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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15,061 to 15,120 of 19,019

CEDAR: Error-Bounded Residual Routing for Efficient Long-Context Attention
Siyu Li, Dong Wang, Jie Zhou +3
cs.CLarXiv:2609.07237v12026
Surgical Alignment in Knowledge Graph Training for Clinical Diagnosis with Large Language Models
Saksham Khatwani, He Cheng, Majid Afshar +2
cs.CLarXiv:2608.26587v12026
Text Matching as Image Recognition
Liang Pang, Yanyan Lan, Jiafeng Guo +3
cs.CLcs.AIarXiv:1602.06359v12016
DITING: A Multi-Agent Evaluation Framework for Benchmarking Web Novel Translation
Enze Zhang, Jiaying Wang, Mengxi Xiao +7
cs.CLarXiv:2510.09116v22025
AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery
Yu Li, Chenyang Shao, Xinyang Liu +13
cs.CLcs.CEarXiv:2604.05550v22026
The Importance of Online Data: Understanding Preference Fine-tuning via Coverage
Yuda Song, Gokul Swamy, Aarti Singh +2
cs.LGcs.AIcs.CLarXiv:2406.01462v22024
The Expressive Power of Low-Rank Adaptation
Yuchen Zeng, Kangwook Lee
cs.LGcs.AIcs.CLarXiv:2310.17513v32023
LadderEdit: Edit-Level Residual Compression for Memory-Efficient Lifelong Editing of LLMs
Xiaobing Yu, Peijie Qiu, Jin Yang +5
cs.CLcs.CVcs.LGarXiv:2610.11160v12026
WeDLM: Reconciling Diffusion Language Models with Standard Causal Attention for Fast Inference
Aiwei Liu, Minghua He, Shaoxun Zeng +7
cs.CLarXiv:2512.22737v12025
Emergent Unfaithfulness: How Alignment Training Causes Language Models to Silently Override Task Faithfulness
Pardis Sadat Zahraei, Janvijay Singh, Gokhan Tur +1
cs.CLcs.AIarXiv:2610.00568v12026
NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness
NeoHorse Team, Guoliang Cao, Guohao Dai +34
cs.CLarXiv:2609.08183v12026
LLM-FP4: 4-Bit Floating-Point Quantized Transformers
Shih-yang Liu, Zechun Liu, Xijie Huang +2
cs.CLcs.AIcs.ARarXiv:2310.16836v12023
Discovering Latent Knowledge in Language Models Without Supervision
Collin Burns, Haotian Ye, Dan Klein +1
cs.CLcs.AIcs.LGarXiv:2212.03827v22022
Training Language Models with Language Feedback at Scale
Jérémy Scheurer, Jon Ander Campos, Tomasz Korbak +4
cs.CLcs.AIcs.LGarXiv:2303.16755v32023
MechSparse: Mechanism-Guided Sparse PEFT Selection Is Task-Shaped
Son Ha Xuan, Phat T. Tran-Truong, Xuan-Bach Le
cs.CLarXiv:2609.18961v12026
Exposing propaganda: an analysis of stylistic cues comparing human annotations and machine classification
Géraud Faye, Benjamin Icard, Morgane Casanova +6
cs.CLcs.AIcs.LGarXiv:2402.03780v32024
StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples
Ajay Patel, Jiacheng Zhu, Justin Qiu +4
cs.CLcs.LGarXiv:2410.12757v22024
Solving Linear Algebra by Program Synthesis
Iddo Drori, Nakul Verma
cs.LGcs.AIcs.CLarXiv:2111.08171v12021
Reflexion: Language Agents with Verbal Reinforcement Learning
Noah Shinn, Federico Cassano, Edward Berman +3
cs.AIcs.CLcs.LGarXiv:2303.11366v42023
The Tatoxa System for Text Detoxification in Low-Resource Languages: The Case of Tatar
Ilseyar Alimova, Bogdan Monogov, Artyom Mazur +5
cs.CLarXiv:2606.26015v12026
A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning
Changmeng Zheng, Dayong Liang, Wengyu Zhang +3
cs.AIcs.CLcs.MAarXiv:2403.14972v22024
Temporally-Resolved Token Attribution Reveals the Generation Dynamics of Diffusion Language Models
Darpan Aswal, Céline Hudelot
cs.CLcs.AIcs.LGarXiv:2610.01177v12026
CHARM: Character Hallucination for Multicultural Role Play Benchmark
Sunkyung Han, Nahyeon Park, Gaeun Seo +2
cs.CLcs.AIarXiv:2609.01352v12026
DAYJOB: A Benchmark for Long-Horizon Professional Work
Stephanie Finley, Liudas Panavas, Thomas Mikkelson +12
cs.AIcs.CLarXiv:2610.01306v12026
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset
Sneha Kudugunta, Isaac Caswell, Biao Zhang +8
cs.CLcs.LGarXiv:2309.04662v12023
Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents
Chaojun Xiao, Xueyu Hu, Zhiyuan Liu +2
cs.CLarXiv:2105.03887v12021
J-Zero: Unified Challenger--Solver--Judge Co-Evolution from Zero Data
Gyouk Chu, Myeongho Jeon, Eunho Yang
cs.LGcs.AIcs.CLarXiv:2608.26582v12026
Text Embeddings by Weakly-Supervised Contrastive Pre-training
Liang Wang, Nan Yang, Xiaolong Huang +5
cs.CLcs.IRarXiv:2212.03533v22022
Nymble: a High-Performance Learning Name-finder
Daniel M. Bikel, Scott Miller, Richard Schwartz +1
cmp-lgcs.CLarXiv:cmp-lg/9803003v11998
Making Large Language Models Perform Better in Knowledge Graph Completion
Yichi Zhang, Zhuo Chen, Lingbing Guo +3
cs.CLarXiv:2310.06671v22023
DyNet: The Dynamic Neural Network Toolkit
Graham Neubig, Chris Dyer, Yoav Goldberg +22
stat.MLcs.CLcs.MSarXiv:1701.03980v12017
RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents
Tomoyuki Kagaya, Thong Jing Yuan, Yuxuan Lou +6
cs.LGcs.AIcs.CLarXiv:2402.03610v12024
JAMER: Project-Level Code Framework Dataset and Benchmark on Professional Game Engines
Jianwen Sun, Chuanhao Li, Zizhen Li +5
cs.SEcs.CLarXiv:2606.19830v22026
Capturing In-Context Learning Dynamics with Task Operators
Guangzhi Xiong, Zhenghao He, Bohan Liu +3
cs.CLcs.AIcs.LGarXiv:2610.01054v12026
Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models
Junchi Yu, Ran He, Rex Ying
cs.AIcs.CLarXiv:2310.03965v32023
MMG2Skill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?
Xinyu Che, Junqi Xiong, Yunfei Ge +10
cs.CLcs.AIcs.LGarXiv:2606.01993v12026
When Parallel Drafter Meets Parallel Speculative Decoding
Fuliang Liu, Xue Li, Kun Qian +4
cs.CLarXiv:2609.27396v12026
Beyond Final Accuracy: Auditing Communication in LLM Multi-Agent Systems
Shixuan Li, Wei Yang, Peiyu Zhang +3
cs.AIcs.CLarXiv:2610.01042v12026
Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking
Pengxiang Li, Shilin Yan, Joey Tsai +4
cs.CLarXiv:2505.20199v12025
Challenges in Building Intelligent Open-domain Dialog Systems
Minlie Huang, Xiaoyan Zhu, Jianfeng Gao
cs.CLcs.AIarXiv:1905.05709v32019
Probing the Multi-turn Planning Capabilities of LLMs via 20 Question Games
Yizhe Zhang, Jiarui Lu, Navdeep Jaitly
cs.CLcs.AIcs.HCarXiv:2310.01468v32023
Reflective Prompt Tuning through Language Model Function-Calling
Farima Fatahi Bayat, Moin Aminnaseri, Pouya Pezeshkpour +1
cs.CLarXiv:2605.21781v12026
Kimi Linear: An Expressive, Efficient Attention Architecture
Kimi Team, Yu Zhang, Zongyu Lin +57
cs.CLcs.LGarXiv:2510.26692v22025
Stay on topic with Classifier-Free Guidance
Guillaume Sanchez, Honglu Fan, Alexander Spangher +3
cs.CLcs.CVcs.LGarXiv:2306.17806v12023
Truth as a Compression Artifact in Language Model Training
Konstantin Krestnikov
cs.CLcs.AIarXiv:2603.11749v32026
MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines
Xiaoxue Zang, Abhinav Rastogi, Srinivas Sunkara +3
cs.CLcs.AIarXiv:2007.12720v12020
The Illusion of Debiasing: Persona Steering Redistributes Rather Than Reduces Bias in LLMs
Ziyue Feng, Hongbo Fang, James A. Evans
cs.CLarXiv:2609.07117v12026
LMBot: Distilling Graph Knowledge into Language Model for Graph-less Deployment in Twitter Bot Detection
Zijian Cai, Zhaoxuan Tan, Zhenyu Lei +4
cs.AIcs.CLcs.SIarXiv:2306.17408v32023
Probing Factual Knowledge Transfer with Training Data Interventions
Romina Oji, Marc Braun, Marcel Bollmann +2
cs.CLcs.AIarXiv:2609.01341v12026
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models
Ronak Pradeep, Sahel Sharifymoghaddam, Jimmy Lin
cs.IRcs.CLarXiv:2309.15088v12023
Facilitating Self-Guided Mental Health Interventions Through Human-Language Model Interaction: A Case Study of Cognitive Restructuring
Ashish Sharma, Kevin Rushton, Inna Wanyin Lin +2
cs.HCcs.CLarXiv:2310.15461v22023
SteerablePlex: Can We Steer Full-Duplex Models?
Haolong Zheng, Maike Züfle, Dominik Macháček +6
eess.AScs.CLarXiv:2610.12201v12026
MotionGPT: Human Motion as a Foreign Language
Biao Jiang, Xin Chen, Wen Liu +3
cs.CVcs.CLcs.GRarXiv:2306.14795v22023
OpenSpatial: A Principled Data Engine for Empowering Spatial Intelligence
Jianhui Liu, Haoze Sun, Wenbo Li +11
cs.CLarXiv:2604.07296v22026
Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models
Shiwen Ni, Dingwei Chen, Chengming Li +3
cs.CLarXiv:2311.08011v22023
SmartSnap: Proactive Evidence Seeking for Self-Verifying Agents
Shaofei Cai, Yulei Qin, Haojia Lin +10
cs.CLcs.AIcs.CVarXiv:2512.22322v22025
Jointly Learning Entity and Relation Representations for Entity Alignment
Yuting Wu, Xiao Liu, Yansong Feng +2
cs.CLarXiv:1909.09317v12019
From Show to Tell: A Survey on Deep Learning-based Image Captioning
Matteo Stefanini, Marcella Cornia, Lorenzo Baraldi +3
cs.CVcs.CLarXiv:2107.06912v32021
Semantic-Conditional Diffusion Networks for Image Captioning
Jianjie Luo, Yehao Li, Yingwei Pan +4
cs.CVcs.CLcs.MMarXiv:2212.03099v12022
Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models
Xiang Hu, Zhanchao Zhou, Ruiqi Liang +3
cs.CLcs.AIarXiv:2511.23319v12025

Computation and Language

CEDAR: Error-Bounded Residual Routing for Efficient Long-Context Attention

Surgical Alignment in Knowledge Graph Training for Clinical Diagnosis with Large Language Models

Text Matching as Image Recognition

DITING: A Multi-Agent Evaluation Framework for Benchmarking Web Novel Translation

AutoSOTA: An End-to-End Automated Research System for State-of-the-Art AI Model Discovery

The Importance of Online Data: Understanding Preference Fine-tuning via Coverage

The Expressive Power of Low-Rank Adaptation

LadderEdit: Edit-Level Residual Compression for Memory-Efficient Lifelong Editing of LLMs

WeDLM: Reconciling Diffusion Language Models with Standard Causal Attention for Fast Inference

Emergent Unfaithfulness: How Alignment Training Causes Language Models to Silently Override Task Faithfulness

NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness

LLM-FP4: 4-Bit Floating-Point Quantized Transformers

Discovering Latent Knowledge in Language Models Without Supervision

Training Language Models with Language Feedback at Scale

MechSparse: Mechanism-Guided Sparse PEFT Selection Is Task-Shaped

Exposing propaganda: an analysis of stylistic cues comparing human annotations and machine classification

StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples

Solving Linear Algebra by Program Synthesis

Reflexion: Language Agents with Verbal Reinforcement Learning

The Tatoxa System for Text Detoxification in Low-Resource Languages: The Case of Tatar

A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning

Temporally-Resolved Token Attribution Reveals the Generation Dynamics of Diffusion Language Models

CHARM: Character Hallucination for Multicultural Role Play Benchmark

DAYJOB: A Benchmark for Long-Horizon Professional Work

MADLAD-400: A Multilingual And Document-Level Large Audited Dataset

Lawformer: A Pre-trained Language Model for Chinese Legal Long Documents

J-Zero: Unified Challenger--Solver--Judge Co-Evolution from Zero Data

Text Embeddings by Weakly-Supervised Contrastive Pre-training

Nymble: a High-Performance Learning Name-finder

Making Large Language Models Perform Better in Knowledge Graph Completion

DyNet: The Dynamic Neural Network Toolkit

RAP: Retrieval-Augmented Planning with Contextual Memory for Multimodal LLM Agents

JAMER: Project-Level Code Framework Dataset and Benchmark on Professional Game Engines

Capturing In-Context Learning Dynamics with Task Operators

Thought Propagation: An Analogical Approach to Complex Reasoning with Large Language Models

MMG2Skill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?

When Parallel Drafter Meets Parallel Speculative Decoding

Beyond Final Accuracy: Auditing Communication in LLM Multi-Agent Systems

Adaptive Classifier-Free Guidance via Dynamic Low-Confidence Masking

Challenges in Building Intelligent Open-domain Dialog Systems

Probing the Multi-turn Planning Capabilities of LLMs via 20 Question Games

Reflective Prompt Tuning through Language Model Function-Calling

Kimi Linear: An Expressive, Efficient Attention Architecture

Stay on topic with Classifier-Free Guidance

Truth as a Compression Artifact in Language Model Training

MultiWOZ 2.2 : A Dialogue Dataset with Additional Annotation Corrections and State Tracking Baselines

The Illusion of Debiasing: Persona Steering Redistributes Rather Than Reduces Bias in LLMs

LMBot: Distilling Graph Knowledge into Language Model for Graph-less Deployment in Twitter Bot Detection

Probing Factual Knowledge Transfer with Training Data Interventions

RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models

Facilitating Self-Guided Mental Health Interventions Through Human-Language Model Interaction: A Case Study of Cognitive Restructuring

SteerablePlex: Can We Steer Full-Duplex Models?

MotionGPT: Human Motion as a Foreign Language

OpenSpatial: A Principled Data Engine for Empowering Spatial Intelligence

Forgetting before Learning: Utilizing Parametric Arithmetic for Knowledge Updating in Large Language Models

SmartSnap: Proactive Evidence Seeking for Self-Verifying Agents

Jointly Learning Entity and Relation Representations for Entity Alignment

From Show to Tell: A Survey on Deep Learning-based Image Captioning

Semantic-Conditional Diffusion Networks for Image Captioning

Every Token Counts: Generalizing 16M Ultra-Long Context in Large Language Models