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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961 to 1,020 of 11,247

Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors
Tung Phung, Victor-Alexandru Pădurean, José Cambronero +5
cs.CYcs.AIcs.CLarXiv:2306.17156v32023
K/V-Cache Interventions Dissociate Representation Alignment from Persona Expression in Decoder-Only Language Models
Yu Sun, Mengyin Lu, Cong Feng +2
cs.CLarXiv:2609.11020v12026
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations
Kang Min Yoo, Junyeob Kim, Hyuhng Joon Kim +5
cs.CLcs.AIcs.LGarXiv:2205.12685v22022
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading
Howard Chen, Ramakanth Pasunuru, Jason Weston +1
cs.CLarXiv:2310.05029v12023
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
Robust Multimodal Sentiment Analysis with Incomplete Modalities via Semantic-aware Completeness based Reconstruction
Han-Jun Choi, Byunggill Joe, Saim Shin +1
cs.CLcs.AIcs.LGarXiv:2609.10950v12026
MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization
Jinwei Lu, Yuanfeng Song, Chen Zhang +1
cs.CLcs.AIcs.DBarXiv:2601.18320v12026
Structurally Speaking: Motif-Oriented Graph Captioning through Bidirectional Graph-Text Translation
Hsiao-Ying Lu, Dongyu Liu, Kwan-Liu Ma
cs.CLcs.LGarXiv:2609.10923v12026
Auto-RecSys: Harnessing Autonomous Research Agents for Industry-Scale Recommender System
Ming Li, Dai Li, Xuying Ning +11
cs.CLarXiv:2609.10922v12026
Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family
Yiming Tan, Dehai Min, Yu Li +4
cs.CLarXiv:2303.07992v32023
SearchAtlas: Analyzing Agentic Search Strategies via Evidential Query Graphs
Jiacheng Sang, Mengyuan Li, Sanxing Chen +3
cs.CLarXiv:2609.10901v12026
Retrieving Multimodal Information for Augmented Generation: A Survey
Ruochen Zhao, Hailin Chen, Weishi Wang +8
cs.CLarXiv:2303.10868v32023
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis
Zhiwei Liu, Kailai Yang, Tianlin Zhang +2
cs.CLarXiv:2401.08508v22024
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks
Swaroop Mishra, Arindam Mitra, Neeraj Varshney +4
cs.CLcs.AIcs.LGarXiv:2204.05660v12022
SCOTT: Self-Consistent Chain-of-Thought Distillation
Peifeng Wang, Zhengyang Wang, Zheng Li +3
cs.CLarXiv:2305.01879v42023
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
Yihua Zhang, Pingzhi Li, Junyuan Hong +10
cs.LGcs.CLarXiv:2402.11592v32024
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
Jiashu Xu, Mingyu Derek Ma, Fei Wang +2
cs.CLcs.AIcs.CRarXiv:2305.14710v22023
CoDAR: Continuous Diffusion Language Models are More Powerful Than You Think
Junzhe Shen, Jieru Zhao, Ziwei He +1
cs.CLcs.AIcs.LGarXiv:2603.02547v12026
LLM-Anchored Paralinguistic Enrichment for Alzheimer's Disease Detection
Xiao Wei, Yuqin Lin, Yaru Cao +6
cs.CLcs.SDarXiv:2609.10896v12026
Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs
Pranjal Aggarwal, Aman Madaan, Yiming Yang +1
cs.CLarXiv:2305.11860v22023
Does Linguistic Structure Enrichment Enhance Coherence Assessment? Not With Current Architectures
Victor Mazzotti, Luiz Pereira, Marina Bitencourt dos Santos +4
cs.CLcs.AIarXiv:2609.10893v12026
Detectable Only Where It Is Confounded: What Verified Duplication Counts Say About Membership Evidence in Language Models
Arman Nik Khah
cs.CLcs.CRcs.LGarXiv:2609.10830v12026
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent
Binxu Li, Tiankai Yan, Yuanting Pan +8
cs.CLcs.AIarXiv:2407.02483v22024
Larger Context Window, Fewer Overcorrections: Optimizing Prompts and Batching for Minimal-Edit Grammatical Error Correction
Kateryna Karpo, Artem Chernodub
cs.CLarXiv:2609.10810v12026
Analyzing Traditional and Neural Approaches to Multilingual Readability Assessment
Joshua Wong, Chris Tanner
cs.CLarXiv:2609.10792v12026
Generating Benchmarks for Factuality Evaluation of Language Models
Dor Muhlgay, Ori Ram, Inbal Magar +7
cs.CLcs.AIarXiv:2307.06908v22023
Multilingual in Name Only? Cultural and Linguistic Weaknesses of LLMs in Urdu
Farah Adeeba, Abdul Rafae Khan, Rajesh Bhatt +1
cs.CLcs.AIcs.LGarXiv:2609.10758v12026
ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewing
Ryan Liu, Nihar B. Shah
cs.CLcs.AIcs.DLarXiv:2306.00622v12023
Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking
Parinthapat Pengpun, Simran Khanuja, Graham Neubig
cs.CLarXiv:2609.10745v12026
Summaries:한국어
Neural Networks for Entity Matching: A Survey
Nils Barlaug, Jon Atle Gulla
cs.DBcs.CLcs.LGarXiv:2010.11075v22020
CMNIE: An Information Extraction Benchmark for Chinese Military News
Yan Yu, Mengna Zhu, Zhenyu Song +3
cs.CLarXiv:2609.10722v12026
On the Creativity of Large Language Models
Giorgio Franceschelli, Mirco Musolesi
cs.AIcs.CLcs.CYarXiv:2304.00008v52023
Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries
Yiqiao Jin, Mohit Chandra, Gaurav Verma +3
cs.CLcs.AIarXiv:2310.13132v22023
Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems
Mason Nakamura, Abhinav Kumar, Saswat Das +5
cs.MAcs.AIcs.CLarXiv:2602.15198v22026
Data-Efficient Language Modeling: From Frontier Advancement to Principle-Guided Model Improvement
Shuxing Yang, Kaihao Zhu, Junjie Yang +13
cs.CLcs.AIarXiv:2609.10702v12026
Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models
Xudong Lu, Qi Liu, Yuhui Xu +5
cs.CLcs.AIcs.LGarXiv:2402.14800v22024
Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia
Alexander Sasha Vezhnevets, John P. Agapiou, Avia Aharon +7
cs.AIcs.CLarXiv:2312.03664v22023
Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models
Mingyang Wang, Heike Adel, Lukas Lange +4
cs.CLarXiv:2504.04264v12025
Conformal Prediction with Large Language Models for Multi-Choice Question Answering
Bhawesh Kumar, Charlie Lu, Gauri Gupta +4
cs.CLcs.LGstat.MLarXiv:2305.18404v32023
AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?
Ori Yoran, Samuel Joseph Amouyal, Chaitanya Malaviya +3
cs.CLarXiv:2407.15711v22024
Translation Artifacts in Cross-lingual Transfer Learning
Mikel Artetxe, Gorka Labaka, Eneko Agirre
cs.CLcs.LGarXiv:2004.04721v42020
Decoupling KL and Trajectories: A Unified Perspective for SFT, DAgger, Offline RL, and OPD in LLM Distillation
Anhao Zhao, Haoran Xin, Yingqi Fan +3
cs.LGcs.AIcs.CLarXiv:2605.16826v12026
Large Language Models and Knowledge Graphs: Opportunities and Challenges
Jeff Z. Pan, Simon Razniewski, Jan-Christoph Kalo +13
cs.AIcs.CLarXiv:2308.06374v12023
CycleResearcher: Improving Automated Research via Automated Review
Yixuan Weng, Minjun Zhu, Guangsheng Bao +4
cs.CLcs.AIcs.CYarXiv:2411.00816v32024
We're Different, We're the Same: Creative Homogeneity Across LLMs
Emily Wenger, Yoed Kenett
cs.CYcs.AIcs.CLarXiv:2501.19361v12025
The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search
Yutaro Yamada, Robert Tjarko Lange, Cong Lu +5
cs.AIcs.CLcs.LGarXiv:2504.08066v12025
Summaries:한국어
UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark
Nicholas Lourie, Ronan Le Bras, Chandra Bhagavatula +1
cs.CLarXiv:2103.13009v12021
BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations
Qizhi Pei, Wei Zhang, Jinhua Zhu +5
cs.CLcs.AIcs.LGarXiv:2310.07276v32023
NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction
The Intern-NCP Team, :, Jiaqi Cao +26
cs.CLarXiv:2609.10715v12026
TopiOCQA: Open-domain Conversational Question Answering with Topic Switching
Vaibhav Adlakha, Shehzaad Dhuliawala, Kaheer Suleman +2
cs.CLarXiv:2110.00768v32021
Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models
Yifan Li, Hangyu Guo, Kun Zhou +2
cs.CVcs.CLarXiv:2403.09792v32024
Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe
Xiang Yue, Huseyin A. Inan, Xuechen Li +6
cs.CLcs.CRarXiv:2210.14348v32022
X-OPD: Cross-Modal On-Policy Distillation for Capability Alignment in Speech LLMs
Di Cao, Dongjie Fu, Hai Yu +3
eess.AScs.AIcs.CLarXiv:2603.24596v32026
Few-shot In-context Learning for Knowledge Base Question Answering
Tianle Li, Xueguang Ma, Alex Zhuang +3
cs.CLcs.AIarXiv:2305.01750v22023
DeCap: Decoding CLIP Latents for Zero-Shot Captioning via Text-Only Training
Wei Li, Linchao Zhu, Longyin Wen +1
cs.CVcs.AIcs.CLarXiv:2303.03032v12023
Large Language Models and the Reverse Turing Test
Terrence Sejnowski
cs.CLcs.AIcs.LGarXiv:2207.14382v92022
IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents
Hengyu An, Jinghuai Zhang, Tianyu Du +4
cs.CRcs.AIcs.CLarXiv:2508.15310v12025
A spelling correction model for end-to-end speech recognition
Jinxi Guo, Tara N. Sainath, Ron J. Weiss
eess.AScs.AIcs.CLarXiv:1902.07178v12019
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science
Shaolei Zhang, Ju Fan, Meihao Fan +2
cs.AIcs.CLcs.DBarXiv:2510.16872v12025
DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively
Yixuan Weng, Minjun Zhu, Qiujie Xie +4
cs.CLcs.LGarXiv:2509.26603v12025

Computation and Language

Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors

K/V-Cache Interventions Dissociate Representation Alignment from Persona Expression in Decoder-Only Language Models

Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations

Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading

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

Robust Multimodal Sentiment Analysis with Incomplete Modalities via Semantic-aware Completeness based Reconstruction

MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization

Structurally Speaking: Motif-Oriented Graph Captioning through Bidirectional Graph-Text Translation

Auto-RecSys: Harnessing Autonomous Research Agents for Industry-Scale Recommender System

Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family

SearchAtlas: Analyzing Agentic Search Strategies via Evidential Query Graphs

Retrieving Multimodal Information for Augmented Generation: A Survey

EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis

NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks

SCOTT: Self-Consistent Chain-of-Thought Distillation

Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark

Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models

CoDAR: Continuous Diffusion Language Models are More Powerful Than You Think

LLM-Anchored Paralinguistic Enrichment for Alzheimer's Disease Detection

Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Does Linguistic Structure Enrichment Enhance Coherence Assessment? Not With Current Architectures

Detectable Only Where It Is Confounded: What Verified Duplication Counts Say About Membership Evidence in Language Models

MMedAgent: Learning to Use Medical Tools with Multi-modal Agent

Larger Context Window, Fewer Overcorrections: Optimizing Prompts and Batching for Minimal-Edit Grammatical Error Correction

Analyzing Traditional and Neural Approaches to Multilingual Readability Assessment

Generating Benchmarks for Factuality Evaluation of Language Models

Multilingual in Name Only? Cultural and Linguistic Weaknesses of LLMs in Urdu

ReviewerGPT? An Exploratory Study on Using Large Language Models for Paper Reviewing

Think Before You Link: Rarity, Reasoning, and Retrieval in Multilingual Entity Linking

Neural Networks for Entity Matching: A Survey

CMNIE: An Information Extraction Benchmark for Chinese Military News

On the Creativity of Large Language Models

Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries

Colosseum: Auditing Collusion in Cooperative Multi-Agent Systems

Data-Efficient Language Modeling: From Frontier Advancement to Principle-Guided Model Improvement

Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models

Generative agent-based modeling with actions grounded in physical, social, or digital space using Concordia

Lost in Multilinguality: Dissecting Cross-lingual Factual Inconsistency in Transformer Language Models

Conformal Prediction with Large Language Models for Multi-Choice Question Answering

AssistantBench: Can Web Agents Solve Realistic and Time-Consuming Tasks?

Translation Artifacts in Cross-lingual Transfer Learning

Decoupling KL and Trajectories: A Unified Perspective for SFT, DAgger, Offline RL, and OPD in LLM Distillation

Large Language Models and Knowledge Graphs: Opportunities and Challenges

CycleResearcher: Improving Automated Research via Automated Review

We're Different, We're the Same: Creative Homogeneity Across LLMs

The AI Scientist-v2: Workshop-Level Automated Scientific Discovery via Agentic Tree Search

UNICORN on RAINBOW: A Universal Commonsense Reasoning Model on a New Multitask Benchmark

BioT5: Enriching Cross-modal Integration in Biology with Chemical Knowledge and Natural Language Associations

NCP-ArchPreview Technical Report: Moving towards Latent Space Language Models through Next Concept Prediction

TopiOCQA: Open-domain Conversational Question Answering with Topic Switching

Images are Achilles' Heel of Alignment: Exploiting Visual Vulnerabilities for Jailbreaking Multimodal Large Language Models

Synthetic Text Generation with Differential Privacy: A Simple and Practical Recipe

X-OPD: Cross-Modal On-Policy Distillation for Capability Alignment in Speech LLMs

Few-shot In-context Learning for Knowledge Base Question Answering

DeCap: Decoding CLIP Latents for Zero-Shot Captioning via Text-Only Training

Large Language Models and the Reverse Turing Test

IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents

A spelling correction model for end-to-end speech recognition

DeepAnalyze: Agentic Large Language Models for Autonomous Data Science

DeepScientist: Advancing Frontier-Pushing Scientific Findings Progressively