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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1,141 to 1,200 of 11,238

If It's Not Buggy, Don't Fix It: On the Dynamics of Iterative Bug-fixing with LLMs
Xietao Wang-Lin, Anton Isopoussu, Louis Mahon
cs.SEcs.CLarXiv:2609.10123v12026
Long Time No See! Open-Domain Conversation with Long-Term Persona Memory
Xinchao Xu, Zhibin Gou, Wenquan Wu +4
cs.CLarXiv:2203.05797v22022
Improving Knowledge Graph Embedding Using Simple Constraints
Boyang Ding, Quan Wang, Bin Wang +1
cs.AIcs.CLarXiv:1805.02408v22018
How to Train Long-Context Language Models (Effectively)
Tianyu Gao, Alexander Wettig, Howard Yen +1
cs.CLcs.LGarXiv:2410.02660v42024
Vague2Detect: Handling Ambiguous Prompts in Knowledge-Based Open-World Detection
Ibrohimjon Muminov, Jihie Kim
cs.CVcs.CLcs.LGarXiv:2609.09949v12026
Who Are They to Each Other? Multi-Agent Reasoning for Speaker Relationship Inference
Yaohan Guan, Yen-Ju Lu, Yuzhe Wang +5
cs.MAcs.CLcs.SDarXiv:2609.09628v12026
Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding
Duo Zheng, Shijia Huang, Liwei Wang
cs.CVcs.CLarXiv:2412.00493v22024
What Does MMLU Actually Measure? A Psychometric Audit of Difficulty Structure in Aggregate Benchmark Scores
Dana Paquin, Riddhiman Jain
math.NTcs.CLarXiv:2609.09372v12026
MLLMs Hallucinate when Information Distribution Drifts in Synergy Heads
Meng'en Qin, Junye Chen, Jucheng Liu +3
cs.CVcs.CLarXiv:2609.09206v12026
Building Multilingual Bridges: Data Mixing as the Pillar of Generalization for In-Language Reasoning
Mehrnaz Mofakhami, Ananya Sahu, Alejandro R. Salamanca +5
cs.CLarXiv:2609.10445v12026
Do speech foundation models really learn words?
Robin Huo, Ewan Dunbar
cs.CLcs.SDarXiv:2609.10434v12026
Deterministic Prompting for Speaker-Stable Low-Resource Greek TTS
Georgios Syllas, Efthymios Georgiou, Kosmas Kritsis +1
cs.SDcs.CLcs.LGarXiv:2609.10022v12026
PELM: Power Efficient On-Device LLM Inference with Speculative Decoding and Dynamic Voltage Frequency Scaling
Weisi Yang, Stephen Xia
cs.LGcs.CLcs.OSarXiv:2609.09662v12026
Cross-Target Stance Classification with Self-Attention Networks
Chang Xu, Cecile Paris, Surya Nepal +1
cs.CLcs.AIarXiv:1805.06593v22018
An Efficient and Effective Agentic Group Shilling Attack on Recommender Systems
Quoc Viet Nguyen, Trinh Pham, Viet Huynh +4
cs.CRcs.CLarXiv:2609.09551v12026
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation
Sharon Fogel, Hadar Averbuch-Elor, Sarel Cohen +2
cs.CVcs.CLcs.LGarXiv:2003.10557v12020
IdeaAMBIG: Benchmarking Implementation-Critical Gaps in Research-Idea Specifications
Yiling Ma, Yilun Zhao, Sihong Wu +2
cs.CLarXiv:2609.10539v12026
EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education
Yuhao Dan, Zhikai Lei, Yiyang Gu +13
cs.CLarXiv:2308.02773v12023
Understanding Catastrophic Forgetting in Language Models via Implicit Inference
Suhas Kotha, Jacob Mitchell Springer, Aditi Raghunathan
cs.CLcs.LGarXiv:2309.10105v22023
Regression Transformer: Concurrent sequence regression and generation for molecular language modeling
Jannis Born, Matteo Manica
cs.LGcs.AIcs.CLarXiv:2202.01338v32022
Rosetta at AlexandriaX-2026: LoRA-Adapted NileChat for Context-Aware Dialectal Arabic Dialogue Translation
Nada Esmaeil, Fathima Rena, Sibi Subhash +4
cs.CLarXiv:2609.10395v12026
On-Policy Distillation for Vision-Language Model Adaptation, an Effective Paradigm on Low-Quality Multimodal Data
Hongyuan Zhang, Xianda Guo, Yanlun Peng +6
cs.CLarXiv:2609.10321v12026
AI Hallucinations: A Misnomer Worth Clarifying
Negar Maleki, Balaji Padmanabhan, Kaushik Dutta
cs.CLcs.AIarXiv:2401.06796v12024
KVShareArena: KV-Cache Reuse Across Contexts and Model Checkpoints
Xi Shi, Qian Lou
cs.CLarXiv:2609.10266v12026
Two-Token Features and Small-Large Ensembles for VLM Hallucination Detection
Eli Schwartz
cs.CLarXiv:2609.10244v12026
From Word Models to World Models: Translating from Natural Language to the Probabilistic Language of Thought
Lionel Wong, Gabriel Grand, Alexander K. Lew +4
cs.CLcs.AIcs.SCarXiv:2306.12672v22023
The Answer Path and the Grounding Instruction in LLM Question Answering over Knowledge Graphs
Arquimedes Canedo
cs.CLcs.IRarXiv:2609.10237v12026
Through the Looking Glass: Directly Reading and Writing Transformers
Mark Oskin
cs.CLcs.LGarXiv:2609.10210v12026
Politics of Feelings: Emotional Expression and Legislative Effectiveness in the U.S. Congress
Segun Aroyehun
cs.CLarXiv:2609.10198v12026
Who Argues What? Joint Argument-Entity Detection and Classification in Political Debates
Lucio La Cava, Stefano Francesco Monea, Sergio Greco
cs.CLarXiv:2609.10192v12026
The Semantic Bottleneck: Leveraging Semantic Representations for Non-Invasive Speech Decoding
Gilad D. Landau, Dulhan Jayalath, Oiwi Parker Jones
cs.CLcs.LGarXiv:2609.10296v12026
VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning
Han Lin, Abhay Zala, Jaemin Cho +1
cs.CVcs.AIcs.CLarXiv:2309.15091v22023
Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization
Navonil Majumder, Chia-Yu Hung, Deepanway Ghosal +3
cs.SDcs.AIcs.CLarXiv:2404.09956v42024
Posterior calibration and exploratory analysis for natural language processing models
Khanh Nguyen, Brendan O'Connor
cs.CLarXiv:1508.05154v22015
One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era
Chaoning Zhang, Chenshuang Zhang, Chenghao Li +13
cs.CYcs.AIcs.CLarXiv:2304.06488v12023
VLX-VR: An Agentic-Aware Video Reasoning Model
Sheng Li, Peng Liu, Qianqian Zhang +1
cs.CLcs.CVarXiv:2609.09985v12026
Solving Math Word Problems by Combining Language Models With Symbolic Solvers
Joy He-Yueya, Gabriel Poesia, Rose E. Wang +1
cs.CLcs.AIarXiv:2304.09102v12023
From Retrieval to Weights: Parametric Individualization of Small Language Models with Individual Text Corpora
Christoph Wigbels, Ali Abusaleh, Markus T. Jansen +2
cs.CLcs.IRarXiv:2609.10155v12026
YallaMorph: A Benchmark for Evaluating Arabic Morphological Generation in Large Language Models
Mahmoud Reda, Salam Khalifa, Reham Marzouk +1
cs.CLarXiv:2609.10153v12026
ProbPlug: A Plugin Uncertainty Network for Reliable Confidence in LLM Binary Classification
Jianzong Wang, Chuhang Liu, Botao Zhao +6
cs.CLarXiv:2609.10122v12026
Data-Centric Post-Training for Financial Reasoning: Mining, Distillation, and Verifiable Learning
Zhirayr Hayrapetyan, Andrei Kalmykov, Denis Kokosinskii +2
cs.CLarXiv:2609.10113v12026
Transfer Learning from Adult to Children for Speech Recognition: Evaluation, Analysis and Recommendations
Prashanth Gurunath Shivakumar, Panayiotis Georgiou
eess.AScs.CLcs.SDarXiv:1805.03322v12018
MedDeID enables locally governed clinical-text de-identification from real or synthetic training data
Stig Hellemans, Tom Stroobants, Elyne Scheurwegs +3
cs.CLcs.LGarXiv:2609.10049v12026
Stable Answers, Unfinished Reasoning: Why Self-Consensus Is Not a Safe Early-Exit Signal
Yunxiang Mo, Donghao Zhao, Hejia Geng
cs.CLarXiv:2609.09989v12026
SalamandraTA at WMT 2026 Terminology Shared Task: Hard Examples Are Better Teachers
Xixian Liao, Maite Melero
cs.CLarXiv:2609.09999v12026
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing
Ye Tian, Baolin Peng, Linfeng Song +4
cs.CLcs.LGarXiv:2404.12253v22024
Multi-Functional Embedding Models for Funder Name Disambiguation in Scientific Publication Records
Kanyao Han, Zhiwen You, Jinseok Kim +1
cs.CLarXiv:2609.09984v12026
Towards Stress-Aware Sentence-Level Filipino G2P With Weakly-Supervised ByT5 Fine-Tuning
Lorenz Bernard Marqueses, Paulo Grane Gabriel Silva, Chastine Cabatay +2
cs.CLarXiv:2609.09974v12026
Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers
Zhuohan Li, Eric Wallace, Sheng Shen +4
cs.CLcs.LGarXiv:2002.11794v22020
$S^3$-Bench: Evaluating Speech Interaction Models as Scientific Voice Assistants
Heyang Liu, Jiayi Huang, Wenyang Xiao +8
cs.CLarXiv:2609.09852v12026
HyperTrace: Hypothesis-Based Preference Tracing for Online LLM Personalization
Jianzhi Shen, Keyu Mao, Minghao Shao +7
cs.CLarXiv:2609.09835v12026
Towards Automated Factchecking: Developing an Annotation Schema and Benchmark for Consistent Automated Claim Detection
Lev Konstantinovskiy, Oliver Price, Mevan Babakar +1
cs.CLarXiv:1809.08193v22018
5-Dialects-BN: Unmasking the Impact of Transliteration on Bangla Dialectal LLMs
Md Mahir Jawad, Galib Mahmud Jim, Rafid Ahmed +3
cs.CLarXiv:2609.09964v12026
Contrastive Projection: Reading Transformer Internals by Differencing Logit Lenses
Olli Tuomi
cs.CLarXiv:2609.09902v12026
A Critical Evaluation of Evaluations for Long-form Question Answering
Fangyuan Xu, Yixiao Song, Mohit Iyyer +1
cs.CLarXiv:2305.18201v12023
Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection
Guangxiang Zhao, Junyang Lin, Zhiyuan Zhang +3
cs.CLcs.LGarXiv:1912.11637v12019
Deep and shallow biases in language models
An Vo, Vy Tuong Dang, Khai-Nguyen Nguyen +4
cs.CLarXiv:2609.09901v12026
Large Language Models can Strategically Deceive their Users when Put Under Pressure
Jérémy Scheurer, Mikita Balesni, Marius Hobbhahn
cs.CLcs.AIcs.LGarXiv:2311.07590v42023
Sycophancy to Subterfuge: Investigating Reward-Tampering in Large Language Models
Carson Denison, Monte MacDiarmid, Fazl Barez +11
cs.AIcs.CLarXiv:2406.10162v32024
Leveraging Fine-grained Error Correction in Korean Speech Recognition for Consultation Services
Yonghyun Jun, Jimin Lee, Hwan Chang +3
cs.CLarXiv:2609.09889v12026

Computation and Language

If It's Not Buggy, Don't Fix It: On the Dynamics of Iterative Bug-fixing with LLMs

Long Time No See! Open-Domain Conversation with Long-Term Persona Memory

Improving Knowledge Graph Embedding Using Simple Constraints

How to Train Long-Context Language Models (Effectively)

Vague2Detect: Handling Ambiguous Prompts in Knowledge-Based Open-World Detection

Who Are They to Each Other? Multi-Agent Reasoning for Speaker Relationship Inference

Video-3D LLM: Learning Position-Aware Video Representation for 3D Scene Understanding

What Does MMLU Actually Measure? A Psychometric Audit of Difficulty Structure in Aggregate Benchmark Scores

MLLMs Hallucinate when Information Distribution Drifts in Synergy Heads

Building Multilingual Bridges: Data Mixing as the Pillar of Generalization for In-Language Reasoning

Do speech foundation models really learn words?

Deterministic Prompting for Speaker-Stable Low-Resource Greek TTS

PELM: Power Efficient On-Device LLM Inference with Speculative Decoding and Dynamic Voltage Frequency Scaling

Cross-Target Stance Classification with Self-Attention Networks

An Efficient and Effective Agentic Group Shilling Attack on Recommender Systems

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation

IdeaAMBIG: Benchmarking Implementation-Critical Gaps in Research-Idea Specifications

EduChat: A Large-Scale Language Model-based Chatbot System for Intelligent Education

Understanding Catastrophic Forgetting in Language Models via Implicit Inference

Regression Transformer: Concurrent sequence regression and generation for molecular language modeling

Rosetta at AlexandriaX-2026: LoRA-Adapted NileChat for Context-Aware Dialectal Arabic Dialogue Translation

On-Policy Distillation for Vision-Language Model Adaptation, an Effective Paradigm on Low-Quality Multimodal Data

AI Hallucinations: A Misnomer Worth Clarifying

KVShareArena: KV-Cache Reuse Across Contexts and Model Checkpoints

Two-Token Features and Small-Large Ensembles for VLM Hallucination Detection

From Word Models to World Models: Translating from Natural Language to the Probabilistic Language of Thought

The Answer Path and the Grounding Instruction in LLM Question Answering over Knowledge Graphs

Through the Looking Glass: Directly Reading and Writing Transformers

Politics of Feelings: Emotional Expression and Legislative Effectiveness in the U.S. Congress

Who Argues What? Joint Argument-Entity Detection and Classification in Political Debates

The Semantic Bottleneck: Leveraging Semantic Representations for Non-Invasive Speech Decoding

VideoDirectorGPT: Consistent Multi-scene Video Generation via LLM-Guided Planning

Tango 2: Aligning Diffusion-based Text-to-Audio Generations through Direct Preference Optimization

Posterior calibration and exploratory analysis for natural language processing models

One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era

VLX-VR: An Agentic-Aware Video Reasoning Model

Solving Math Word Problems by Combining Language Models With Symbolic Solvers

From Retrieval to Weights: Parametric Individualization of Small Language Models with Individual Text Corpora

YallaMorph: A Benchmark for Evaluating Arabic Morphological Generation in Large Language Models

ProbPlug: A Plugin Uncertainty Network for Reliable Confidence in LLM Binary Classification

Data-Centric Post-Training for Financial Reasoning: Mining, Distillation, and Verifiable Learning

Transfer Learning from Adult to Children for Speech Recognition: Evaluation, Analysis and Recommendations

MedDeID enables locally governed clinical-text de-identification from real or synthetic training data

Stable Answers, Unfinished Reasoning: Why Self-Consensus Is Not a Safe Early-Exit Signal

SalamandraTA at WMT 2026 Terminology Shared Task: Hard Examples Are Better Teachers

Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing

Multi-Functional Embedding Models for Funder Name Disambiguation in Scientific Publication Records

Towards Stress-Aware Sentence-Level Filipino G2P With Weakly-Supervised ByT5 Fine-Tuning

Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers

$S^3$-Bench: Evaluating Speech Interaction Models as Scientific Voice Assistants

HyperTrace: Hypothesis-Based Preference Tracing for Online LLM Personalization

Towards Automated Factchecking: Developing an Annotation Schema and Benchmark for Consistent Automated Claim Detection

5-Dialects-BN: Unmasking the Impact of Transliteration on Bangla Dialectal LLMs

Contrastive Projection: Reading Transformer Internals by Differencing Logit Lenses

A Critical Evaluation of Evaluations for Long-form Question Answering

Explicit Sparse Transformer: Concentrated Attention Through Explicit Selection

Deep and shallow biases in language models

Large Language Models can Strategically Deceive their Users when Put Under Pressure

Sycophancy to Subterfuge: Investigating Reward-Tampering in Large Language Models

Leveraging Fine-grained Error Correction in Korean Speech Recognition for Consultation Services