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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15,241 to 15,300 of 18,968

Fast Inference from Transformers via Speculative Decoding
Yaniv Leviathan, Matan Kalman, Yossi Matias
cs.LGcs.CLarXiv:2211.17192v22022
Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset
Bill Byrne, Karthik Krishnamoorthi, Chinnadhurai Sankar +7
cs.CLcs.AIcs.LGarXiv:1909.05358v12019
TrimR: Verifier-based Training-Free Thinking Compression for Efficient Test-Time Scaling
Weizhe Lin, Xing Li, Zhiyuan Yang +7
cs.LGcs.AIcs.CLarXiv:2505.17155v22025
RuleWeaver: Benchmarking Rule-Centered Scenario Reasoning for Large Language Models
Bohan Yu, Shi-Yang Li, Pengfei Cao +2
cs.CLarXiv:2608.26832v12026
OCC-RAG: Optimal Cognitive Core for Faithful Question Answering
Maksim Savkin, Mikhail Goncharov, Alexander Gambashidze +7
cs.CLarXiv:2606.00683v12026
Challenges and Strategies in Cross-Cultural NLP
Daniel Hershcovich, Stella Frank, Heather Lent +11
cs.CLarXiv:2203.10020v12022
A Kernel-Based View of Language Model Fine-Tuning
Sadhika Malladi, Alexander Wettig, Dingli Yu +2
cs.LGcs.CLarXiv:2210.05643v42022
Do Text Edits Generalize to Visual Generation? Benchmarking Cross-Modal Knowledge Editing in UMMs
Xin Gao, Cheng Yang, Chufan Shi +1
cs.CLcs.CVarXiv:2606.00477v12026
Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models
Qiguang Chen, Libo Qin, Jinhao Liu +7
cs.AIcs.CLarXiv:2503.09567v52025
ReplicationBench: Can AI Agents Replicate Astrophysics Research Papers?
Christine Ye, Sihan Yuan, Suchetha Cooray +10
cs.CLastro-ph.IMarXiv:2510.24591v22025
PolicyGuide: From Guarding One Action to Guiding the Whole Workflow for Policy-Compliant LLM Agents
Seongjae Kang, Taehyung Yu, Sung Ju Hwang
cs.AIcs.CLcs.LGarXiv:2608.19861v12026
LitLLM: A Toolkit for Scientific Literature Review
Shubham Agarwal, Gaurav Sahu, Abhay Puri +5
cs.CLcs.AIcs.IRarXiv:2402.01788v22024
Black-Box Prompt Optimization: Aligning Large Language Models without Model Training
Jiale Cheng, Xiao Liu, Kehan Zheng +5
cs.CLarXiv:2311.04155v32023
Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model
Jingcheng Hu, Yinmin Zhang, Qi Han +3
cs.LGcs.CLarXiv:2503.24290v22025
Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization
Noam Razin, Sadhika Malladi, Adithya Bhaskar +3
cs.LGcs.AIcs.CLarXiv:2410.08847v42024
Interactive Task Planning with Language Models
Boyi Li, Philipp Wu, Pieter Abbeel +1
cs.ROcs.AIcs.CLarXiv:2310.10645v22023
VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects
Xiangbo Gao, Sicong Jiang, Bangya Liu +12
cs.CVcs.AIcs.CLarXiv:2604.16272v22026
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities
Fengqing Jiang, Zhangchen Xu, Yuetai Li +5
cs.AIcs.CLarXiv:2502.12025v12025
Why We Care About Understanding: Competence through Predictive Compression
Matthieu Queloz, Pierre Beckmann
cs.AIcs.CLarXiv:2609.04962v12026
Measuring the Gap Between Human and LLM Research Ideas
Ziyu Chen, Yilun Zhao, Arman Cohan
cs.CLcs.AIarXiv:2607.01233v12026
Effective Reasoning Chains Reduce Intrinsic Dimensionality
Archiki Prasad, Mandar Joshi, Kenton Lee +2
cs.CLcs.AIcs.LGarXiv:2602.09276v22026
Multi-Source Domain Adaptation with Mixture of Experts
Jiang Guo, Darsh J Shah, Regina Barzilay
cs.CLarXiv:1809.02256v22018
Steering Language Models with Game-Theoretic Solvers
Ian Gemp, Roma Patel, Yoram Bachrach +6
cs.CLcs.AIcs.GTarXiv:2402.01704v32024
Improving Knowledge Graph Embedding Using Simple Constraints
Boyang Ding, Quan Wang, Bin Wang +1
cs.AIcs.CLarXiv:1805.02408v22018
Defining and Evaluating Visual Language Models' Basic Spatial Abilities: A Perspective from Psychometrics
Wenrui Xu, Dalin Lyu, Weihang Wang +3
cs.CVcs.CLarXiv:2502.11859v22025
Coder Reviewer Reranking for Code Generation
Tianyi Zhang, Tao Yu, Tatsunori B. Hashimoto +4
cs.LGcs.CLcs.PLarXiv:2211.16490v12022
Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents
Yiting Shen, Kun Li, Wei Zhou +1
cs.CLcs.AIarXiv:2601.19935v12026
AgentV-RL: Scaling Reward Modeling with Agentic Verifier
Jiazheng Zhang, Ziche Fu, Zhiheng Xi +13
cs.CLcs.AIarXiv:2604.16004v12026
GECToR -- Grammatical Error Correction: Tag, Not Rewrite
Kostiantyn Omelianchuk, Vitaliy Atrasevych, Artem Chernodub +1
cs.CLcs.LGarXiv:2005.12592v22020
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling
Xiang Hu, Xinyu Wei, Hao Gu +10
cs.CLcs.AIarXiv:2607.02980v12026
Can LLMs Estimate Student Struggles? Human-AI Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction
Ming Li, Han Chen, Yunze Xiao +3
cs.CLcs.AIcs.CYarXiv:2512.18880v22025
Beyond Decodability: Do Acoustic Factors Drive Predictions in Speech-Based Alzheimer's Assessment?
Serli Kopar, Alkis Koudounas, Roshan P. Rane +3
cs.SDcs.CLcs.LGarXiv:2610.01846v12026
SuS-X: Training-Free Name-Only Transfer of Vision-Language Models
Vishaal Udandarao, Ankush Gupta, Samuel Albanie
cs.CVcs.CLcs.MMarXiv:2211.16198v42022
World Models Meet Language Models: On the Complementarity of Concrete and Abstract Reasoning
Yucheng Zhou, Wei Tao, Yiwen Guo +1
cs.CVcs.CLarXiv:2606.03603v12026
A Survey of Text Watermarking in the Era of Large Language Models
Aiwei Liu, Leyi Pan, Yijian Lu +7
cs.CLarXiv:2312.07913v62023
Reading Cognition as Decisions Unfold in Words: A Factorized Inverse Decision Model
Jiawen Kang, Dongrui Han, Xixin Wu +1
cs.CLq-bio.NCarXiv:2608.09222v12026
Diversity-oriented Data Augmentation with Large Language Models
Zaitian Wang, Jinghan Zhang, Xinhao Zhang +3
cs.CLcs.AIcs.LGarXiv:2502.11671v22025
TravelPlanner: A Benchmark for Real-World Planning with Language Agents
Jian Xie, Kai Zhang, Jiangjie Chen +5
cs.CLarXiv:2402.01622v42024
ALYMPICS: LLM Agents Meet Game Theory -- Exploring Strategic Decision-Making with AI Agents
Shaoguang Mao, Yuzhe Cai, Yan Xia +5
cs.CLcs.AIcs.GTarXiv:2311.03220v42023
UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation
Daixuan Cheng, Shaohan Huang, Junyu Bi +7
cs.CLarXiv:2303.08518v42023
VETO: Video Efficient Token Optimization for Vision Language Models
Gueter Josmy Faure, Hao Ping Wang, Min-Hung Chen +1
cs.CVcs.AIcs.CLarXiv:2610.01785v12026
Rethinking Psychometric Evaluation of LLMs: When and Why Self-Reports Predict Behavior
Rafal Kocielnik, Pengrui Han, Peiyang Song +5
cs.AIcs.CLcs.CYarXiv:2606.12730v12026
SMAT: Simple and Efficient Merge-Aware Training
Yanggan Gu, Yuanyi Wang, Zhen Li +5
cs.LGcs.CLarXiv:2609.33437v12026
Structured Pruning of Large Language Models
Ziheng Wang, Jeremy Wohlwend, Tao Lei
cs.CLcs.LGstat.MLarXiv:1910.04732v22019
Sparse Attention Is Matrix Approximation, Not Choosing from a Bag of Values
Fang Wan, Xufeng Liu, Fan Li +1
cs.CLarXiv:2610.10871v12026
LLMPEDIA: Browsing, Verifying, and Comparing the Parametric Encyclopedic Knowledge of LLMs
Muhammed Saeed, Simon Razniewski
cs.CLarXiv:2609.01182v12026
Mega-ASR: Towards In-the-wild^2 Speech Recognition via Scaling up Real-world Acoustic Simulation
Zhifei Xie, Kaiyu Pang, Haobin Zhang +4
cs.SDcs.AIcs.CLarXiv:2605.19833v12026
Does It Tie Out? Towards Autonomous Legal Agents in Venture Capital
Pierre Colombo, Malik Boudiaf, Allyn Sweet +4
cs.CLarXiv:2512.18658v12025
AutoWebGLM: A Large Language Model-based Web Navigating Agent
Hanyu Lai, Xiao Liu, Iat Long Iong +8
cs.CLarXiv:2404.03648v22024
LACE: Layer-Wise Compression for Dynamic Frame Rate Codecs
Thanapat Trachu, Samuele Cornell, William Chen +1
cs.SDcs.AIcs.CLarXiv:2609.17509v12026
EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory
Chang Nie, Chaoyou Fu, Junlan Feng +1
cs.CLarXiv:2606.21649v22026
Language Model Alignment with Elastic Reset
Michael Noukhovitch, Samuel Lavoie, Florian Strub +1
cs.CLarXiv:2312.07551v12023
Personalized Wireless Federated Learning for Large Language Models
Feibo Jiang, Li Dong, Siwei Tu +5
cs.LGcs.AIcs.CLarXiv:2404.13238v22024
Future Querying: Can LLMs Serve as Implicit Medical World Models?
Siri Willems, James Butterworth, Lore Goetschalckx +4
cs.CLcs.AIarXiv:2608.23248v12026
SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning
Yangruibo Ding, Jinjun Peng, Marcus J. Min +3
cs.CLcs.AIcs.SEarXiv:2406.01006v22024
Morpheus: A Morphology-Aware Neural Tokenizer and Word Embedder for Turkish
Tolga Şakar
cs.CLcs.AIarXiv:2606.18717v12026
optimize_anything: A Universal API for Optimizing any Text Parameter
Lakshya A Agrawal, Donghyun Lee, Shangyin Tan +11
cs.CLcs.AIcs.LGarXiv:2605.19633v12026
PowerAttention: Exponentially Scaling of Receptive Fields for Effective Sparse Attention
Lida Chen, Dong Xu, Chenxin An +8
cs.CLcs.LGarXiv:2503.03588v12025
Self-Evaluation as a Defense Against Adversarial Attacks on LLMs
Hannah Brown, Leon Lin, Kenji Kawaguchi +1
cs.LGcs.CLcs.CRarXiv:2407.03234v32024
JoinGR: Learning to Traverse Join Graphs for Table Retrieval
Sandipan De, Abhijit Chakraborty, Sambaran Bandyopadhyay +1
cs.CLcs.AIcs.DBarXiv:2610.01064v12026

Computation and Language

Fast Inference from Transformers via Speculative Decoding

Taskmaster-1: Toward a Realistic and Diverse Dialog Dataset

TrimR: Verifier-based Training-Free Thinking Compression for Efficient Test-Time Scaling

RuleWeaver: Benchmarking Rule-Centered Scenario Reasoning for Large Language Models

OCC-RAG: Optimal Cognitive Core for Faithful Question Answering

Challenges and Strategies in Cross-Cultural NLP

A Kernel-Based View of Language Model Fine-Tuning

Do Text Edits Generalize to Visual Generation? Benchmarking Cross-Modal Knowledge Editing in UMMs

Towards Reasoning Era: A Survey of Long Chain-of-Thought for Reasoning Large Language Models

ReplicationBench: Can AI Agents Replicate Astrophysics Research Papers?

PolicyGuide: From Guarding One Action to Guiding the Whole Workflow for Policy-Compliant LLM Agents

LitLLM: A Toolkit for Scientific Literature Review

Black-Box Prompt Optimization: Aligning Large Language Models without Model Training

Open-Reasoner-Zero: An Open Source Approach to Scaling Up Reinforcement Learning on the Base Model

Unintentional Unalignment: Likelihood Displacement in Direct Preference Optimization

Interactive Task Planning with Language Models

VEFX-Bench: A Holistic Benchmark for Generic Video Editing and Visual Effects

SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities

Why We Care About Understanding: Competence through Predictive Compression

Measuring the Gap Between Human and LLM Research Ideas

Effective Reasoning Chains Reduce Intrinsic Dimensionality

Multi-Source Domain Adaptation with Mixture of Experts

Steering Language Models with Game-Theoretic Solvers

Improving Knowledge Graph Embedding Using Simple Constraints

Defining and Evaluating Visual Language Models' Basic Spatial Abilities: A Perspective from Psychometrics

Coder Reviewer Reranking for Code Generation

Mem2ActBench: A Benchmark for Evaluating Long-Term Memory Utilization in Task-Oriented Autonomous Agents

AgentV-RL: Scaling Reward Modeling with Agentic Verifier

GECToR -- Grammatical Error Correction: Tag, Not Rewrite

Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling

Can LLMs Estimate Student Struggles? Human-AI Difficulty Alignment with Proficiency Simulation for Item Difficulty Prediction

Beyond Decodability: Do Acoustic Factors Drive Predictions in Speech-Based Alzheimer's Assessment?

SuS-X: Training-Free Name-Only Transfer of Vision-Language Models

World Models Meet Language Models: On the Complementarity of Concrete and Abstract Reasoning

A Survey of Text Watermarking in the Era of Large Language Models

Reading Cognition as Decisions Unfold in Words: A Factorized Inverse Decision Model

Diversity-oriented Data Augmentation with Large Language Models

TravelPlanner: A Benchmark for Real-World Planning with Language Agents

ALYMPICS: LLM Agents Meet Game Theory -- Exploring Strategic Decision-Making with AI Agents

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation

VETO: Video Efficient Token Optimization for Vision Language Models

Rethinking Psychometric Evaluation of LLMs: When and Why Self-Reports Predict Behavior

SMAT: Simple and Efficient Merge-Aware Training

Structured Pruning of Large Language Models

Sparse Attention Is Matrix Approximation, Not Choosing from a Bag of Values

LLMPEDIA: Browsing, Verifying, and Comparing the Parametric Encyclopedic Knowledge of LLMs

Mega-ASR: Towards In-the-wild^2 Speech Recognition via Scaling up Real-world Acoustic Simulation

Does It Tie Out? Towards Autonomous Legal Agents in Venture Capital

AutoWebGLM: A Large Language Model-based Web Navigating Agent

LACE: Layer-Wise Compression for Dynamic Frame Rate Codecs

EvoEmbedding: Evolvable Representations for Long-Context Retrieval and Agentic Memory

Language Model Alignment with Elastic Reset

Personalized Wireless Federated Learning for Large Language Models

Future Querying: Can LLMs Serve as Implicit Medical World Models?

SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning

Morpheus: A Morphology-Aware Neural Tokenizer and Word Embedder for Turkish

optimize_anything: A Universal API for Optimizing any Text Parameter

PowerAttention: Exponentially Scaling of Receptive Fields for Effective Sparse Attention

Self-Evaluation as a Defense Against Adversarial Attacks on LLMs

JoinGR: Learning to Traverse Join Graphs for Table Retrieval