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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12,721 to 12,780 of 19,398

WebChallenger: A Reliable and Efficient Generalist Web Agent
Jayoo Hwang, Xiaowen Zhang, Vedant Padwal
cs.CLarXiv:2606.10423v12026
Deep Self-Evolving Reasoning
Zihan Liu, Shun Zheng, Xumeng Wen +3
cs.CLarXiv:2510.17498v12025
Incorporating Copying Mechanism in Image Captioning for Learning Novel Objects
Ting Yao, Yingwei Pan, Yehao Li +1
cs.CVcs.CLarXiv:1708.05271v12017
Cross-lingual Models of Word Embeddings: An Empirical Comparison
Shyam Upadhyay, Manaal Faruqui, Chris Dyer +1
cs.CLarXiv:1604.00425v22016
MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries
Yixuan Tang, Yi Yang
cs.CLarXiv:2401.15391v12024
Can Large Language Models Infer Causation from Correlation?
Zhijing Jin, Jiarui Liu, Zhiheng Lyu +5
cs.CLcs.AIcs.LGarXiv:2306.05836v32023
The Unreasonable Ineffectiveness of the Deeper Layers
Andrey Gromov, Kushal Tirumala, Hassan Shapourian +2
cs.CLcs.LGstat.MLarXiv:2403.17887v22024
SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers
Yanzheng Xiang, Hanqi Yan, Shuyin Ouyang +2
cs.CLcs.AIcs.MAarXiv:2504.00255v22025
Table-R1: Inference-Time Scaling for Table Reasoning
Zheyuan Yang, Lyuhao Chen, Arman Cohan +1
cs.CLarXiv:2505.23621v22025
Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents
Cheng Qian, Bingxiang He, Zhong Zhuang +8
cs.CLcs.AIcs.HCarXiv:2402.09205v22024
Reasoning Over Semantic-Level Graph for Fact Checking
Wanjun Zhong, Jingjing Xu, Duyu Tang +5
cs.CLcs.AIarXiv:1909.03745v32019
A simple neural network module for relational reasoning
Adam Santoro, David Raposo, David G. T. Barrett +4
cs.CLcs.LGarXiv:1706.01427v12017
Plancraft: an evaluation dataset for planning with LLM agents
Gautier Dagan, Frank Keller, Alex Lascarides
cs.CLcs.AIarXiv:2412.21033v22024
Privacy Washing: Detecting Internal Contradictions in Privacy Policies
Thomas Brackin
cs.CYcs.CLarXiv:2609.02055v12026
Information-Aware KV Cache Compression for Long Reasoning
Jushi Kai, Zhuiri Xiao, Alexandra Birch +1
cs.CLcs.AIarXiv:2606.26875v12026
SliceGPT: Compress Large Language Models by Deleting Rows and Columns
Saleh Ashkboos, Maximilian L. Croci, Marcelo Gennari do Nascimento +2
cs.LGcs.CLarXiv:2401.15024v22024
BenSyc: Benchmarking Conversational Sycophancy and Human Alignment in LLMs for Bengali Contexts
Kazi Noshin, Sajib Acharjee Dip, Ranat Das Prangon +4
cs.CLarXiv:2606.10061v12026
On the Robustness of LLM-Based Dense Retrievers: A Systematic Analysis of Generalizability and Stability
Yongkang Li, Panagiotis Eustratiadis, Yixing Fan +1
cs.IRcs.CLarXiv:2604.16576v12026
Towards Human-Like Interactive Speech Recognition With Agentic Correction and Semantic Evaluation
Zixuan Jiang, Yanqiao Zhu, Peng Wang +8
cs.AIcs.CLarXiv:2605.29430v12026
Language Models that Play Chess and Explain Their Moves
Adithya Bhaskar, Jeffrey Cheng, Danqi Chen
cs.CLarXiv:2610.03695v12026
SpatiaLab: Can Vision-Language Models Perform Spatial Reasoning in the Wild?
Azmine Toushik Wasi, Wahid Faisal, Abdur Rahman +12
cs.CVcs.CEcs.CLarXiv:2602.03916v32026
Language Models for Image Captioning: The Quirks and What Works
Jacob Devlin, Hao Cheng, Hao Fang +5
cs.CLcs.AIcs.CVarXiv:1505.01809v32015
Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora
Stephen Roller, Douwe Kiela, Maximilian Nickel
cs.CLarXiv:1806.03191v12018
Weather impacts expressed sentiment
Patrick Baylis, Nick Obradovich, Yury Kryvasheyeu +5
stat.APcs.CLarXiv:1709.00071v12017
Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective
Jiatong Li, Yunqing Liu, Wenqi Fan +4
cs.CLcs.AIarXiv:2306.06615v22023
Controllable Sentence Simplification
Louis Martin, Benoît Sagot, Éric de la Clergerie +1
cs.CLarXiv:1910.02677v32019
Test-Time Scaling for Scientific Equation Discovery
Haowei Lin, Hubert Lim, Xiangyu Wang +2
cs.CLcs.AIcs.LGarXiv:2608.28660v12026
Read What Matters: Query-Adaptive Quantization for KV Caches
Siddharth Bhandari, Lucas Gretta, Krishna Balasubramanian +1
cs.LGcs.CLcs.PFarXiv:2610.11245v12026
Temporal Validity in Retrieval Memory: Eliminating Stale-Fact Errors for AI Agents over Evolving Knowledge
Neeraj Yadav
cs.CLcs.AIcs.ETarXiv:2606.26511v12026
Scaling Agentic Reinforcement Learning for Tool-Integrated Reasoning in VLMs
Meng Lu, Ran Xu, Yi Fang +14
cs.AIcs.CLcs.CVarXiv:2511.19773v12025
Neural Automated Writing Evaluation with Corrective Feedback
Izia Xiaoxiao Wang, Xihan Wu, Edith Coates +5
cs.CLarXiv:2402.17613v22024
How Much Rank Does LoRA Need? Rank-Error Bounds for Transformer Attention
Gerard Conangla Planes
cs.LGcs.AIcs.CLarXiv:2608.26052v12026
When Models Edit Too Much: On the Fidelity of Minimal Code Edits
Tongyao Zhu, Wei Hern Lim, Min-Yen Kan
cs.SEcs.AIcs.CLarXiv:2609.04061v12026
SteerDuplex: Steerable Duplex Speech Dialogue Models
Utkarsh Tyagi, Ramaneswaran Selvakumar, Advait Gosai +13
cs.AIcs.CLarXiv:2609.12623v12026
LongAttnComp: Cross-Family Context Compression for Long-Context Reasoning
Mengmeng Ji, Ravi Shanker Raju, Jonathan Lingjie Li +1
cs.CLarXiv:2606.01336v22026
Dynamic Deep Prompt Optimization for Defending Against Jailbreak Attacks on LLMs
Doniyorkhon Obidov, Honggang Yu, Xiaolong Guo +1
cs.CRcs.AIcs.CLarXiv:2609.26185v12026
The Right Tool for the Job: Matching Model and Instance Complexities
Roy Schwartz, Gabriel Stanovsky, Swabha Swayamdipta +2
cs.CLcs.LGarXiv:2004.07453v22020
EngramEdit: Decoupled Knowledge Updates in LLMs through Conditional Memory
Hongru Cai, Ran Wei, Wenjie Wang +4
cs.CLarXiv:2610.10533v12026
Grading the Graders: Verification Autonomy Levels (L0-L5) for LLM Reasoning
Yajie Yin
cs.CLarXiv:2608.19009v12026
It's Not What the Image Shows: Irrelevant Context Destabilises VLM Judges Without Informing Them
Nagham Omar, Mahmoud Jabarin, Kinan Ibraheem +1
cs.CLcs.AIcs.CVarXiv:2609.37863v12026
Training-Free Long-Context Scaling of Large Language Models
Chenxin An, Fei Huang, Jun Zhang +4
cs.CLarXiv:2402.17463v22024
MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization
Haina Zhu, Yizhi Zhou, Hangting Chen +6
cs.SDcs.AIcs.CLarXiv:2501.01108v22025
AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations
Minjun Zhu, Zhen Lin, Yixuan Weng +6
cs.AIcs.CLcs.CVarXiv:2602.03828v22026
Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data
Yubin Kim, Xuhai Xu, Daniel McDuff +2
cs.CLcs.AIcs.LGarXiv:2401.06866v22024
cua-speedrun: Standardized Benchmarking of the Speed of Computer-Use Agents
Pranjal Aggarwal, Lawrence Keunho Jang, Sean Welleck +3
cs.LGcs.AIcs.CLarXiv:2609.40284v12026
Concepts and Their Dynamics: A Quantum-Theoretic Modeling of Human Thought
Diederik Aerts, Liane Gabora, Sandro Sozzo
cs.AIcs.CLquant-pharXiv:1206.1069v22012
PAL: Program-aided Language Models
Luyu Gao, Aman Madaan, Shuyan Zhou +5
cs.CLcs.AIarXiv:2211.10435v22022
Legal RAG Bench: an end-to-end benchmark for legal RAG
Abdur-Rahman Butler, Umar Butler
cs.CLcs.IRcs.LGarXiv:2603.01710v12026
Faithful to the Original: Fact Aware Neural Abstractive Summarization
Ziqiang Cao, Furu Wei, Wenjie Li +1
cs.IRcs.CLarXiv:1711.04434v12017
AVMeme Exam: A Multimodal Multilingual Multicultural Benchmark for LLMs' Contextual and Cultural Knowledge and Thinking
Xilin Jiang, Qiaolin Wang, Junkai Wu +30
cs.SDcs.CLcs.CVarXiv:2601.17645v12026
Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses
Ryan Lowe, Michael Noseworthy, Iulian V. Serban +3
cs.CLcs.AIcs.LGarXiv:1708.07149v22017
WiCE: Real-World Entailment for Claims in Wikipedia
Ryo Kamoi, Tanya Goyal, Juan Diego Rodriguez +1
cs.CLarXiv:2303.01432v22023
PlaylistEval: Can Video-Language Judges Be Trusted at Day Scale and Beyond?
Shayekh Bin Islam, Hwanjun Song
cs.CVcs.AIcs.CLarXiv:2609.34314v12026
SpecTr: Fast Speculative Decoding via Optimal Transport
Ziteng Sun, Ananda Theertha Suresh, Jae Hun Ro +3
cs.LGcs.CLcs.DSarXiv:2310.15141v22023
Olmix: A Framework for Data Mixing Throughout LM Development
Mayee F. Chen, Tyler Murray, David Heineman +5
cs.LGcs.AIcs.CLarXiv:2602.12237v12026
Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation
Tiansheng Huang, Sihao Hu, Fatih Ilhan +2
cs.CLcs.AIarXiv:2409.01586v42024
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models
Hongliang He, Wenlin Yao, Kaixin Ma +5
cs.CLcs.AIarXiv:2401.13919v42024
MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research
Hui Chen, Miao Xiong, Yujie Lu +7
cs.LGcs.AIcs.CLarXiv:2505.19955v32025
Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency
Erik Johannes Husom, Arda Goknil, Merve Astekin +5
cs.CYcs.AIcs.CLarXiv:2504.03360v12025
HarnessSQL: Harness-Native Training for SQL Agents in Realistic Database Environments
Haolin Yang, Jipeng Zhang, Jian Xie +3
cs.CLarXiv:2610.12274v12026

Computation and Language

WebChallenger: A Reliable and Efficient Generalist Web Agent

Deep Self-Evolving Reasoning

Incorporating Copying Mechanism in Image Captioning for Learning Novel Objects

Cross-lingual Models of Word Embeddings: An Empirical Comparison

MultiHop-RAG: Benchmarking Retrieval-Augmented Generation for Multi-Hop Queries

Can Large Language Models Infer Causation from Correlation?

The Unreasonable Ineffectiveness of the Deeper Layers

SciReplicate-Bench: Benchmarking LLMs in Agent-driven Algorithmic Reproduction from Research Papers

Table-R1: Inference-Time Scaling for Table Reasoning

Tell Me More! Towards Implicit User Intention Understanding of Language Model Driven Agents

Reasoning Over Semantic-Level Graph for Fact Checking

A simple neural network module for relational reasoning

Plancraft: an evaluation dataset for planning with LLM agents

Privacy Washing: Detecting Internal Contradictions in Privacy Policies

Information-Aware KV Cache Compression for Long Reasoning

SliceGPT: Compress Large Language Models by Deleting Rows and Columns

BenSyc: Benchmarking Conversational Sycophancy and Human Alignment in LLMs for Bengali Contexts

On the Robustness of LLM-Based Dense Retrievers: A Systematic Analysis of Generalizability and Stability

Towards Human-Like Interactive Speech Recognition With Agentic Correction and Semantic Evaluation

Language Models that Play Chess and Explain Their Moves

SpatiaLab: Can Vision-Language Models Perform Spatial Reasoning in the Wild?

Language Models for Image Captioning: The Quirks and What Works

Hearst Patterns Revisited: Automatic Hypernym Detection from Large Text Corpora

Weather impacts expressed sentiment

Empowering Molecule Discovery for Molecule-Caption Translation with Large Language Models: A ChatGPT Perspective

Controllable Sentence Simplification

Test-Time Scaling for Scientific Equation Discovery

Read What Matters: Query-Adaptive Quantization for KV Caches

Temporal Validity in Retrieval Memory: Eliminating Stale-Fact Errors for AI Agents over Evolving Knowledge

Scaling Agentic Reinforcement Learning for Tool-Integrated Reasoning in VLMs

Neural Automated Writing Evaluation with Corrective Feedback

How Much Rank Does LoRA Need? Rank-Error Bounds for Transformer Attention

When Models Edit Too Much: On the Fidelity of Minimal Code Edits

SteerDuplex: Steerable Duplex Speech Dialogue Models

LongAttnComp: Cross-Family Context Compression for Long-Context Reasoning

Dynamic Deep Prompt Optimization for Defending Against Jailbreak Attacks on LLMs

The Right Tool for the Job: Matching Model and Instance Complexities

EngramEdit: Decoupled Knowledge Updates in LLMs through Conditional Memory

Grading the Graders: Verification Autonomy Levels (L0-L5) for LLM Reasoning

It's Not What the Image Shows: Irrelevant Context Destabilises VLM Judges Without Informing Them

Training-Free Long-Context Scaling of Large Language Models

MuQ: Self-Supervised Music Representation Learning with Mel Residual Vector Quantization

AutoFigure: Generating and Refining Publication-Ready Scientific Illustrations

Health-LLM: Large Language Models for Health Prediction via Wearable Sensor Data

cua-speedrun: Standardized Benchmarking of the Speed of Computer-Use Agents

Concepts and Their Dynamics: A Quantum-Theoretic Modeling of Human Thought

PAL: Program-aided Language Models

Legal RAG Bench: an end-to-end benchmark for legal RAG

Faithful to the Original: Fact Aware Neural Abstractive Summarization

AVMeme Exam: A Multimodal Multilingual Multicultural Benchmark for LLMs' Contextual and Cultural Knowledge and Thinking

Towards an Automatic Turing Test: Learning to Evaluate Dialogue Responses

WiCE: Real-World Entailment for Claims in Wikipedia

PlaylistEval: Can Video-Language Judges Be Trusted at Day Scale and Beyond?

SpecTr: Fast Speculative Decoding via Optimal Transport

Olmix: A Framework for Data Mixing Throughout LM Development

Booster: Tackling Harmful Fine-tuning for Large Language Models via Attenuating Harmful Perturbation

WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models

MLR-Bench: Evaluating AI Agents on Open-Ended Machine Learning Research

Sustainable LLM Inference for Edge AI: Evaluating Quantized LLMs for Energy Efficiency, Output Accuracy, and Inference Latency

HarnessSQL: Harness-Native Training for SQL Agents in Realistic Database Environments