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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8,701 to 8,760 of 11,259

Fundamental Reasoning Paradigms Induce Out-of-Domain Generalization in Language Models
Mingzi Cao, Xingwei Tan, Mahmud Elahi Akhter +4
cs.CLarXiv:2602.08658v22026
SocialVeil: Probing Social Intelligence of Language Agents under Communication Barriers
Keyang Xuan, Pengda Wang, Chongrui Ye +3
cs.AIcs.CLarXiv:2602.05115v12026
Uncovering Cross-Objective Interference in Multi-Objective Alignment
Yining Lu, Meng Jiang
cs.CLcs.LGarXiv:2602.06869v22026
Secure Code Generation via Online Reinforcement Learning with Vulnerability Reward Model
Tianyi Wu, Mingzhe Du, Yue Liu +4
cs.CRcs.AIcs.CLarXiv:2602.07422v12026
A Survey on Automated Fact-Checking
Zhijiang Guo, Michael Schlichtkrull, Andreas Vlachos
cs.CLarXiv:2108.11896v32021
compar:IA: The French Government's LLM arena to collect French-language human prompts and preference data
Lucie Termignon, Simonas Zilinskas, Hadrien Pélissier +3
cs.CLcs.AIarXiv:2602.06669v12026
Improving Data and Reward Design for Scientific Reasoning in Large Language Models
Zijie Chen, Zhenghao Lin, Xiao Liu +3
cs.CLarXiv:2602.08321v22026
ChatGPT: Jack of all trades, master of none
Jan Kocoń, Igor Cichecki, Oliwier Kaszyca +17
cs.CLcs.AIcs.CYarXiv:2302.10724v42023
Mitigating Reasoning-Induced Misalignment via Safety-Direction Penalty
Yipeng Zhao, Qishun Yang, Shenzhe Zhu +2
cs.AIcs.CLarXiv:2608.23497v12026
Multimodal Fact-Level Attribution for Verifiable Reasoning
David Wan, Han Wang, Ziyang Wang +3
cs.CLcs.AIcs.CVarXiv:2602.11509v22026
Exploring Models and Data for Image Question Answering
Mengye Ren, Ryan Kiros, Richard Zemel
cs.LGcs.AIcs.CLarXiv:1505.02074v42015
LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models
Chan Hee Song, Jiaman Wu, Clayton Washington +3
cs.AIcs.CLcs.CVarXiv:2212.04088v32022
SenTSR-Bench: Thinking with Injected Knowledge for Time-Series Reasoning
Zelin He, Boran Han, Xiyuan Zhang +10
cs.LGcs.AIcs.CLarXiv:2602.19455v12026
Reasoning about Entailment with Neural Attention
Tim Rocktäschel, Edward Grefenstette, Karl Moritz Hermann +2
cs.CLcs.AIcs.LGarXiv:1509.06664v42015
How Do Decoder-Only LLMs Perceive Users? Rethinking Attention Masking for User Representation Learning
Jiahao Yuan, Yike Xu, Jinyong Wen +8
cs.CLarXiv:2602.10622v12026
Counter with Evidence! A Multi-Agent Memory Efficient Reasoning Framework for Hate Category Informed Counterspeech Generation
Sujoy Nath, Aswini Kumar, Tanmoy Chakraborty
cs.CLarXiv:2608.23152v12026
VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts
Hangbo Bao, Wenhui Wang, Li Dong +5
cs.CVcs.CLcs.LGarXiv:2111.02358v22021
Dice Loss for Data-imbalanced NLP Tasks
Xiaoya Li, Xiaofei Sun, Yuxian Meng +4
cs.CLarXiv:1911.02855v52019
TSWAP: A Multilingual Retrieval-Augmented Thai Wellness Advisor
Pornthep Ukosaramig, Kobkrit Viriyayudhakorn
cs.CLcs.IRarXiv:2608.22917v12026
The Art of Efficient Reasoning: Data, Reward, and Optimization
Taiqiang Wu, Zenan Xu, Bo Zhou +1
cs.CLcs.AIarXiv:2602.20945v32026
Agent-G$^2$: Gaussian Guidance for Agentic Reinforcement Learning
Zixuan Wang, Yanrui Miao, Zhengxi Lu +6
cs.AIcs.CLarXiv:2608.23318v12026
CHIMERA: Compact Synthetic Data for Generalizable LLM Reasoning
Xinyu Zhu, Yihao Feng, Yanchao Sun +5
cs.CLcs.AIarXiv:2603.00889v12026
DiaRelay: Relaying Dialogue Context with a Constant-Size Memory for Emotion Recognition in Conversation
Zihao Zhou, Bin Yang, Jinghui Qin +1
cs.CLcs.AIarXiv:2608.22745v12026
AraDetox: A Multi-Dialect Arabic Detoxification Dataset
Mo El-Haj
cs.CLcs.AIarXiv:2608.22894v12026
Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning
Lei Huang, Xiang Cheng, Chenxiao Zhao +6
cs.CLcs.AIarXiv:2603.04597v12026
Buried in Textual Debt: Context Pruning with Visual Evidence Preservation for MLLM Agents
Yuchen Huang, Sijia Li, Jun Zhang +1
cs.AIcs.CLarXiv:2608.22963v12026
Modeling Coverage for Neural Machine Translation
Zhaopeng Tu, Zhengdong Lu, Yang Liu +2
cs.CLarXiv:1601.04811v62016
Chinese NER Using Lattice LSTM
Yue Zhang, Jie Yang
cs.CLarXiv:1805.02023v42018
ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers
Zhewei Yao, Reza Yazdani Aminabadi, Minjia Zhang +3
cs.CLcs.LGarXiv:2206.01861v12022
Datasets: A Community Library for Natural Language Processing
Quentin Lhoest, Albert Villanova del Moral, Yacine Jernite +29
cs.CLarXiv:2109.02846v12021
Accent Vector: Controllable Accent Manipulation for Multilingual TTS Without Accented Data
Thanathai Lertpetchpun, Thanapat Trachu, Jihwan Lee +3
cs.CLarXiv:2603.07534v12026
Can Vision-Language Models Solve the Shell Game?
Tiedong Liu, Wee Sun Lee
cs.CVcs.CLarXiv:2603.08436v12026
BLiMP: The Benchmark of Linguistic Minimal Pairs for English
Alex Warstadt, Alicia Parrish, Haokun Liu +4
cs.CLarXiv:1912.00582v42019
Statistical Machine Translation Systems of English-Pnar Language Pair : Some Insights of the Emperical Study
Edawanbiang Dhar Surmila Thokchom, Thoudam Doren Singh
cs.CLcs.AIarXiv:2608.23120v12026
Free Lunch for Pass@$k$? Low Cost Diverse Sampling for Diffusion Language Models
Sean Lamont, Christian Walder, Paul Montague +2
cs.CLcs.AIarXiv:2603.04893v12026
A Multi-Domain and Multi-Task Generative Framework with Explicit Task and Domain Conditioning for Cross-Domain Event Extraction
Siting Liang, Omar Adjali, Daniel Sonntag
cs.CLarXiv:2608.23235v12026
Censored LLMs as a Natural Testbed for Secret Knowledge Elicitation
Helena Casademunt, Bartosz Cywiński, Khoi Tran +3
cs.LGcs.AIcs.CLarXiv:2603.05494v22026
Your AI, On a Dial: Controlling Investment Bias in LLMs with a Single Neuron
Sahong Park, Suhwan Park, Hoyoung Lee +8
cs.AIcs.CLq-fin.GNarXiv:2608.22852v12026
ConvergeFlow: Language Flow with Provable Convergence to Token Embeddings
Na Li, Yuchen Jiao, Changxiao Cai +1
cs.CLcs.AIcs.LGarXiv:2608.23551v12026
$V_{0.5}$: Generalist Value Model as a Prior for Sparse RL Rollouts
Yi-Kai Zhang, Yueqing Sun, Hongyan Hao +4
cs.LGcs.AIcs.CLarXiv:2603.10848v12026
LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention
Ikuya Yamada, Akari Asai, Hiroyuki Shindo +2
cs.CLcs.LGarXiv:2010.01057v12020
Think While Watching: Online Streaming Segment-Level Memory for Multi-Turn Video Reasoning in Multimodal Large Language Models
Lu Wang, Zhuoran Jin, Yupu Hao +4
cs.CVcs.AIcs.CLarXiv:2603.11896v12026
Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering
Huijuan Xu, Kate Saenko
cs.CVcs.AIcs.CLarXiv:1511.05234v22015
Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding
Sicong Leng, Hang Zhang, Guanzheng Chen +4
cs.CVcs.AIcs.CLarXiv:2311.16922v12023
Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders
Tiancheng Zhao, Ran Zhao, Maxine Eskenazi
cs.CLcs.AIarXiv:1703.10960v32017
Alignment Makes Language Models Normative, Not Descriptive
Eilam Shapira, Moshe Tennenholtz, Roi Reichart
cs.CLcs.AIcs.GTarXiv:2603.17218v22026
Using cognitive psychology to understand GPT-3
Marcel Binz, Eric Schulz
cs.CLcs.AIcs.LGarXiv:2206.14576v12022
Nudging Hidden States: Training-Free Model Steering for Chain-of-Thought Reasoning in Large Audio-Language Models
Lok-Lam Ieong, Chia-Chien Chen, Chih-Kai Yang +3
cs.SDcs.AIcs.CLarXiv:2603.14636v12026
EESEN: End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding
Yajie Miao, Mohammad Gowayyed, Florian Metze
cs.CLcs.LGarXiv:1507.08240v32015
FlashSampling: Fast and Memory-Efficient Exact Sampling
Tomas Ruiz, Zhen Qin, Yifan Zhang +3
cs.LGcs.AIcs.CLarXiv:2603.15854v22026
Pretrained Transformers for Text Ranking: BERT and Beyond
Jimmy Lin, Rodrigo Nogueira, Andrew Yates
cs.IRcs.CLarXiv:2010.06467v32020
DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding
Tao Shen, Tianyi Zhou, Guodong Long +3
cs.CLcs.AIarXiv:1709.04696v32017
Residual Stream Duality in Modern Transformer Architectures
Yifan Zhang
cs.LGcs.AIcs.CLarXiv:2603.16039v22026
HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning
Shenzhi Wang, Shixuan Liu, Jing Zhou +8
cs.CVcs.AIcs.CLarXiv:2603.17024v22026
Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality
Mengyu Bu, Yang Feng
cs.CLarXiv:2603.17512v42026
Reasoning over mathematical objects: on-policy reward modeling and test time aggregation
Pranjal Aggarwal, Marjan Ghazvininejad, Seungone Kim +18
cs.AIcs.CLarXiv:2603.18886v12026
Generalized Discrete Diffusion from Snapshots
Oussama Zekri, Théo Uscidda, Nicolas Boullé +1
stat.MLcs.AIcs.CLarXiv:2603.21342v12026
Memory Bank Compression for Continual Adaptation of Large Language Models
Thomas Katraouras, Dimitrios Rafailidis
cs.LGcs.CLarXiv:2601.00756v12026
The Geometry of Low-Resource Language Representations
Francois Meyer, Jan Buys
cs.CLarXiv:2608.23358v12026
Towards Comprehensive Stage-wise Benchmarking of Large Language Models in Fact-Checking
Hongzhan Lin, Zixin Chen, Zhiqi Shen +5
cs.CLarXiv:2601.02669v12026

Computation and Language

Fundamental Reasoning Paradigms Induce Out-of-Domain Generalization in Language Models

SocialVeil: Probing Social Intelligence of Language Agents under Communication Barriers

Uncovering Cross-Objective Interference in Multi-Objective Alignment

Secure Code Generation via Online Reinforcement Learning with Vulnerability Reward Model

A Survey on Automated Fact-Checking

compar:IA: The French Government's LLM arena to collect French-language human prompts and preference data

Improving Data and Reward Design for Scientific Reasoning in Large Language Models

ChatGPT: Jack of all trades, master of none

Mitigating Reasoning-Induced Misalignment via Safety-Direction Penalty

Multimodal Fact-Level Attribution for Verifiable Reasoning

Exploring Models and Data for Image Question Answering

LLM-Planner: Few-Shot Grounded Planning for Embodied Agents with Large Language Models

SenTSR-Bench: Thinking with Injected Knowledge for Time-Series Reasoning

Reasoning about Entailment with Neural Attention

How Do Decoder-Only LLMs Perceive Users? Rethinking Attention Masking for User Representation Learning

Counter with Evidence! A Multi-Agent Memory Efficient Reasoning Framework for Hate Category Informed Counterspeech Generation

VLMo: Unified Vision-Language Pre-Training with Mixture-of-Modality-Experts

Dice Loss for Data-imbalanced NLP Tasks

TSWAP: A Multilingual Retrieval-Augmented Thai Wellness Advisor

The Art of Efficient Reasoning: Data, Reward, and Optimization

Agent-G$^2$: Gaussian Guidance for Agentic Reinforcement Learning

CHIMERA: Compact Synthetic Data for Generalizable LLM Reasoning

DiaRelay: Relaying Dialogue Context with a Constant-Size Memory for Emotion Recognition in Conversation

AraDetox: A Multi-Dialect Arabic Detoxification Dataset

Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning

Buried in Textual Debt: Context Pruning with Visual Evidence Preservation for MLLM Agents

Modeling Coverage for Neural Machine Translation

Chinese NER Using Lattice LSTM

ZeroQuant: Efficient and Affordable Post-Training Quantization for Large-Scale Transformers

Datasets: A Community Library for Natural Language Processing

Accent Vector: Controllable Accent Manipulation for Multilingual TTS Without Accented Data

Can Vision-Language Models Solve the Shell Game?

BLiMP: The Benchmark of Linguistic Minimal Pairs for English

Statistical Machine Translation Systems of English-Pnar Language Pair : Some Insights of the Emperical Study

Free Lunch for Pass@$k$? Low Cost Diverse Sampling for Diffusion Language Models

A Multi-Domain and Multi-Task Generative Framework with Explicit Task and Domain Conditioning for Cross-Domain Event Extraction

Censored LLMs as a Natural Testbed for Secret Knowledge Elicitation

Your AI, On a Dial: Controlling Investment Bias in LLMs with a Single Neuron

ConvergeFlow: Language Flow with Provable Convergence to Token Embeddings

$V_{0.5}$: Generalist Value Model as a Prior for Sparse RL Rollouts

LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention

Think While Watching: Online Streaming Segment-Level Memory for Multi-Turn Video Reasoning in Multimodal Large Language Models

Ask, Attend and Answer: Exploring Question-Guided Spatial Attention for Visual Question Answering

Mitigating Object Hallucinations in Large Vision-Language Models through Visual Contrastive Decoding

Learning Discourse-level Diversity for Neural Dialog Models using Conditional Variational Autoencoders

Alignment Makes Language Models Normative, Not Descriptive

Using cognitive psychology to understand GPT-3

Nudging Hidden States: Training-Free Model Steering for Chain-of-Thought Reasoning in Large Audio-Language Models

EESEN: End-to-End Speech Recognition using Deep RNN Models and WFST-based Decoding

FlashSampling: Fast and Memory-Efficient Exact Sampling

Pretrained Transformers for Text Ranking: BERT and Beyond

DiSAN: Directional Self-Attention Network for RNN/CNN-Free Language Understanding

Residual Stream Duality in Modern Transformer Architectures

HopChain: Multi-Hop Data Synthesis for Generalizable Vision-Language Reasoning

Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality

Reasoning over mathematical objects: on-policy reward modeling and test time aggregation

Generalized Discrete Diffusion from Snapshots

Memory Bank Compression for Continual Adaptation of Large Language Models

The Geometry of Low-Resource Language Representations

Towards Comprehensive Stage-wise Benchmarking of Large Language Models in Fact-Checking