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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11,521 to 11,580 of 19,455

MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training
Wenhan Ma, Jianyu Wei, Liang Zhao +10
cs.CLcs.LGarXiv:2606.30406v12026
Discourse Dependency: A Continuous Criterion for Translation Difficulty
Ahrii Kim, Chanjun Park, Seong-heum Kim
cs.CLarXiv:2609.04959v12026
An Autoencoder Approach to Learning Bilingual Word Representations
Sarath Chandar A P, Stanislas Lauly, Hugo Larochelle +4
cs.CLcs.LGstat.MLarXiv:1402.1454v12014
TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review
Yuan Chang, Ziyue Li, Hengyuan Zhang +6
cs.CLarXiv:2506.07642v32025
SWE-Master: Unleashing the Potential of Software Engineering Agents via Post-Training
Huatong Song, Lisheng Huang, Shuang Sun +11
cs.SEcs.CLarXiv:2602.03411v22026
Forest Before Trees: Latent Superposition for Efficient Visual Reasoning
Yubo Wang, Juntian Zhang, Yichen Wu +3
cs.CLcs.CVarXiv:2601.06803v22026
DanceOPD: On-Policy Generative Field Distillation
Wei Zhou, Xiongwei Zhu, Zelin Xu +8
cs.CVcs.CLcs.LGarXiv:2606.27377v22026
The State of Multilingual LLM Safety Research: From Measuring the Language Gap to Mitigating It
Zheng-Xin Yong, Beyza Ermis, Marzieh Fadaee +2
cs.CLarXiv:2505.24119v12025
Object-and-Action Aware Model for Visual Language Navigation
Yuankai Qi, Zizheng Pan, Shengping Zhang +2
cs.CLcs.CVarXiv:2007.14626v12020
From Passive to Persuasive: Localized Activation Injection for Empathy and Negotiation
Niranjan Chebrolu, Kokil Jaidka, Gerard Christopher Yeo
cs.CLcs.AIarXiv:2511.12832v32025
The Limits of Automatic Evaluation of Creativity in Large Language Models
Alessandro Tutone, Giorgio Franceschelli, Mirco Musolesi
cs.CLcs.AIcs.CYarXiv:2608.23705v12026
ProFit: Leveraging High-Value Signals in SFT via Probability-Guided Token Selection
Tao Liu, Taiqiang Wu, Runming Yang +3
cs.CLcs.AIarXiv:2601.09195v32026
A Unified Deep Learning Architecture for Abuse Detection
Antigoni-Maria Founta, Despoina Chatzakou, Nicolas Kourtellis +3
cs.CLcs.SIarXiv:1802.00385v22018
Not Every Change Is Necessary: Recoverable Drift in Large Language Model Unlearning
Xunlei Chen, Qinghui Gong, Jingkun Xue +3
cs.CLarXiv:2610.11915v12026
Large Language Models are Inconsistent and Biased Evaluators
Rickard Stureborg, Dimitris Alikaniotis, Yoshi Suhara
cs.CLcs.AIarXiv:2405.01724v12024
Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning
Chen Tang, Yizhou Wang, Jianyu Wu +26
cs.CLcs.AIcs.CEarXiv:2607.07708v12026
Toward a Cross-Lingual Romanization Ecosystem for Sinitic Languages: A Paired Mandarin-Cantonese Case Study
Zijie Zhang, Tan Lee, Yong Cao +1
cs.CLarXiv:2608.29170v12026
Improved Large Language Diffusion Models
Shen Nie, Qiyang Min, Shaoxuan Xu +7
cs.CLcs.AIcs.LGarXiv:2606.25331v12026
Deep API Learning
Xiaodong Gu, Hongyu Zhang, Dongmei Zhang +1
cs.SEcs.CLcs.LGarXiv:1605.08535v32016
Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers on LLM-based Evaluation
Dongryeol Lee, Yerin Hwang, Yongil Kim +2
cs.CLarXiv:2410.20774v22024
BERT for Evidence Retrieval and Claim Verification
Amir Soleimani, Christof Monz, Marcel Worring
cs.CLarXiv:1910.02655v12019
An Introductory Survey on Attention Mechanisms in NLP Problems
Dichao Hu
cs.CLcs.LGstat.MLarXiv:1811.05544v12018
G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems
Guibin Zhang, Muxin Fu, Guancheng Wan +3
cs.MAcs.CLcs.LGarXiv:2506.07398v22025
LoRA+: Efficient Low Rank Adaptation of Large Models
Soufiane Hayou, Nikhil Ghosh, Bin Yu
cs.LGcs.AIcs.CLarXiv:2402.12354v22024
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models
Yifu Gao, Linbo Qiao, Zhigang Kan +3
cs.CLarXiv:2402.16568v22024
JEV vs. LLMs as Rubric Judges: Cheaper, Faster, and Wrong in the Same Places
Delip Rao, Chris Callison-Burch
cs.CLarXiv:2609.29769v12026
Unlimited OCR Works
Youyang Yin, Huanhuan Liu, YY +14
cs.CVcs.CLarXiv:2606.23050v12026
Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection
Dongwon Jo, Beomseok Kang, Jiwon Song +1
cs.CLcs.LGarXiv:2602.03216v32026
Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition
Jibin Wu, Emre Yilmaz, Malu Zhang +2
cs.NEcs.CLarXiv:1911.08373v12019
PhoneBuddy: Training Open Models for Agentic Phone Use
Zhengyang Tang, Xin Lai, Pengyuan Lyu +23
cs.CLcs.AIarXiv:2606.23049v22026
Finding Universal Grammatical Relations in Multilingual BERT
Ethan A. Chi, John Hewitt, Christopher D. Manning
cs.CLcs.LGarXiv:2005.04511v22020
SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization
Philippe Laban, Tobias Schnabel, Paul N. Bennett +1
cs.CLarXiv:2111.09525v12021
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
Jun Zhan, Junqi Dai, Jiasheng Ye +13
cs.CLcs.AIcs.CVarXiv:2402.12226v52024
Self-Improvements in Modern Agentic Systems: A Survey
Zhe Ren, Yimeng Chen, Dandan Guo +9
cs.AIcs.CLcs.LGarXiv:2607.13104v12026
Avoiding Latent Variable Collapse With Generative Skip Models
Adji B. Dieng, Yoon Kim, Alexander M. Rush +1
stat.MLcs.CLcs.LGarXiv:1807.04863v22018
Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs
Lingbing Guo, Zequn Sun, Wei Hu
cs.AIcs.CLcs.LGarXiv:1905.04914v12019
Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering
Mingxu Tao, Dongyan Zhao, Yansong Feng
cs.CLcs.AIarXiv:2402.16313v32024
SocialRL: Refining LLMs' Social Intelligence through Multi-turn Reinforcement Learning and Reward Design
Jianing Wang, Xintao Wang, Aili Chen +7
cs.CLarXiv:2609.09764v12026
HydraHead: From Head-Level Functional Heterogeneity to Specialized Attention Hybridization
Zhentao Tan, Wei Chen, Jingyi Shen +4
cs.CLarXiv:2606.20097v12026
Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph
Roman Vashurin, Ekaterina Fadeeva, Artem Vazhentsev +12
cs.CLcs.LGarXiv:2406.15627v42024
RSIGame: Autonomous Agentic Game Development with Recursive Self-improvement
Wenyi Wu, Minghao Fu, Jieyu You +10
cs.CLcs.GTcs.LGarXiv:2609.39045v12026
Prior Audit-Repair Context Shifts LLM Verifier Thresholds Toward Leniency
Parsa Mazaheri, Kasra Mazaheri
cs.AIcs.CLarXiv:2608.16003v12026
Fast Domain Adaptation for Neural Machine Translation
Markus Freitag, Yaser Al-Onaizan
cs.CLarXiv:1612.06897v12016
Hallucination is Inevitable: An Innate Limitation of Large Language Models
Ziwei Xu, Sanjay Jain, Mohan Kankanhalli
cs.CLcs.AIcs.LGarXiv:2401.11817v22024
Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning
Shubham Parashar, Shurui Gui, Xiner Li +8
cs.LGcs.AIcs.CLarXiv:2506.06632v32025
Thinking with Drafting: Optical Decompression via Logical Reconstruction
Jingxuan Wei, Honghao He, Caijun Jia +9
cs.CLarXiv:2602.11731v22026
Correction as Annotation: Bootstrapping a Dependency Parser for Documentary Medieval Latin
Gabriel H. Pizzorno
cs.CLcs.DLarXiv:2609.06266v12026
SHANKS: Simultaneous Hearing and Thinking for Spoken Language Models
Cheng-Han Chiang, Xiaofei Wang, Linjie Li +7
cs.CLeess.ASarXiv:2510.06917v22025
A Simple, Fast Diverse Decoding Algorithm for Neural Generation
Jiwei Li, Will Monroe, Dan Jurafsky
cs.CLarXiv:1611.08562v22016
ReMiT: RL-Guided Mid-Training for Iterative LLM Evolution
Junjie Huang, Jiarui Qin, Di Yin +4
cs.CLarXiv:2602.03075v12026
How Do Prompt Variations Affect Energy Consumption in On-Device LLMs?
Wei Hu, Xiaolong Tu, Dawei Chen +3
cs.CLarXiv:2609.01798v12026
How Language Models Choose Sides: Internal Representations of Instruction Hierarchy
Enrique Balp-Straffon, Chih-Hao Hsu, Rushiraj Gadhvi +3
cs.AIcs.CLcs.LGarXiv:2608.28648v12026
Collaborative Deep Learning for Recommender Systems
Hao Wang, Naiyan Wang, Dit-Yan Yeung
cs.LGcs.CLcs.IRarXiv:1409.2944v22014
Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models
Yihong Dong, Xue Jiang, Huanyu Liu +4
cs.CLcs.AIcs.CRarXiv:2402.15938v32024
On Epistemic Diversity in Large Language Models
Elisabeth Kirsten, Nicole Krämer, Muhammad Bilal Zafar
cs.CLarXiv:2609.04835v12026
A Tensorized Transformer for Language Modeling
Xindian Ma, Peng Zhang, Shuai Zhang +4
cs.CLcs.LGarXiv:1906.09777v32019
JudgeStealer: Extracting LLM Judging Capabilities across Evaluation Protocols
Chen Chen, Yaolin Chen, Xuehan Sun +5
cs.CLarXiv:2608.26982v12026
Where Activation Sparsity and KV-Cache Sparsity Cross in LLM Decoding
Jungseob Lee, Seungyoon Lee, Seongtae Hong +2
cs.LGcs.CLcs.PFarXiv:2609.33889v12026
Large Language Models can Learn Rules
Zhaocheng Zhu, Yuan Xue, Xinyun Chen +4
cs.AIcs.CLarXiv:2310.07064v32023
A Privileged Teacher That Only Scores Cannot Search: Critique-Conditioned On-Policy Self-Distillation for Reasoning
Mayug Maniparambil, Ayush Rai, Ekansh Verma +2
cs.AIcs.CLcs.LGarXiv:2610.13744v12026

Computation and Language

MOPD: Multi-Teacher On-Policy Distillation for Capability Integration in LLM Post-Training

Discourse Dependency: A Continuous Criterion for Translation Difficulty

An Autoencoder Approach to Learning Bilingual Word Representations

TreeReview: A Dynamic Tree of Questions Framework for Deep and Efficient LLM-based Scientific Peer Review

SWE-Master: Unleashing the Potential of Software Engineering Agents via Post-Training

Forest Before Trees: Latent Superposition for Efficient Visual Reasoning

DanceOPD: On-Policy Generative Field Distillation

The State of Multilingual LLM Safety Research: From Measuring the Language Gap to Mitigating It

Object-and-Action Aware Model for Visual Language Navigation

From Passive to Persuasive: Localized Activation Injection for Empathy and Negotiation

The Limits of Automatic Evaluation of Creativity in Large Language Models

ProFit: Leveraging High-Value Signals in SFT via Probability-Guided Token Selection

A Unified Deep Learning Architecture for Abuse Detection

Not Every Change Is Necessary: Recoverable Drift in Large Language Model Unlearning

Large Language Models are Inconsistent and Biased Evaluators

Accurate, Interdisciplinary and Transparent Structure-property Understanding with Deep Native Structural Reasoning

Toward a Cross-Lingual Romanization Ecosystem for Sinitic Languages: A Paired Mandarin-Cantonese Case Study

Improved Large Language Diffusion Models

Deep API Learning

Are LLM-Judges Robust to Expressions of Uncertainty? Investigating the effect of Epistemic Markers on LLM-based Evaluation

BERT for Evidence Retrieval and Claim Verification

An Introductory Survey on Attention Mechanisms in NLP Problems

G-Memory: Tracing Hierarchical Memory for Multi-Agent Systems

LoRA+: Efficient Low Rank Adaptation of Large Models

Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models

JEV vs. LLMs as Rubric Judges: Cheaper, Faster, and Wrong in the Same Places

Unlimited OCR Works

Token Sparse Attention: Efficient Long-Context Inference with Interleaved Token Selection

Deep Spiking Neural Networks for Large Vocabulary Automatic Speech Recognition

PhoneBuddy: Training Open Models for Agentic Phone Use

Finding Universal Grammatical Relations in Multilingual BERT

SummaC: Re-Visiting NLI-based Models for Inconsistency Detection in Summarization

AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling

Self-Improvements in Modern Agentic Systems: A Survey

Avoiding Latent Variable Collapse With Generative Skip Models

Learning to Exploit Long-term Relational Dependencies in Knowledge Graphs

Chain-of-Discussion: A Multi-Model Framework for Complex Evidence-Based Question Answering

SocialRL: Refining LLMs' Social Intelligence through Multi-turn Reinforcement Learning and Reward Design

HydraHead: From Head-Level Functional Heterogeneity to Specialized Attention Hybridization

Benchmarking Uncertainty Quantification Methods for Large Language Models with LM-Polygraph

RSIGame: Autonomous Agentic Game Development with Recursive Self-improvement

Prior Audit-Repair Context Shifts LLM Verifier Thresholds Toward Leniency

Fast Domain Adaptation for Neural Machine Translation

Hallucination is Inevitable: An Innate Limitation of Large Language Models

Curriculum Reinforcement Learning from Easy to Hard Tasks Improves LLM Reasoning

Thinking with Drafting: Optical Decompression via Logical Reconstruction

Correction as Annotation: Bootstrapping a Dependency Parser for Documentary Medieval Latin

SHANKS: Simultaneous Hearing and Thinking for Spoken Language Models

A Simple, Fast Diverse Decoding Algorithm for Neural Generation

ReMiT: RL-Guided Mid-Training for Iterative LLM Evolution

How Do Prompt Variations Affect Energy Consumption in On-Device LLMs?

How Language Models Choose Sides: Internal Representations of Instruction Hierarchy

Collaborative Deep Learning for Recommender Systems

Generalization or Memorization: Data Contamination and Trustworthy Evaluation for Large Language Models

On Epistemic Diversity in Large Language Models

A Tensorized Transformer for Language Modeling

JudgeStealer: Extracting LLM Judging Capabilities across Evaluation Protocols

Where Activation Sparsity and KV-Cache Sparsity Cross in LLM Decoding

Large Language Models can Learn Rules

A Privileged Teacher That Only Scores Cannot Search: Critique-Conditioned On-Policy Self-Distillation for Reasoning