstruct: A Large-scale Instruction Tuning Dataset for Code LLMs

Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?

SHINE: A Scalable In-Context Hypernetwork for Mapping Context to LoRA in a Single Pass

A Discourse-Aware Attention Model for Abstractive Summarization of Long Documents

Proactive Hearing Assistants that Isolate Egocentric Conversations

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

StoryBench: A Dynamic Benchmark for Evaluating Long-Term Memory with Multi Turns

OmniPhys: A Unified Multimodal Benchmark for Physics Understanding and Generation from Chinese Educational Corpora

KTAE: A Model-Free Algorithm to Key-Tokens Advantage Estimation in Mathematical Reasoning

Finding the Right Balance: Relevance and Diversity in LLM Retrieval

On the generalization of language models from in-context learning and finetuning: a controlled study