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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12,661 to 12,720 of 19,405

Efficient Reinforcement Finetuning via Adaptive Curriculum Learning
Taiwei Shi, Yiyang Wu, Linxin Song +2
cs.LGcs.CLarXiv:2504.05520v42025
From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models
Mehar Bhatia, Sahithya Ravi, Aditya Chinchure +2
cs.CLcs.AIcs.CVarXiv:2407.00263v12024
Exploring Length Generalization in Large Language Models
Cem Anil, Yuhuai Wu, Anders Andreassen +7
cs.CLcs.LGarXiv:2207.04901v22022
BERTilda: Explainable Topic Lifecycle Tracking with Split/Merge Detection via Similarity-and-Flow Temporal Graphs
Cláudia Oliveira, Álvaro Figueira
cs.CLcs.LGarXiv:2608.18101v12026
Guided Self-Evolving LLMs with Minimal Human Supervision
Wenhao Yu, Zhenwen Liang, Chengsong Huang +4
cs.AIcs.CLcs.LGarXiv:2512.02472v12025
Approaching Human-Level Forecasting with Language Models
Danny Halawi, Fred Zhang, Chen Yueh-Han +1
cs.LGcs.AIcs.CLarXiv:2402.18563v12024
Markets, Not Planners: Decentralized Orchestration of LLM Agents with Private Information
Xiao Liu, Haoyang Li, Songwei Li +4
cs.MAcs.CLarXiv:2608.23867v12026
Coding Agent Memory Post-training: Unlocking the Memory Potential of Pre-trained File Operations for Long-Horizon Tasks via Reinforcement Learning
Lirui Luo, Kelong Mao, Heming Xia +10
cs.LGcs.AIcs.CLarXiv:2609.34422v12026
GameCraft-Bench: Can Agents Build Playable Games End-to-End in a Real Game Engine?
Tongxu Luo, Rongsheng Wang, Jiaxi Bi +22
cs.CLarXiv:2606.17861v12026
MojiTalk: Generating Emotional Responses at Scale
Xianda Zhou, William Yang Wang
cs.CLcs.AIarXiv:1711.04090v22017
Learning to Deceive with Attention-Based Explanations
Danish Pruthi, Mansi Gupta, Bhuwan Dhingra +2
cs.CLcs.LGarXiv:1909.07913v22019
LLM-3D Print: Large Language Models To Monitor and Control 3D Printing
Yayati Jadhav, Peter Pak, Amir Barati Farimani
cs.CLcs.AIcs.LGarXiv:2408.14307v32024
STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation
Nader Akoury, Shufan Wang, Josh Whiting +3
cs.CLcs.HCarXiv:2010.01717v12020
Do Large Language Model Benchmarks Test Reliability?
Joshua Vendrow, Edward Vendrow, Sara Beery +1
cs.LGcs.CLarXiv:2502.03461v12025
Agent Primitives: Reusable Latent Building Blocks for Multi-Agent Systems
Haibo Jin, Peng Kuang, Ye Yu +2
cs.MAcs.AIcs.CLarXiv:2602.03695v22026
From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents
Md Tahmid Rahman Laskar, Xue-Yong Fu, Seyyed Saeed Sarfjoo +3
cs.CLarXiv:2605.15104v22026
Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI
Mahyar Abbasian, Elahe Khatibi, Iman Azimi +11
cs.CLarXiv:2309.12444v32023
Rank Reversal in Multilingual LLM Judges: A Label-Free Double-Centering Calibrator
Alhasan Mahmood, Samir Abdaljalil, Hasan Kurban
cs.CLcs.AIarXiv:2608.22432v12026
COFFEQA: Counterfactual-Guided Few-Shot Distillation for LLM Question Answering
Kavinda Kehelella, Sanghamitra Dutta
cs.CLcs.AIcs.LGarXiv:2610.12837v12026
Institutional Newspapers Pipeline: Deriving billions of high quality tokens from historical newspapers
Matteo Cargnelutti, Catherine Brobston, Eben English +6
cs.CLcs.DLarXiv:2608.18972v12026
RedAct: Redacting Agent Capability Traces for Procedural Skill Protection
Shuwen Xu, Zhitao He, Yi R. Fung
cs.CRcs.CLarXiv:2606.10813v32026
Affective Context Amplifies Sycophancy in LLM Responses
Jiayi Li, Sanjana Menon, Brett Frischmann +2
cs.CLarXiv:2608.21242v12026
Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling
Sanchit Gandhi, Patrick von Platen, Alexander M. Rush
cs.CLcs.SDeess.ASarXiv:2311.00430v12023
AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses
Cheng Qian, Wenting Zhao, Liangwei Yang +6
cs.LGcs.AIcs.CLarXiv:2608.12307v12026
Missing vs. Unused Knowledge Hypothesis for Language Model Bottlenecks in Patent Understanding
Siyang Wu, Honglin Bao, Nadav Kunievsky +1
cs.CLcs.CYcs.DLarXiv:2505.12452v42025
Word Translation Without Parallel Data
Alexis Conneau, Guillaume Lample, Marc'Aurelio Ranzato +2
cs.CLarXiv:1710.04087v32017
Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models
Ruikang Liu, Yuxuan Sun, Manyi Zhang +5
cs.CLcs.AIarXiv:2504.04823v22025
DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation
Yuhang Lai, Chengxi Li, Yiming Wang +7
cs.SEcs.CLarXiv:2211.11501v12022
Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions
Federico Bianchi, Mirac Suzgun, Giuseppe Attanasio +4
cs.CLarXiv:2309.07875v32023
Long-form factuality in large language models
Jerry Wei, Chengrun Yang, Xinying Song +9
cs.CLcs.AIcs.LGarXiv:2403.18802v42024
Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual
He He, Sheng Zha, Haohan Wang
cs.CLarXiv:1908.10763v22019
QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management
Weizhou Shen, Ziyi Yang, Chenliang Li +11
cs.CLarXiv:2512.12967v12025
GPT-4V(ision) is a Generalist Web Agent, if Grounded
Boyuan Zheng, Boyu Gou, Jihyung Kil +2
cs.IRcs.AIcs.CLarXiv:2401.01614v22024
Cross-lingual Contextualized Topic Models with Zero-shot Learning
Federico Bianchi, Silvia Terragni, Dirk Hovy +2
cs.CLarXiv:2004.07737v22020
A Multi-task Learning Framework for Opinion Triplet Extraction
Chen Zhang, Qiuchi Li, Dawei Song +1
cs.CLarXiv:2010.01512v22020
Deep Reinforcement Learning for Mention-Ranking Coreference Models
Kevin Clark, Christopher D. Manning
cs.CLarXiv:1609.08667v32016
Tuning Language Models by Proxy
Alisa Liu, Xiaochuang Han, Yizhong Wang +3
cs.CLarXiv:2401.08565v42024
Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation
Shicheng Xu, Liang Pang, Mo Yu +4
cs.CLcs.AIcs.IRarXiv:2402.18150v22024
R2-Router: A New Paradigm for LLM Routing with Reasoning
Jiaqi Xue, Qian Lou, Jiarong Xing +1
cs.CLarXiv:2602.02823v22026
When the Chain of Thought Knows Better: Failure Modes in Multi-Turn Reasoning Models
Sai Kartheek Reddy Kasu, Nils Lukas, Samuele Poppi
cs.AIcs.CLcs.LGarXiv:2606.10740v22026
AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities
Zhongzhi Chen, Guang Liu, Bo-Wen Zhang +3
cs.CLarXiv:2211.06679v22022
Taming Sparsely Activated Transformer with Stochastic Experts
Simiao Zuo, Xiaodong Liu, Jian Jiao +5
cs.CLcs.LGarXiv:2110.04260v32021
Augmenting Self-attention with Persistent Memory
Sainbayar Sukhbaatar, Edouard Grave, Guillaume Lample +2
cs.LGcs.CLstat.MLarXiv:1907.01470v12019
Choosing Transfer Languages for Cross-Lingual Learning
Yu-Hsiang Lin, Chian-Yu Chen, Jean Lee +10
cs.CLarXiv:1905.12688v22019
Machine Unlearning of Pre-trained Large Language Models
Jin Yao, Eli Chien, Minxin Du +4
cs.CLcs.AIcs.CRarXiv:2402.15159v32024
A Web of Hate: Tackling Hateful Speech in Online Social Spaces
Haji Mohammad Saleem, Kelly P Dillon, Susan Benesch +1
cs.CLarXiv:1709.10159v12017
Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training
Joe Stacey, Pasquale Minervini, Haim Dubossarsky +2
cs.LGcs.AIcs.CLarXiv:2004.07790v52020
Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction
Inhwan Bae, Junoh Lee, Hae-Gon Jeon
cs.CLcs.CVcs.LGarXiv:2403.18447v12024
Irreducible Curriculum for Language Model Pretraining
Simin Fan, Martin Jaggi
cs.CLcs.AIcs.LGarXiv:2310.15389v12023
SWE-World: Building Software Engineering Agents in Docker-Free Environments
Shuang Sun, Huatong Song, Lisheng Huang +11
cs.SEcs.CLarXiv:2602.03419v12026
Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking
Jian-Guo Zhang, Kazuma Hashimoto, Chien-Sheng Wu +4
cs.CLcs.AIarXiv:1910.03544v42019
Training Data Efficiency in Multimodal Process Reward Models
Jinyuan Li, Chengsong Huang, Langlin Huang +4
cs.LGcs.CLcs.MMarXiv:2602.04145v22026
Auditing Bias and Safety in Voice AI Customer Care
Vignesh Ethiraj, Ashwath David
eess.AScs.CLcs.CYarXiv:2609.04206v12026
PAWS: Paraphrase Adversaries from Word Scrambling
Yuan Zhang, Jason Baldridge, Luheng He
cs.CLarXiv:1904.01130v12019
R2Vul: Learning to Reason about Software Vulnerabilities with Reinforcement Learning and Structured Reasoning Distillation
Martin Weyssow, Chengran Yang, Junkai Chen +12
cs.SEcs.AIcs.CLarXiv:2504.04699v22025
From Captions to Visual Concepts and Back
Hao Fang, Saurabh Gupta, Forrest Iandola +9
cs.CVcs.CLarXiv:1411.4952v32014
Dynamic Linear Attention
Xin Wang, Hui Shen, Boyuan Zheng +7
cs.CLcs.AIarXiv:2606.10650v12026
The Domestic Unprotected Zone: Algorithmic Governance and the Reproduction of Perpetrator Discourse in Conversational AI
Lyu Chang, Sònia Estradé Albiol, Núria Vergés Bosch
cs.CYcs.CLcs.HCarXiv:2609.28479v12026
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems
Zihao Yi, Jiarui Ouyang, Zhe Xu +4
cs.CLcs.AIarXiv:2402.18013v22024
Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs
W. James Murdoch, Peter J. Liu, Bin Yu
cs.CLcs.LGstat.MLarXiv:1801.05453v22018

Computation and Language

Efficient Reinforcement Finetuning via Adaptive Curriculum Learning

From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models

Exploring Length Generalization in Large Language Models

BERTilda: Explainable Topic Lifecycle Tracking with Split/Merge Detection via Similarity-and-Flow Temporal Graphs

Guided Self-Evolving LLMs with Minimal Human Supervision

Approaching Human-Level Forecasting with Language Models

Markets, Not Planners: Decentralized Orchestration of LLM Agents with Private Information

Coding Agent Memory Post-training: Unlocking the Memory Potential of Pre-trained File Operations for Long-Horizon Tasks via Reinforcement Learning

GameCraft-Bench: Can Agents Build Playable Games End-to-End in a Real Game Engine?

MojiTalk: Generating Emotional Responses at Scale

Learning to Deceive with Attention-Based Explanations

LLM-3D Print: Large Language Models To Monitor and Control 3D Printing

STORIUM: A Dataset and Evaluation Platform for Machine-in-the-Loop Story Generation

Do Large Language Model Benchmarks Test Reliability?

Agent Primitives: Reusable Latent Building Blocks for Multi-Agent Systems

From Text to Voice: A Reproducible and Verifiable Framework for Evaluating Tool Calling LLM Agents

Foundation Metrics for Evaluating Effectiveness of Healthcare Conversations Powered by Generative AI

Rank Reversal in Multilingual LLM Judges: A Label-Free Double-Centering Calibrator

COFFEQA: Counterfactual-Guided Few-Shot Distillation for LLM Question Answering

Institutional Newspapers Pipeline: Deriving billions of high quality tokens from historical newspapers

RedAct: Redacting Agent Capability Traces for Procedural Skill Protection

Affective Context Amplifies Sycophancy in LLM Responses

Distil-Whisper: Robust Knowledge Distillation via Large-Scale Pseudo Labelling

AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses

Missing vs. Unused Knowledge Hypothesis for Language Model Bottlenecks in Patent Understanding

Word Translation Without Parallel Data

Quantization Hurts Reasoning? An Empirical Study on Quantized Reasoning Models

DS-1000: A Natural and Reliable Benchmark for Data Science Code Generation

Safety-Tuned LLaMAs: Lessons From Improving the Safety of Large Language Models that Follow Instructions

Long-form factuality in large language models

Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual

QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management

GPT-4V(ision) is a Generalist Web Agent, if Grounded

Cross-lingual Contextualized Topic Models with Zero-shot Learning

A Multi-task Learning Framework for Opinion Triplet Extraction

Deep Reinforcement Learning for Mention-Ranking Coreference Models

Tuning Language Models by Proxy

Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation

R2-Router: A New Paradigm for LLM Routing with Reasoning

When the Chain of Thought Knows Better: Failure Modes in Multi-Turn Reasoning Models

AltCLIP: Altering the Language Encoder in CLIP for Extended Language Capabilities

Taming Sparsely Activated Transformer with Stochastic Experts

Augmenting Self-attention with Persistent Memory

Choosing Transfer Languages for Cross-Lingual Learning

Machine Unlearning of Pre-trained Large Language Models

A Web of Hate: Tackling Hateful Speech in Online Social Spaces

Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training

Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction

Irreducible Curriculum for Language Model Pretraining

SWE-World: Building Software Engineering Agents in Docker-Free Environments

Find or Classify? Dual Strategy for Slot-Value Predictions on Multi-Domain Dialog State Tracking

Training Data Efficiency in Multimodal Process Reward Models

Auditing Bias and Safety in Voice AI Customer Care

PAWS: Paraphrase Adversaries from Word Scrambling

R2Vul: Learning to Reason about Software Vulnerabilities with Reinforcement Learning and Structured Reasoning Distillation

From Captions to Visual Concepts and Back

Dynamic Linear Attention

The Domestic Unprotected Zone: Algorithmic Governance and the Reproduction of Perpetrator Discourse in Conversational AI

A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems

Beyond Word Importance: Contextual Decomposition to Extract Interactions from LSTMs