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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13,501 to 13,560 of 19,338

Unsupervised Question Decomposition for Question Answering
Ethan Perez, Patrick Lewis, Wen-tau Yih +2
cs.CLcs.AIcs.LGarXiv:2002.09758v32020
Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs
Jiajun Chen, Huarui He, Feng Wu +1
cs.LGcs.CLarXiv:2103.03642v12021
No One Model Catches Every Harm: Benchmarking Content Moderation Across Safety Scenarios
Afshin Orojlooyjadid, Hitesh Patel
cs.CLarXiv:2608.21775v12026
Choosing the Right Language Mode at Inference Time for Multilingual Reliability
Ekata Mitra, Ameeta Agrawal
cs.CLarXiv:2609.04653v12026
Universal Transformers
Mostafa Dehghani, Stephan Gouws, Oriol Vinyals +2
cs.CLcs.LGstat.MLarXiv:1807.03819v32018
Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation
Xianghe Pang, Shuo Tang, Rui Ye +4
cs.CLcs.AIcs.CYarXiv:2402.05699v32024
Generalized End-to-End Loss for Speaker Verification
Li Wan, Quan Wang, Alan Papir +1
eess.AScs.CLcs.LGarXiv:1710.10467v52017
RWKV-7 "Goose" with Expressive Dynamic State Evolution
Bo Peng, Ruichong Zhang, Daniel Goldstein +15
cs.CLcs.AIcs.LGarXiv:2503.14456v22025
Extractive Summarization of Long Documents by Combining Global and Local Context
Wen Xiao, Giuseppe Carenini
cs.CLarXiv:1909.08089v12019
Improving Reasoning Capabilities in Small Models through Mixture-of-Layers Distillation with Stepwise Attention on Key Information
Yao Chen, Jiawei Sheng, Wenyuan Zhang +1
cs.CLarXiv:2604.15701v12026
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports
Yuhao Zhang, Derek Merck, Emily Bao Tsai +2
cs.CLarXiv:1911.02541v32019
ConsensusBench: Benchmark of Consensus Nodes for LLM Reasoning via Outcome Reward Densifying
Shi-Qi Yan, Chao-Hong Tan, Qian Chen +3
cs.CLarXiv:2609.04648v12026
FlashLabs Chroma 1.0: A Real-Time End-to-End Spoken Dialogue Model with Personalized Voice Cloning
Tanyu Chen, Tairan Chen, Kai Shen +4
cs.SDcs.CLeess.ASarXiv:2601.11141v12026
The Limits of Binding in Dual Encoders
Kin Ian Lo
cs.LGcs.CLcs.CVarXiv:2608.15971v12026
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
Keep Me Updated! Memory Management in Long-term Conversations
Sanghwan Bae, Donghyun Kwak, Soyoung Kang +7
cs.CLcs.AIarXiv:2210.08750v12022
BOOM: Beyond Only One Modality KIT's Multimodal Multilingual Lecture Companion
Sai Koneru, Fabian Retkowski, Christian Huber +5
cs.CLarXiv:2512.02817v22025
Guides That Cause Actions: An Offline Study of Guide-Action Mutual Reinforcement in Multimodal Web Agents
Chengguang Gan, Yunhao Liang, QingHao Zhang +1
cs.CLarXiv:2609.27353v12026
IndicDetect: Evaluating Cross-Lingual LLM-Generated Text Detection for Hindi, Telugu, and Tamil
Bhaskar Ganesh Devalla, Junchao Wu, Nilesh Dokuparthi +4
cs.CLcs.AIarXiv:2608.29919v12026
Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs
Chun-Hsiao Yeh, Chenyu Wang, Shengbang Tong +7
cs.CVcs.CLarXiv:2504.15280v22025
Data Scarcity and Model Sparsity: Mixtures-of-Experts Overfit More to Repeated Data
Atindra Jha, Margaret Li, Jure Leskovec +2
cs.LGcs.CLarXiv:2609.11917v12026
The Unequal Influence of Bad Advice: Using Training Data Attribution to Modulate Emergent Misalignment
Gonçalo Paulo, Louis Jaburi, Nora Belrose +2
cs.CLcs.AIarXiv:2609.37914v12026
VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents
Rui Meng, Ziyan Jiang, Ye Liu +10
cs.CVcs.CLarXiv:2507.04590v12025
SimCT: Recovering Lost Supervision for Cross-Tokenizer On-Policy Distillation
Jie Sun, Mao Zheng, Mingyang Song +6
cs.CLarXiv:2605.07711v22026
Protecting Intellectual Property of Language Generation APIs with Lexical Watermark
Xuanli He, Qiongkai Xu, Lingjuan Lyu +2
cs.CRcs.CLarXiv:2112.02701v12021
Towards Coherent and Consistent Use of Entities in Narrative Generation
Pinelopi Papalampidi, Kris Cao, Tomas Kocisky
cs.CLcs.LGarXiv:2202.01709v12022
Language on Demand, Knowledge at Core: Composing LLMs with Encoder-Decoder Translation Models for Extensible Multilinguality
Mengyu Bu, Yang Feng
cs.CLarXiv:2603.17512v42026
Learning to Detect Language Model Training Data via Active Reconstruction
Junjie Oscar Yin, John X. Morris, Vitaly Shmatikov +2
cs.LGcs.AIcs.CLarXiv:2602.19020v12026
Cognitive Graph for Multi-Hop Reading Comprehension at Scale
Ming Ding, Chang Zhou, Qibin Chen +2
cs.CLarXiv:1905.05460v22019
Controllable Affective Generation via Latent Vector Steering
Xixian Yong, Siyuan Chang, Yingying Zhang +2
cs.CLcs.AIarXiv:2608.25569v12026
On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters
Mind Lab, :, Vin Bo +64
cs.LGcs.CLarXiv:2606.02437v22026
Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline
Meng Lu, Ruochen Zhang, Carsten Eickhoff +1
cs.CLarXiv:2505.20546v22025
LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models
Ming Zhang, Yujiong Shen, Jingyi Deng +19
cs.CLarXiv:2508.05452v72025
IsolateGPT: An Execution Isolation Architecture for LLM-Based Agentic Systems
Yuhao Wu, Franziska Roesner, Tadayoshi Kohno +2
cs.CRcs.AIcs.CLarXiv:2403.04960v22024
DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks
Kaijie Zhu, Jiaao Chen, Jindong Wang +3
cs.AIcs.CLcs.LGarXiv:2309.17167v32023
Beyond Surface Alignment: Grounding the Dynamics of Situational Understanding and Generative Control in LLMs
Chenghao Yang
cs.CLarXiv:2608.29610v12026
Large Batch Optimization for Deep Learning: Training BERT in 76 minutes
Yang You, Jing Li, Sashank Reddi +7
cs.LGcs.AIcs.CLarXiv:1904.00962v52019
Pre-training via Paraphrasing
Mike Lewis, Marjan Ghazvininejad, Gargi Ghosh +3
cs.CLcs.LGstat.MLarXiv:2006.15020v12020
DISAPERE: A Dataset for Discourse Structure in Peer Review Discussions
Neha Kennard, Tim O'Gorman, Rajarshi Das +6
cs.CLarXiv:2110.08520v22021
LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools?
Guozhao Mo, Wenliang Zhong, Jiawei Chen +7
cs.AIcs.CLarXiv:2508.01780v22025
Personalized Language Modeling from Personalized Human Feedback
Xinyu Li, Ruiyang Zhou, Zachary C. Lipton +1
cs.CLcs.AIcs.LGarXiv:2402.05133v32024
Masader: Metadata Sourcing for Arabic Text and Speech Data Resources
Zaid Alyafeai, Maraim Masoud, Mustafa Ghaleb +1
cs.CLarXiv:2110.06744v12021
What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning
Wei Liu, Weihao Zeng, Keqing He +2
cs.CLcs.AIcs.LGarXiv:2312.15685v22023
STRAND: Benchmarking and Improving Object-Centric Spatio-Temporal Monitoring in Video Large Language Models
Thong Nguyen, Tri Cao, Khoi Le +4
cs.CVcs.CLarXiv:2609.29607v12026
Adversarial Retriever-Ranker for dense text retrieval
Hang Zhang, Yeyun Gong, Yelong Shen +3
cs.CLarXiv:2110.03611v52021
Group Sequence Policy Optimization
Chujie Zheng, Shixuan Liu, Mingze Li +9
cs.LGcs.AIcs.CLarXiv:2507.18071v22025
AlgoVeri: An Aligned Benchmark for Verified Code Generation on Classical Algorithms
Haoyu Zhao, Ziran Yang, Jiawei Li +6
cs.SEcs.AIcs.CLarXiv:2602.09464v22026
EvalAgent: Discovering Implicit Evaluation Criteria from the Web
Manya Wadhwa, Zayne Sprague, Chaitanya Malaviya +3
cs.CLarXiv:2504.15219v22025
Common 7B Language Models Already Possess Strong Math Capabilities
Chen Li, Weiqi Wang, Jingcheng Hu +5
cs.CLcs.AIarXiv:2403.04706v12024
Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values
Yejin Bang, Tiezheng Yu, Andrea Madotto +3
cs.CLcs.AIarXiv:2210.07652v12022
Retrieval Capacity of Self-Attention Under Competition
Timur Mudarisov, Mikhail Burtsev, Radu State
cs.CLcs.LGarXiv:2609.37879v12026
K-BERT: Enabling Language Representation with Knowledge Graph
Weijie Liu, Peng Zhou, Zhe Zhao +4
cs.CLcs.LGarXiv:1909.07606v12019
Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models
Teng Wang, Zhangyi Jiang, Zhenqi He +9
cs.CLcs.AIarXiv:2503.13551v52025
Meanings are like Onions: a Layered Approach to Metaphor Processing
Silvia Cappa, Anna Sofia Lippolis, Stefano Zoia
cs.CLarXiv:2507.10354v22025
Contrastive Learning for Fair Representations
Aili Shen, Xudong Han, Trevor Cohn +2
cs.CLcs.AIarXiv:2109.10645v12021
LLM4Impact: Integrating Heterogeneous Information for Scientific Impact Prediction
Yong Cao, Markus Flicke, Haoyu He +2
cs.CLarXiv:2610.10138v12026
Latent Hatred: A Benchmark for Understanding Implicit Hate Speech
Mai ElSherief, Caleb Ziems, David Muchlinski +4
cs.CLcs.SIarXiv:2109.05322v12021
When Chain of Thought is Necessary, Language Models Struggle to Evade Monitors
Scott Emmons, Erik Jenner, David K. Elson +5
cs.AIcs.CLarXiv:2507.05246v12025
When Stale Constraints Go Unchecked: Budgeted Verification Failures in Inherited Agent Memory
Kazuki Nakayashiki
cs.IRcs.AIcs.CLarXiv:2608.25553v12026
Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning
Da Yin, Liunian Harold Li, Ziniu Hu +2
cs.CLcs.AIcs.CVarXiv:2109.06860v12021

Computation and Language

Unsupervised Question Decomposition for Question Answering

Topology-Aware Correlations Between Relations for Inductive Link Prediction in Knowledge Graphs

No One Model Catches Every Harm: Benchmarking Content Moderation Across Safety Scenarios

Choosing the Right Language Mode at Inference Time for Multilingual Reliability

Universal Transformers

Self-Alignment of Large Language Models via Monopolylogue-based Social Scene Simulation

Generalized End-to-End Loss for Speaker Verification

RWKV-7 "Goose" with Expressive Dynamic State Evolution

Extractive Summarization of Long Documents by Combining Global and Local Context

Improving Reasoning Capabilities in Small Models through Mixture-of-Layers Distillation with Stepwise Attention on Key Information

Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports

ConsensusBench: Benchmark of Consensus Nodes for LLM Reasoning via Outcome Reward Densifying

FlashLabs Chroma 1.0: A Real-Time End-to-End Spoken Dialogue Model with Personalized Voice Cloning

The Limits of Binding in Dual Encoders

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

Keep Me Updated! Memory Management in Long-term Conversations

BOOM: Beyond Only One Modality KIT's Multimodal Multilingual Lecture Companion

Guides That Cause Actions: An Offline Study of Guide-Action Mutual Reinforcement in Multimodal Web Agents

IndicDetect: Evaluating Cross-Lingual LLM-Generated Text Detection for Hindi, Telugu, and Tamil

Seeing from Another Perspective: Evaluating Multi-View Understanding in MLLMs

Data Scarcity and Model Sparsity: Mixtures-of-Experts Overfit More to Repeated Data

The Unequal Influence of Bad Advice: Using Training Data Attribution to Modulate Emergent Misalignment

VLM2Vec-V2: Advancing Multimodal Embedding for Videos, Images, and Visual Documents

SimCT: Recovering Lost Supervision for Cross-Tokenizer On-Policy Distillation

Protecting Intellectual Property of Language Generation APIs with Lexical Watermark

Towards Coherent and Consistent Use of Entities in Narrative Generation

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

Learning to Detect Language Model Training Data via Active Reconstruction

Cognitive Graph for Multi-Hop Reading Comprehension at Scale

Controllable Affective Generation via Latent Vector Steering

On the Scaling of PEFT: Towards Million Personal Models of Trillion Parameters

Paths Not Taken: Understanding and Mending the Multilingual Factual Recall Pipeline

LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models

IsolateGPT: An Execution Isolation Architecture for LLM-Based Agentic Systems

DyVal: Dynamic Evaluation of Large Language Models for Reasoning Tasks

Beyond Surface Alignment: Grounding the Dynamics of Situational Understanding and Generative Control in LLMs

Large Batch Optimization for Deep Learning: Training BERT in 76 minutes

Pre-training via Paraphrasing

DISAPERE: A Dataset for Discourse Structure in Peer Review Discussions

LiveMCPBench: Can Agents Navigate an Ocean of MCP Tools?

Personalized Language Modeling from Personalized Human Feedback

Masader: Metadata Sourcing for Arabic Text and Speech Data Resources

What Makes Good Data for Alignment? A Comprehensive Study of Automatic Data Selection in Instruction Tuning

STRAND: Benchmarking and Improving Object-Centric Spatio-Temporal Monitoring in Video Large Language Models

Adversarial Retriever-Ranker for dense text retrieval

Group Sequence Policy Optimization

AlgoVeri: An Aligned Benchmark for Verified Code Generation on Classical Algorithms

EvalAgent: Discovering Implicit Evaluation Criteria from the Web

Common 7B Language Models Already Possess Strong Math Capabilities

Enabling Classifiers to Make Judgements Explicitly Aligned with Human Values

Retrieval Capacity of Self-Attention Under Competition

K-BERT: Enabling Language Representation with Knowledge Graph

Towards Hierarchical Multi-Step Reward Models for Enhanced Reasoning in Large Language Models

Meanings are like Onions: a Layered Approach to Metaphor Processing

Contrastive Learning for Fair Representations

LLM4Impact: Integrating Heterogeneous Information for Scientific Impact Prediction

Latent Hatred: A Benchmark for Understanding Implicit Hate Speech

When Chain of Thought is Necessary, Language Models Struggle to Evade Monitors

When Stale Constraints Go Unchecked: Budgeted Verification Failures in Inherited Agent Memory

Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning