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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7,441 to 7,500 of 11,248

DuMateBench: Evaluating Autonomous Agents in Complex Real-World Workflows
Zechun Niu, Yukun Zhao, Jiaxin Zhang +12
cs.AIcs.CLarXiv:2608.26546v12026
Pix2seq: A Language Modeling Framework for Object Detection
Ting Chen, Saurabh Saxena, Lala Li +2
cs.CVcs.AIcs.CLarXiv:2109.10852v22021
DeflectBench: A Benchmark for Evaluating Rhetorical Fallacy Generation in LLMs
Art Kanke
cs.CLarXiv:2608.26119v12026
Can a Model Catch Its Own Hallucinations for Free?: Label-Free Doubt Signals Hold Their Own Against a Labelled Dataset for Abstention
Ali Asaria, Tony Salomone, Deep Gandhi
cs.CLcs.LGarXiv:2608.26121v12026
How Language Model Hallucinations Can Snowball
Muru Zhang, Ofir Press, William Merrill +2
cs.CLarXiv:2305.13534v12023
Factual Probing Is [MASK]: Learning vs. Learning to Recall
Zexuan Zhong, Dan Friedman, Danqi Chen
cs.CLarXiv:2104.05240v22021
Visual Information-Guided Parallel Decoding for Diffusion Multimodal Large Language Models
Insu Lee, Wooje Park, Wonseok Shin +2
cs.CVcs.CLarXiv:2608.26580v12026
Agent Seer: Synthesizing Scenarios from Specification Understanding
Harish Karumuri, Mahesh Vemula, David Lopes Pegna
cs.CLarXiv:2608.26133v12026
SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression
Tim Dettmers, Ruslan Svirschevski, Vage Egiazarian +6
cs.CLcs.LGarXiv:2306.03078v12023
Neural Baby Talk
Jiasen Lu, Jianwei Yang, Dhruv Batra +1
cs.CVcs.CLarXiv:1803.09845v12018
Interpretable, Fairly Evaluated Automated L2 Speaking Assessment that Beats the Single-Human Ceiling and Why Pause Encoding Does Not Change LLM Fluency Scores
Eichi Uehara
cs.CLcs.LGcs.SDarXiv:2608.26137v12026
Syntax vs. Semantics: How Transformers Learn Deep Dependencies
Jiangrui Zhao, Xiaoting Du
cs.CLcs.AIarXiv:2608.26139v12026
Data Science Approaches to Evaluating Honours Candidates
Francesca von Braun-Bates, Sunreeta Sen, Indraayudh Talukdar +1
cs.CLarXiv:2608.26135v12026
Reward-Informed Sparse Autoencoders and the Solution-Completeness Confound
Tanvi Nagilla, Alexander Jameson, Daniel Manta +1
cs.CLarXiv:2608.26136v12026
AdaThinking-E: One-Token Entropy Regulation for Adaptive Thinking
Zining Wang, Tongkun Guan, Boming Chen +8
cs.CLcs.LGarXiv:2608.26141v12026
Attention Guided Graph Convolutional Networks for Relation Extraction
Zhijiang Guo, Yan Zhang, Wei Lu
cs.CLcs.LGarXiv:1906.07510v82019
Summaries:한국어
PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change
Karthik Valmeekam, Matthew Marquez, Alberto Olmo +2
cs.CLcs.AIarXiv:2206.10498v42022
FIRSTPASS: A Multi-Domain, Multi-Round Peer Review Dataset Grounded in Real Editorial Outcomes
Prabhjot Singh, Somnath Luitel, Manmeet Singh +1
cs.CLcs.AIcs.LGarXiv:2608.26129v12026
SLM-Conditioned Hierarchical Relation Routing for Labeled Property Graph Learning
Michal Podstawski
cs.LGcs.CLarXiv:2608.26132v12026
Cross-Platform Generalisation Failure in Mental Health Natural Language Processing: A Five-Axis Fairness Audit of Transformer Models on Social Media
Rajveer Singh Pall, Sameer Yadav
cs.CLcs.LGarXiv:2608.26138v12026
Evaluating Language Models in Realistic Conversational Contexts
Ilija Subasic, Andrew Rabinovich, Zhao Chen
cs.CLarXiv:2608.26131v12026
Affix Cache for Diffusion Large Language Models
Kaihua Liang, An Zhong, Xin Tan +4
cs.CLcs.LGarXiv:2608.26140v12026
Position Is All You Need: A Free Lunch Token Compression Strategy for MLLM-based Referring Expression Segmentation
Yuhan Liu, Yixiong Zou, Yuhua Li +1
cs.CLcs.AIarXiv:2608.26142v12026
Large Language Models for Generative Information Extraction: A Survey
Derong Xu, Wei Chen, Wenjun Peng +7
cs.CLarXiv:2312.17617v32023
A Convolutional Encoder Model for Neural Machine Translation
Jonas Gehring, Michael Auli, David Grangier +1
cs.CLarXiv:1611.02344v32016
Natural-Language Policies to Executable Decisions: An Interpretable Large Language Model Framework
Ziqiang Zhang, Jing Ma, Zilong Wang +6
cs.CLarXiv:2608.26124v12026
Training-Time Explainability for Multilingual Hate Speech Detection: Aligning Model Reasoning with Human Rationales
Muhammad Deedahwar Mazhar Qureshi, Sannaan Khan, Muhammad Atif Qureshi +1
cs.CLcs.AIarXiv:2608.26125v12026
Graph-Based Modeling of Financial Volatility Dynamics
Chuanzhen Wang, Alice Zhang, Wei Chen +1
q-fin.STcs.CLcs.LGarXiv:2608.26127v12026
CARE: Causally-Aligned Reasoning Exploration for Medical Large Language Models
Yucheng Zhou, Peng Luo, Qianning Wang +2
cs.CLcs.CVarXiv:2608.26147v12026
Enriching Pre-trained Language Model with Entity Information for Relation Classification
Shanchan Wu, Yifan He
cs.CLarXiv:1905.08284v12019
Rare Diseases, Common Dilemmas: LLMs Prioritize Equal Resource Distribution over Patient Benefit in Decision-Making
Minda Zhao, Xu Han, Rishabh Goel +6
cs.CYcs.AIcs.CLarXiv:2608.25236v12026
Beyond Accuracy: A Qualitative Analysis of Vision-Language Models for Hate Speech Detection in Memes
Muhammad Jawad Chowdhury, Adiba Hasan, Ishrak Hossain +2
cs.CLcs.AIarXiv:2608.26143v12026
Vagdhenu: A Vrutta (Meter) Aware Shloka-to-Chant (TTS) System for Sanskrit
Prathosh A P
cs.CLarXiv:2608.26146v12026
Why Current XAI Is Not Enough for Arabic NLP: A Critical Survey of the Explainability Gap
Salima Lamsiyah, Ruslan Mitkov
cs.CLarXiv:2608.26144v12026
Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention
Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty +4
cs.CLcs.LGarXiv:2102.03902v32021
Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis
Haiyun Peng, Lu Xu, Lidong Bing +3
cs.CLarXiv:1911.01616v42019
Artificial Intelligence Models Can Predict and Collaboratively Modulate Human Memory Search
Eric Lacosse, Mariana Duarte, Graham Todd +2
cs.CLcs.AIcs.HCarXiv:2608.26152v12026
Letters hide the truth from our eyes: English homophones have meaningfully different phonetic realizations
Yu-Hsiang Tseng, Mirjam T. C. Ernestus, Louis F. M. ten Bosch +1
cs.CLarXiv:2608.26749v12026
Hallucinations in LLMs: A Lifecycle-Based Survey of Causes, Detection, Mitigation, and Prevention
Naveen Lamba, Sanju Tiwari, Manas Gaur
cs.CLcs.AIarXiv:2608.26168v12026
GPT-Driver: Learning to Drive with GPT
Jiageng Mao, Yuxi Qian, Junjie Ye +2
cs.CVcs.AIcs.CLarXiv:2310.01415v32023
Evaluating AI Generated Summaries for Cancer Patients
Muhammad Aurangzeb Ahmad, Kim Shyu, Leon Oliver +2
cs.CLcs.AIarXiv:2608.26154v12026
VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation
Yixia Li, Yaqing Shi, Zhiwen Ruan +6
cs.CLcs.AIarXiv:2608.26155v12026
Self-Generated Text Recognition: Quality Heuristics, Cross-Task Transfer, and Downstream Bias in LLM Evaluation
Jesse St. Amand, Callum Canavan, Sohaib Imran +5
cs.CLcs.AIarXiv:2608.26159v12026
Mutual Debiasing via Dual-Seed Comparison for Probabilistic Sampling in Large Language Models
Zihao Guo, Hongtao Lv, Chaoli Zhang +4
cs.CLcs.AIarXiv:2608.26161v12026
From Sound to Symptom: Real-Time Respiratory Signal Understanding for Conversational Healthcare Agents
Tanmay Laud, Herprit Mahal, Subhabrata Mukherjee
cs.CLcs.AIcs.HCarXiv:2608.26163v12026
Using Poly-Encoders for Computationally Efficient Automated Creativity Assessment
Sam Grouchnikov, Phillip Gregory, Jiho Noh
cs.CLcs.AIarXiv:2608.26165v12026
Mitigating Fabrication in Multi-Stage LLM Pipelines for Hiring: An Empirical Evaluation of Prompt Guardrails and Human-in-the-Loop Checkpoints
Hiroko Takano
cs.CYcs.CLcs.HCarXiv:2608.26171v12026
Lost in Compression: A Controlled Cross-Lingual Audit of Extractive Prompt Compressors
Mantas Lukauskas
cs.CLcs.AIarXiv:2608.26175v12026
Knowledge Cards: Structured Knowledge for AI Systems
Liliana Ferreira
cs.AIcs.CLarXiv:2608.26176v12026
Agentless: Demystifying LLM-based Software Engineering Agents
Chunqiu Steven Xia, Yinlin Deng, Soren Dunn +1
cs.SEcs.AIcs.CLarXiv:2407.01489v22024
Recent Advances in End-to-End Automatic Speech Recognition
Jinyu Li
eess.AScs.AIcs.CLarXiv:2111.01690v22021
Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing
Hao Fu, Chunyuan Li, Xiaodong Liu +3
cs.LGcs.AIcs.CLarXiv:1903.10145v32019
Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation
Chengyue Wu, Xiaokang Chen, Zhiyu Wu +8
cs.CVcs.AIcs.CLarXiv:2410.13848v12024
CLUE: A Chinese Language Understanding Evaluation Benchmark
Liang Xu, Hai Hu, Xuanwei Zhang +29
cs.CLcs.LGarXiv:2004.05986v32020
I-BERT: Integer-only BERT Quantization
Sehoon Kim, Amir Gholami, Zhewei Yao +2
cs.CLarXiv:2101.01321v32021
Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances
Soujanya Poria, Navonil Majumder, Rada Mihalcea +1
cs.CLcs.AIarXiv:1905.02947v12019
MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data
Tianyu Han, Lisa C. Adams, Jens-Michalis Papaioannou +6
cs.CLcs.AIarXiv:2304.08247v32023
Zero-Shot Self-Orchestration with Ledger-Based Control for Improved LLM Coding Performance
Victor Gao, Vida Khosrowshahi, Ali Khosrowshahi +4
cs.MAcs.AIcs.CLarXiv:2608.26480v12026
When the Canonical Completion Is Wrong: Formalizing and Measuring the Jump in Large Language Models
Dai Shi, Xiaoyu Li, José Miguel Hernández-Lobato
cs.CLcs.AIcs.LGarXiv:2608.26187v12026
AudioGen: Textually Guided Audio Generation
Felix Kreuk, Gabriel Synnaeve, Adam Polyak +6
cs.SDcs.CLcs.LGarXiv:2209.15352v22022

Computation and Language

DuMateBench: Evaluating Autonomous Agents in Complex Real-World Workflows

Pix2seq: A Language Modeling Framework for Object Detection

DeflectBench: A Benchmark for Evaluating Rhetorical Fallacy Generation in LLMs

Can a Model Catch Its Own Hallucinations for Free?: Label-Free Doubt Signals Hold Their Own Against a Labelled Dataset for Abstention

How Language Model Hallucinations Can Snowball

Factual Probing Is [MASK]: Learning vs. Learning to Recall

Visual Information-Guided Parallel Decoding for Diffusion Multimodal Large Language Models

Agent Seer: Synthesizing Scenarios from Specification Understanding

SpQR: A Sparse-Quantized Representation for Near-Lossless LLM Weight Compression

Neural Baby Talk

Interpretable, Fairly Evaluated Automated L2 Speaking Assessment that Beats the Single-Human Ceiling and Why Pause Encoding Does Not Change LLM Fluency Scores

Syntax vs. Semantics: How Transformers Learn Deep Dependencies

Data Science Approaches to Evaluating Honours Candidates

Reward-Informed Sparse Autoencoders and the Solution-Completeness Confound

AdaThinking-E: One-Token Entropy Regulation for Adaptive Thinking

Attention Guided Graph Convolutional Networks for Relation Extraction

PlanBench: An Extensible Benchmark for Evaluating Large Language Models on Planning and Reasoning about Change

FIRSTPASS: A Multi-Domain, Multi-Round Peer Review Dataset Grounded in Real Editorial Outcomes

SLM-Conditioned Hierarchical Relation Routing for Labeled Property Graph Learning

Cross-Platform Generalisation Failure in Mental Health Natural Language Processing: A Five-Axis Fairness Audit of Transformer Models on Social Media

Evaluating Language Models in Realistic Conversational Contexts

Affix Cache for Diffusion Large Language Models

Position Is All You Need: A Free Lunch Token Compression Strategy for MLLM-based Referring Expression Segmentation

Large Language Models for Generative Information Extraction: A Survey

A Convolutional Encoder Model for Neural Machine Translation

Natural-Language Policies to Executable Decisions: An Interpretable Large Language Model Framework

Training-Time Explainability for Multilingual Hate Speech Detection: Aligning Model Reasoning with Human Rationales

Graph-Based Modeling of Financial Volatility Dynamics

CARE: Causally-Aligned Reasoning Exploration for Medical Large Language Models

Enriching Pre-trained Language Model with Entity Information for Relation Classification

Rare Diseases, Common Dilemmas: LLMs Prioritize Equal Resource Distribution over Patient Benefit in Decision-Making

Beyond Accuracy: A Qualitative Analysis of Vision-Language Models for Hate Speech Detection in Memes

Vagdhenu: A Vrutta (Meter) Aware Shloka-to-Chant (TTS) System for Sanskrit

Why Current XAI Is Not Enough for Arabic NLP: A Critical Survey of the Explainability Gap

Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention

Knowing What, How and Why: A Near Complete Solution for Aspect-based Sentiment Analysis

Artificial Intelligence Models Can Predict and Collaboratively Modulate Human Memory Search

Letters hide the truth from our eyes: English homophones have meaningfully different phonetic realizations

Hallucinations in LLMs: A Lifecycle-Based Survey of Causes, Detection, Mitigation, and Prevention

GPT-Driver: Learning to Drive with GPT

Evaluating AI Generated Summaries for Cancer Patients

VFA: Empowering Multilingual MLLMs via Vision-Free Adaptation

Self-Generated Text Recognition: Quality Heuristics, Cross-Task Transfer, and Downstream Bias in LLM Evaluation

Mutual Debiasing via Dual-Seed Comparison for Probabilistic Sampling in Large Language Models

From Sound to Symptom: Real-Time Respiratory Signal Understanding for Conversational Healthcare Agents

Using Poly-Encoders for Computationally Efficient Automated Creativity Assessment

Mitigating Fabrication in Multi-Stage LLM Pipelines for Hiring: An Empirical Evaluation of Prompt Guardrails and Human-in-the-Loop Checkpoints

Lost in Compression: A Controlled Cross-Lingual Audit of Extractive Prompt Compressors

Knowledge Cards: Structured Knowledge for AI Systems

Agentless: Demystifying LLM-based Software Engineering Agents

Recent Advances in End-to-End Automatic Speech Recognition

Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing

Janus: Decoupling Visual Encoding for Unified Multimodal Understanding and Generation

CLUE: A Chinese Language Understanding Evaluation Benchmark

I-BERT: Integer-only BERT Quantization

Emotion Recognition in Conversation: Research Challenges, Datasets, and Recent Advances

MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Zero-Shot Self-Orchestration with Ledger-Based Control for Improved LLM Coding Performance

When the Canonical Completion Is Wrong: Formalizing and Measuring the Jump in Large Language Models

AudioGen: Textually Guided Audio Generation