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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13,621 to 13,680 of 19,337

RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL
Haoyang Li, Jing Zhang, Cuiping Li +1
cs.CLarXiv:2302.05965v32023
The Assistant Axis: Situating and Stabilizing the Default Persona of Language Models
Christina Lu, Jack Gallagher, Jonathan Michala +2
cs.CLarXiv:2601.10387v12026
Mind the Confidence Gap: Overconfidence, Calibration, and Distractor Effects in Large Language Models
Prateek Chhikara
cs.CLcs.AIarXiv:2502.11028v32025
AI translation of literary texts is "fine", but readers still prefer human translations
Yves Ferstler, Adam Podoxin, Ty Brassington +3
cs.CLarXiv:2606.26040v12026
JMMMU-Pro: Image-based Japanese Multi-discipline Multimodal Understanding Benchmark via Vibe Benchmark Construction
Atsuyuki Miyai, Shota Onohara, Jeonghun Baek +1
cs.CLcs.AIcs.CVarXiv:2512.14620v12025
SymbolicGPT: A Generative Transformer Model for Symbolic Regression
Mojtaba Valipour, Bowen You, Maysum Panju +1
cs.LGcs.CLcs.SCarXiv:2106.14131v12021
DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models
Boxin Wang, Weixin Chen, Hengzhi Pei +16
cs.CLcs.AIcs.CRarXiv:2306.11698v52023
Adversarial Reinforcement Learning for Large Language Model Agent Safety
Zizhao Wang, Dingcheng Li, Vaishakh Keshava +4
cs.LGcs.AIcs.CLarXiv:2510.05442v12025
VersatileFFN: Achieving Parameter Efficiency in LLMs via Adaptive Wide-and-Deep Reuse
Ying Nie, Kai Han, Hongguang Li +5
cs.CLarXiv:2512.14531v22025
Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation
Ning Dai, Jianze Liang, Xipeng Qiu +1
cs.CLarXiv:1905.05621v32019
SecureCode: A Production-Grade Multi-Turn Dataset for Training Security-Aware Code Generation Models
Scott Thornton
cs.CRcs.AIcs.CLarXiv:2512.18542v32025
XNLI: Evaluating Cross-lingual Sentence Representations
Alexis Conneau, Guillaume Lample, Ruty Rinott +4
cs.CLcs.AIcs.LGarXiv:1809.05053v12018
A Discriminative Entity-Aware Language Model for Virtual Assistants
Mandana Saebi, Ernest Pusateri, Aaksha Meghawat +1
cs.CLcs.LGarXiv:2106.11292v12021
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs
Pei Ke, Haozhe Ji, Yu Ran +5
cs.CLcs.AIarXiv:2106.10502v12021
Universal Adversarial Triggers for Attacking and Analyzing NLP
Eric Wallace, Shi Feng, Nikhil Kandpal +2
cs.CLcs.LGarXiv:1908.07125v32019
Separate the Wheat from the Chaff: A Post-Hoc Approach to Safety Re-Alignment for Fine-Tuned Language Models
Di Wu, Xin Lu, Yanyan Zhao +1
cs.CLarXiv:2412.11041v32024
Why Does Post-Training Quantization Work?
Yuxiang Chen, Michael Beyer, Jun Zhu +1
cs.LGcs.CLarXiv:2609.11716v12026
Is Attention Interpretable?
Sofia Serrano, Noah A. Smith
cs.CLarXiv:1906.03731v12019
Coupled Variational Reinforcement Learning for Language Model General Reasoning
Xueru Wen, Jie Lou, Yanjiang Liu +6
cs.CLcs.AIarXiv:2512.12576v32025
Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora
Xisen Jin, Dejiao Zhang, Henghui Zhu +5
cs.CLarXiv:2110.08534v32021
Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking
Zhiyi Ma, Kawin Ethayarajh, Tristan Thrush +6
cs.CLcs.AIarXiv:2106.06052v12021
VOYAGER: A Training Free Approach for Generating Diverse Datasets using LLMs
Avinash Amballa, Yashas Malur Saidutta, Chi-Heng Lin +2
cs.CLcs.LGarXiv:2512.12072v22025
ReliableRAG: Combating Misinformation in Retrieval-Augmented Generation via Reliability-Guided Reasoning Chains
Jinpu Jiang, Xuan Wu, Wenhao Song +6
cs.CLcs.IRarXiv:2608.25487v12026
SciOrch: Learning to Orchestrate Expert LLMs for Solving Frontier Multimodal Scientific Reasoning Tasks
Jingru Guo, Xiangyuan Xue, Lian Zhang +6
cs.CLarXiv:2606.15872v12026
Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects
Jun Zhang, Yicheng Ji, Feiyang Ren +7
cs.CLarXiv:2604.05546v22026
Trajectory Soup: Pushing the Compute-Scaling Frontier of LLM Mid-training via Diverse Trajectories
Zhehao Huang, Changxin Tian, Qingyuan Yang +5
cs.LGcs.AIcs.CLarXiv:2609.37169v12026
OmniOPD: Logit-Free On-Policy Distillation via Speculative Verification
Yuhang Zhou, Lizhu Zhang, Yifan Wu +5
cs.LGcs.CLarXiv:2606.01476v22026
Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation
Yiwen Tang, Zoey Guo, Kaixin Zhu +11
cs.CVcs.AIcs.CLarXiv:2512.10949v12025
Cross-topic Argument Mining from Heterogeneous Sources Using Attention-based Neural Networks
Christian Stab, Tristan Miller, Iryna Gurevych
cs.CLarXiv:1802.05758v12018
Tutel: Adaptive Mixture-of-Experts at Scale
Changho Hwang, Wei Cui, Yifan Xiong +12
cs.DCcs.CLcs.CVarXiv:2206.03382v22022
The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction
Pratyusha Sharma, Jordan T. Ash, Dipendra Misra
cs.LGcs.AIcs.CLarXiv:2312.13558v12023
Sparks of Artificial General Intelligence: Early experiments with GPT-4
Sébastien Bubeck, Varun Chandrasekaran, Ronen Eldan +11
cs.CLcs.AIarXiv:2303.12712v52023
Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks
Binxuan Huang, Yanglan Ou, Kathleen M. Carley
cs.CLarXiv:1804.06536v12018
Interactive and Explainable Region-guided Radiology Report Generation
Tim Tanida, Philip Müller, Georgios Kaissis +1
cs.CVcs.CLcs.LGarXiv:2304.08295v12023
Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models
Junyi Li, Tianyi Tang, Wayne Xin Zhao +3
cs.CLarXiv:2106.01623v12021
Safe Multi-agent Reinforcement Learning with Natural Language Constraints
Ziyan Wang, Meng Fang, Tristan Tomilin +2
cs.MAcs.CLcs.LGarXiv:2405.20018v12024
ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback
Yutao Mou, Zhangchi Xue, Lijun Li +4
cs.CLarXiv:2601.10156v12026
T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and Playground
Dmitrii Stoianov, Danil Taranets, Olga Tsymboi +12
cs.CLarXiv:2512.10430v12025
Luna: Linear Unified Nested Attention
Xuezhe Ma, Xiang Kong, Sinong Wang +4
cs.LGcs.CLarXiv:2106.01540v22021
The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning
Nathaniel Li, Alexander Pan, Anjali Gopal +54
cs.LGcs.AIcs.CLarXiv:2403.03218v72024
One for All: Neural Joint Modeling of Entities and Events
Trung Minh Nguyen, Thien Huu Nguyen
cs.CLarXiv:1812.00195v12018
PARC-Loc: Text-to-Point-Cloud Localization with Partial Assignment and Relational Consistency
Shengkai Ma, Zhenyu Hou, Weihua Cao
cs.CVcs.AIcs.CLarXiv:2610.09761v12026
Same Scores, Different Decisions: Evaluating JEV and Language Models for Legal Document Understanding
Fan Zhang, Yankai Chen, Zhuohan Xie +11
cs.CLarXiv:2609.27678v12026
Beyond Surface Cues: Disentangling Sociocultural Signals in Multilingual LLMs
Yuanjun Feng, Tanzhou Liu, Stefan Feuerriegel +1
cs.CLcs.AIarXiv:2608.23026v12026
OpenDeception: Learning Deception and Trust in Human-AI Interaction via Multi-Agent Simulation
Yichen Wu, Qianqian Gao, Xudong Pan +2
cs.AIcs.CLarXiv:2504.13707v32025
Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion
Armand Joulin, Piotr Bojanowski, Tomas Mikolov +2
cs.CLcs.LGarXiv:1804.07745v32018
The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers
Zonglin Li, Chong You, Srinadh Bhojanapalli +8
cs.LGcs.CLcs.CVarXiv:2210.06313v22022
Modeling Spoken Information Queries for Virtual Assistants: Open Problems, Challenges and Opportunities
Christophe Van Gysel
cs.IRcs.CLarXiv:2304.13149v12023
Identifying the Risks of LM Agents with an LM-Emulated Sandbox
Yangjun Ruan, Honghua Dong, Andrew Wang +6
cs.AIcs.CLcs.LGarXiv:2309.15817v22023
Protecting Language Generation Models via Invisible Watermarking
Xuandong Zhao, Yu-Xiang Wang, Lei Li
cs.CRcs.CLcs.LGarXiv:2302.03162v32023
SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning
Ning Miao, Yee Whye Teh, Tom Rainforth
cs.AIcs.CLcs.LGarXiv:2308.00436v32023
Revise, Don't Freeze: Sampler-Matched Training for Self-Correcting Masked Diffusion Language Models
Longxuan Yu, Shaorong Zhang, Yu Fu +3
cs.CLarXiv:2606.01026v12026
Parts-of-Speech as Emergent Categories in SAE Latent Space
Alessandro Bondielli, Lucia Passaro, Serena Auriemma +1
cs.CLarXiv:2609.29362v12026
Document Understanding Dataset and Evaluation (DUDE)
Jordy Van Landeghem, Rubén Tito, Łukasz Borchmann +10
cs.CVcs.CLcs.LGarXiv:2305.08455v32023
ZeroPrompt: Streaming Acoustic Encoders are Zero-Shot Masked LMs
Xingchen Song, Di Wu, Binbin Zhang +4
cs.SDcs.CLeess.ASarXiv:2305.10649v12023
Can Decision Models Understand Stance? Evaluating Jev Against General-Purpose LLMs
Xing Li, Jinzhong Ning, Yijia Zhang +2
cs.CLarXiv:2610.11901v12026
Data Recombination for Neural Semantic Parsing
Robin Jia, Percy Liang
cs.CLarXiv:1606.03622v12016
Bridge Routing Heads: Where Multilingual Multi-hop Reasoning Lives in LLMs
Seunghan Kim, Minyeong Choe, Hyunil Kim +1
cs.CLarXiv:2610.09733v12026
ASPIRE: Asynchronous Batched Self-Speculative Decoding for Long-Context LLM Inference
Amir Ziashahabi, Hossein Entezari Zarch, Lei Gao +2
cs.LGcs.CLcs.DCarXiv:2609.17943v12026
BERT Busters: Outlier Dimensions that Disrupt Transformers
Olga Kovaleva, Saurabh Kulshreshtha, Anna Rogers +1
cs.CLarXiv:2105.06990v22021

Computation and Language

RESDSQL: Decoupling Schema Linking and Skeleton Parsing for Text-to-SQL

The Assistant Axis: Situating and Stabilizing the Default Persona of Language Models

Mind the Confidence Gap: Overconfidence, Calibration, and Distractor Effects in Large Language Models

AI translation of literary texts is "fine", but readers still prefer human translations

JMMMU-Pro: Image-based Japanese Multi-discipline Multimodal Understanding Benchmark via Vibe Benchmark Construction

SymbolicGPT: A Generative Transformer Model for Symbolic Regression

DecodingTrust: A Comprehensive Assessment of Trustworthiness in GPT Models

Adversarial Reinforcement Learning for Large Language Model Agent Safety

VersatileFFN: Achieving Parameter Efficiency in LLMs via Adaptive Wide-and-Deep Reuse

Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation

SecureCode: A Production-Grade Multi-Turn Dataset for Training Security-Aware Code Generation Models

XNLI: Evaluating Cross-lingual Sentence Representations

A Discriminative Entity-Aware Language Model for Virtual Assistants

JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs

Universal Adversarial Triggers for Attacking and Analyzing NLP

Separate the Wheat from the Chaff: A Post-Hoc Approach to Safety Re-Alignment for Fine-Tuned Language Models

Why Does Post-Training Quantization Work?

Is Attention Interpretable?

Coupled Variational Reinforcement Learning for Language Model General Reasoning

Lifelong Pretraining: Continually Adapting Language Models to Emerging Corpora

Dynaboard: An Evaluation-As-A-Service Platform for Holistic Next-Generation Benchmarking

VOYAGER: A Training Free Approach for Generating Diverse Datasets using LLMs

ReliableRAG: Combating Misinformation in Retrieval-Augmented Generation via Reliability-Guided Reasoning Chains

SciOrch: Learning to Orchestrate Expert LLMs for Solving Frontier Multimodal Scientific Reasoning Tasks

Efficient Inference for Large Vision-Language Models: Bottlenecks, Techniques, and Prospects

Trajectory Soup: Pushing the Compute-Scaling Frontier of LLM Mid-training via Diverse Trajectories

OmniOPD: Logit-Free On-Policy Distillation via Speculative Verification

Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation

Cross-topic Argument Mining from Heterogeneous Sources Using Attention-based Neural Networks

Tutel: Adaptive Mixture-of-Experts at Scale

The Truth is in There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction

Sparks of Artificial General Intelligence: Early experiments with GPT-4

Aspect Level Sentiment Classification with Attention-over-Attention Neural Networks

Interactive and Explainable Region-guided Radiology Report Generation

Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models

Safe Multi-agent Reinforcement Learning with Natural Language Constraints

ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback

T-pro 2.0: An Efficient Russian Hybrid-Reasoning Model and Playground

Luna: Linear Unified Nested Attention

The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning

One for All: Neural Joint Modeling of Entities and Events

PARC-Loc: Text-to-Point-Cloud Localization with Partial Assignment and Relational Consistency

Same Scores, Different Decisions: Evaluating JEV and Language Models for Legal Document Understanding

Beyond Surface Cues: Disentangling Sociocultural Signals in Multilingual LLMs

OpenDeception: Learning Deception and Trust in Human-AI Interaction via Multi-Agent Simulation

Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion

The Lazy Neuron Phenomenon: On Emergence of Activation Sparsity in Transformers

Modeling Spoken Information Queries for Virtual Assistants: Open Problems, Challenges and Opportunities

Identifying the Risks of LM Agents with an LM-Emulated Sandbox

Protecting Language Generation Models via Invisible Watermarking

SelfCheck: Using LLMs to Zero-Shot Check Their Own Step-by-Step Reasoning

Revise, Don't Freeze: Sampler-Matched Training for Self-Correcting Masked Diffusion Language Models

Parts-of-Speech as Emergent Categories in SAE Latent Space

Document Understanding Dataset and Evaluation (DUDE)

ZeroPrompt: Streaming Acoustic Encoders are Zero-Shot Masked LMs

Can Decision Models Understand Stance? Evaluating Jev Against General-Purpose LLMs

Data Recombination for Neural Semantic Parsing

Bridge Routing Heads: Where Multilingual Multi-hop Reasoning Lives in LLMs

ASPIRE: Asynchronous Batched Self-Speculative Decoding for Long-Context LLM Inference

BERT Busters: Outlier Dimensions that Disrupt Transformers