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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5,581 to 5,640 of 11,242

PrivBench: A Holistic and Modular Benchmarking Platform for Evaluating Text-to-Text Privatization
Stephen Meisenbacher, Andreea-Elena Bodea, Ahmet Bilal Akın +3
cs.CLarXiv:2608.29624v12026
Memory-First Fact-Checking: A Knowledge-Graph-Grounded Multi-Agent System for Misinformation Detection
Amelia Petrenciuc, Alexandru Lecu, Adrian Groza
cs.CLcs.AIarXiv:2608.29617v12026
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?
Kai Sun, Yifan Ethan Xu, Hanwen Zha +2
cs.CLarXiv:2308.10168v22023
Agent Zero Memory: Provenance-Aware Long-Term Memory for LLM Agents
Ming Wu, Pengyuan Zhu
cs.CLarXiv:2608.29606v12026
Hindsight Memory-PRM: Supervising Memory Management with Auditable Hindsight Credit
Haoxuan Jia, Yang Liu, Yingguang Yang +14
cs.CLarXiv:2608.29605v12026
On Extractive and Abstractive Neural Document Summarization with Transformer Language Models
Sandeep Subramanian, Raymond Li, Jonathan Pilault +1
cs.CLarXiv:1909.03186v22019
SemTrace: Source-Grounded Semantic Signatures for Tracing LLM Exposure to Protected Documents
Junyan Zhang, Yudong Zeng, Yongwei Huang +3
cs.CLarXiv:2608.29575v12026
Adversarial Filters of Dataset Biases
Ronan Le Bras, Swabha Swayamdipta, Chandra Bhagavatula +4
cs.LGcs.AIcs.CLarXiv:2002.04108v32020
KLUE: Korean Language Understanding Evaluation
Sungjoon Park, Jihyung Moon, Sungdong Kim +28
cs.CLarXiv:2105.09680v42021
The Emergent Symbolic Structure of Artificial Neural Networks
R. Thomas McCoy, Paul Soulos, Tal Linzen +1
cs.CLcs.AIarXiv:2608.29530v12026
2 OLMo 2 Furious
Team OLMo, Pete Walsh, Luca Soldaini +40
cs.CLcs.LGarXiv:2501.00656v32024
The Unreasonable Ineffectiveness of the Deeper Layers
Andrey Gromov, Kushal Tirumala, Hassan Shapourian +2
cs.CLcs.LGstat.MLarXiv:2403.17887v22024
Progressive Prompts: Continual Learning for Language Models
Anastasia Razdaibiedina, Yuning Mao, Rui Hou +3
cs.CLcs.AIcs.LGarXiv:2301.12314v12023
Defending Against Indirect Prompt Injection Attacks With Spotlighting
Keegan Hines, Gary Lopez, Matthew Hall +3
cs.CRcs.CLcs.LGarXiv:2403.14720v12024
SUP-MIMIC: A Multi-Task Clinical Diagnosis Benchmark for Evaluating LLMs' Robustness to Contradictory Evidence
Yi Yu, Bo Wang, Chong Feng +4
cs.CLcs.AIarXiv:2608.29582v12026
Large Language Models Understand and Can be Enhanced by Emotional Stimuli
Cheng Li, Jindong Wang, Yixuan Zhang +6
cs.CLcs.AIcs.HCarXiv:2307.11760v72023
Combined Scaling for Zero-shot Transfer Learning
Hieu Pham, Zihang Dai, Golnaz Ghiasi +9
cs.LGcs.CLcs.CVarXiv:2111.10050v32021
Which one is banana man? Evaluating vision-language models in multi-turn pragmatic interpretation
Alvin Wei Ming Tan, Ben Prystawski, Veronica Boyce
cs.CLarXiv:2608.29571v12026
TACS: Trajectory-Aware Candidate Selection for LLM Jailbreak Suffix Optimization
Shiliang Xiao
cs.CLcs.LGarXiv:2608.29564v12026
Evaluating LLMs on Conversational Text-to-SQL under Chain Ambiguity and Intent Drift
Yujia Liu, Jiayan Lin, Zijin Hong +6
cs.CLcs.AIcs.DBarXiv:2608.29543v12026
Structured Pruning Learns Compact and Accurate Models
Mengzhou Xia, Zexuan Zhong, Danqi Chen
cs.CLcs.LGarXiv:2204.00408v32022
LoGo: Token-Level Dynamic Local-Global Attention
Yuqi Pan, Zheng Li, Bohao Tang +2
cs.CLcs.LGarXiv:2608.29539v12026
Recurrent Convolutional Neural Networks for Discourse Compositionality
Nal Kalchbrenner, Phil Blunsom
cs.CLarXiv:1306.3584v12013
QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving
Yujun Lin, Haotian Tang, Shang Yang +4
cs.CLcs.AIcs.LGarXiv:2405.04532v32024
Super Library Agent: Joint Generation and Maintenance of Multiple Applications Beyond the Single Codebase
Daegyu Sung, Yukyeong Lee, Geon Park +2
cs.SEcs.AIcs.CLarXiv:2608.29310v12026
A Dataset for Document Grounded Conversations
Kangyan Zhou, Shrimai Prabhumoye, Alan W Black
cs.CLarXiv:1809.07358v12018
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems
Zihao Yi, Jiarui Ouyang, Zhe Xu +4
cs.CLcs.AIarXiv:2402.18013v22024
CoCoA: Context-Conditional Cultural Alignment for Large Language Models
Kyungdon Lee, Wei Xu, Alan Ritter +2
cs.CLarXiv:2608.29492v12026
Ontology-Guided Multi-Agent Extraction of Evaluation Objects from Academic Review Texts: Evidence from Chinese Library and Information Science
Haolin Chen, Hongyi Dong, Yu Zhu +3
cs.CLarXiv:2608.29526v12026
A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity
Shayne Longpre, Gregory Yauney, Emily Reif +8
cs.CLcs.LGarXiv:2305.13169v22023
LLM Judges as Raters: A Pre-Registered Audit of Severity, Halo, Reliability, and Version Instability in LLM Essay Scoring on Public Corpora
Veerendra Kumar Sunkavalli
cs.CLarXiv:2608.29517v12026
Item-Mean Surrogates: Why Richer Persona Data Fail to Improve LLMs as Human Surrogates
Daehwan Ahn, Chengfeng Mao, Dokyun Lee
cs.CLcs.CYcs.LGarXiv:2608.29455v12026
Chain-of-Thought Faithfulness of Reasoning Models Varies with Where and How Preference Cues Are Delivered
Aryo Pradipta Gema, Neel Rajani, Rohit Saxena +2
cs.CLcs.AIarXiv:2608.29464v12026
Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective
Luis C. Lamb, Artur Garcez, Marco Gori +3
cs.AIcs.CLcs.LGarXiv:2003.00330v72020
Argument-Aware Semantic Alignment of Normative Texts: A Toulmin-Based Neuro-Symbolic Approach
William Schroeder
cs.CLcs.AIarXiv:2608.29529v12026
Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts
Rui Xia, Zixiang Ding
cs.CLarXiv:1906.01267v12019
SIC-Agents: Benchmarking and Building an Adaptive Simulator for Pediatric Serious Illness Communication Training
Zihan Wang, Anita Marie Slominska, Rennie Bimman +10
cs.CLarXiv:2608.29481v12026
The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey
Tula Masterman, Sandi Besen, Mason Sawtell +1
cs.AIcs.CLarXiv:2404.11584v12024
MUDDLE: Measuring Understanding of Documents under Distractor and Length Effects
Jason Luo, Saibilila Abudukelimu, Judy Song +4
cs.CLcs.AIarXiv:2608.29477v12026
Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text
Sebastian Gehrmann, Elizabeth Clark, Thibault Sellam
cs.CLcs.AIcs.LGarXiv:2202.06935v12022
AI Can Be Easily Persuaded in Clinical Decision Making
Jiayuan Zhu, Jiazhen Pan, Fenglin Liu +2
cs.CLcs.AIarXiv:2608.29453v12026
Language as an Abstraction for Hierarchical Deep Reinforcement Learning
Yiding Jiang, Shixiang Gu, Kevin Murphy +1
cs.LGcs.AIcs.CLarXiv:1906.07343v22019
Learning by Abstraction: The Neural State Machine
Drew A. Hudson, Christopher D. Manning
cs.AIcs.CLcs.CVarXiv:1907.03950v42019
FireAct: Toward Language Agent Fine-tuning
Baian Chen, Chang Shu, Ehsan Shareghi +3
cs.CLcs.AIcs.LGarXiv:2310.05915v12023
Evaluating the Semantic Specificity of Representation Steering in Language Models
Zhangdie Yuan, Andreas Vlachos
cs.CLarXiv:2608.29431v12026
LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models
Yixiao Li, Yifan Yu, Chen Liang +4
cs.CLcs.AIcs.LGarXiv:2310.08659v42023
Arabic Safety Alignment as Selective Refusal: An Empirical Study of SFT, DPO, and Guard Calibration
Mohamad Zbib, Ammar Mohanna
cs.CLcs.AIarXiv:2608.29378v12026
Neural Networks and the Chomsky Hierarchy
Grégoire Delétang, Anian Ruoss, Jordi Grau-Moya +8
cs.LGcs.AIcs.CLarXiv:2207.02098v32022
When to Adapt: Conditional Memory Adapters for Retention-Preserving Domain Specialization
Jiayu Hou, Lei Wang
cs.CLarXiv:2608.29327v12026
StageWell: A Process-Aligned Chinese Corpus for Positive-Psychology Support Dialogue
Yuxiong Wang, Ziwei Lin, Bo Wang +2
cs.CLcs.AIarXiv:2608.29326v12026
WebWorld: The Browser as a World Model for Self-Improving Web Code
Jiajun Wu, Jian Yang, Yaxin Du +7
cs.CLcs.SEarXiv:2608.30530v12026
All You Need Is Non-Commutative Words
Carla M. Quispe Flores, Stanley Salvatierra, Renan Cabrera
cs.CLarXiv:2608.29314v12026
Towards Conversational Recommendation over Multi-Type Dialogs
Zeming Liu, Haifeng Wang, Zheng-Yu Niu +3
cs.CLcs.AIarXiv:2005.03954v32020
A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks
Victor Sanh, Thomas Wolf, Sebastian Ruder
cs.CLarXiv:1811.06031v22018
Whose Assessment of Distress? Community Perspectives and LLM Alignment on Well-Being Posts
Andrew Aquilina, Xiang Lorraine Li, Yu-Ru Li
cs.CLarXiv:2608.29446v12026
Learning latent representations for style control and transfer in end-to-end speech synthesis
Ya-Jie Zhang, Shifeng Pan, Lei He +1
cs.CLcs.SDeess.ASarXiv:1812.04342v22018
AlgoWorlds: Benchmarking Tool Use for Global Optimization in Algorithmic Worlds
Zixiang Xu, Jiaan Wang, Fandong Meng
cs.CLarXiv:2608.29397v12026
BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages
Benjamin Heinzerling, Michael Strube
cs.CLarXiv:1710.02187v12017
Evaluating the State-of-the-Art of End-to-End Natural Language Generation: The E2E NLG Challenge
Ondřej Dušek, Jekaterina Novikova, Verena Rieser
cs.CLarXiv:1901.07931v32019
Padārtha: Ontology-Grounded Fine-Grained NER Benchmark for Classical Sanskrit
Sujoy Sarkar, Pretam Ray, Paramhans Shah +4
cs.CLarXiv:2608.29324v12026

Computation and Language

PrivBench: A Holistic and Modular Benchmarking Platform for Evaluating Text-to-Text Privatization

Memory-First Fact-Checking: A Knowledge-Graph-Grounded Multi-Agent System for Misinformation Detection

Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs?

Agent Zero Memory: Provenance-Aware Long-Term Memory for LLM Agents

Hindsight Memory-PRM: Supervising Memory Management with Auditable Hindsight Credit

On Extractive and Abstractive Neural Document Summarization with Transformer Language Models

SemTrace: Source-Grounded Semantic Signatures for Tracing LLM Exposure to Protected Documents

Adversarial Filters of Dataset Biases

KLUE: Korean Language Understanding Evaluation

The Emergent Symbolic Structure of Artificial Neural Networks

2 OLMo 2 Furious

The Unreasonable Ineffectiveness of the Deeper Layers

Progressive Prompts: Continual Learning for Language Models

Defending Against Indirect Prompt Injection Attacks With Spotlighting

SUP-MIMIC: A Multi-Task Clinical Diagnosis Benchmark for Evaluating LLMs' Robustness to Contradictory Evidence

Large Language Models Understand and Can be Enhanced by Emotional Stimuli

Combined Scaling for Zero-shot Transfer Learning

Which one is banana man? Evaluating vision-language models in multi-turn pragmatic interpretation

TACS: Trajectory-Aware Candidate Selection for LLM Jailbreak Suffix Optimization

Evaluating LLMs on Conversational Text-to-SQL under Chain Ambiguity and Intent Drift

Structured Pruning Learns Compact and Accurate Models

LoGo: Token-Level Dynamic Local-Global Attention

Recurrent Convolutional Neural Networks for Discourse Compositionality

QServe: W4A8KV4 Quantization and System Co-design for Efficient LLM Serving

Super Library Agent: Joint Generation and Maintenance of Multiple Applications Beyond the Single Codebase

A Dataset for Document Grounded Conversations

A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems

CoCoA: Context-Conditional Cultural Alignment for Large Language Models

Ontology-Guided Multi-Agent Extraction of Evaluation Objects from Academic Review Texts: Evidence from Chinese Library and Information Science

A Pretrainer's Guide to Training Data: Measuring the Effects of Data Age, Domain Coverage, Quality, & Toxicity

LLM Judges as Raters: A Pre-Registered Audit of Severity, Halo, Reliability, and Version Instability in LLM Essay Scoring on Public Corpora

Item-Mean Surrogates: Why Richer Persona Data Fail to Improve LLMs as Human Surrogates

Chain-of-Thought Faithfulness of Reasoning Models Varies with Where and How Preference Cues Are Delivered

Graph Neural Networks Meet Neural-Symbolic Computing: A Survey and Perspective

Argument-Aware Semantic Alignment of Normative Texts: A Toulmin-Based Neuro-Symbolic Approach

Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts

SIC-Agents: Benchmarking and Building an Adaptive Simulator for Pediatric Serious Illness Communication Training

The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey

MUDDLE: Measuring Understanding of Documents under Distractor and Length Effects

Repairing the Cracked Foundation: A Survey of Obstacles in Evaluation Practices for Generated Text

AI Can Be Easily Persuaded in Clinical Decision Making

Language as an Abstraction for Hierarchical Deep Reinforcement Learning

Learning by Abstraction: The Neural State Machine

FireAct: Toward Language Agent Fine-tuning

Evaluating the Semantic Specificity of Representation Steering in Language Models

LoftQ: LoRA-Fine-Tuning-Aware Quantization for Large Language Models

Arabic Safety Alignment as Selective Refusal: An Empirical Study of SFT, DPO, and Guard Calibration

Neural Networks and the Chomsky Hierarchy

When to Adapt: Conditional Memory Adapters for Retention-Preserving Domain Specialization

StageWell: A Process-Aligned Chinese Corpus for Positive-Psychology Support Dialogue

WebWorld: The Browser as a World Model for Self-Improving Web Code

All You Need Is Non-Commutative Words

Towards Conversational Recommendation over Multi-Type Dialogs

A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks

Whose Assessment of Distress? Community Perspectives and LLM Alignment on Well-Being Posts

Learning latent representations for style control and transfer in end-to-end speech synthesis

AlgoWorlds: Benchmarking Tool Use for Global Optimization in Algorithmic Worlds

BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages

Evaluating the State-of-the-Art of End-to-End Natural Language Generation: The E2E NLG Challenge

Padārtha: Ontology-Grounded Fine-Grained NER Benchmark for Classical Sanskrit