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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5,461 to 5,520 of 11,244

Generative Models Enhanced by Sequence Labelling and Aspect-Code Switching Improve Cross-lingual Aspect-Based Sentiment Analysis
Jakub Šmíd, Pavel Přibáň, Pavel Král
cs.CLarXiv:2608.30425v12026
StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text
Roberto Henschel, Levon Khachatryan, Hayk Poghosyan +5
cs.CVcs.AIcs.CLarXiv:2403.14773v22024
SemPOI-RL: Aligning LLM Semantic Reasoning for Interpretable Out-of-Town POI Sequential Generation
Yunqi Liu, Yang Zhang, Ruixing Zhang +4
cs.CLcs.AIarXiv:2608.30399v12026
Beyond Polarization: The Generative Constraint of Chain-of-Thought in Pointwise Reranking
Xiaoyang Chen, Jie Liu, Haijin Liang +5
cs.CLcs.IRarXiv:2608.30398v12026
Co-Evolving Actor-Conditioned Critics for Non-Verifiable Generation
Jinyoung Kim, Muhammad Khalifa, Lajanugen Logeswaran +4
cs.CLarXiv:2608.30397v12026
CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs
Zirui Wang, Mengzhou Xia, Luxi He +10
cs.CLcs.CVarXiv:2406.18521v12024
Improving Hypernymy Detection with an Integrated Path-based and Distributional Method
Vered Shwartz, Yoav Goldberg, Ido Dagan
cs.CLarXiv:1603.06076v32016
The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)
Shenglai Zeng, Jiankun Zhang, Pengfei He +8
cs.CRcs.AIcs.CLarXiv:2402.16893v12024
A Sentiment Analysis Dataset for Code-Mixed Malayalam-English
Bharathi Raja Chakravarthi, Navya Jose, Shardul Suryawanshi +2
cs.CLarXiv:2006.00210v12020
When LLM Meets Tree Search: A Systematic View of Inference as Search in Large Language Models
Jiaqi Wei, Xiang Zhang, Yuejin Yang +10
cs.CLarXiv:2608.30395v12026
Using Grounded Theory for Agent Behavior Analysis at Scale
Zhuoran Lu, Yangyang Yu, Zhuoyan Li +5
cs.CLcs.AIarXiv:2608.30391v12026
ShowUI: One Vision-Language-Action Model for GUI Visual Agent
Kevin Qinghong Lin, Linjie Li, Difei Gao +6
cs.CVcs.AIcs.CLarXiv:2411.17465v12024
Kathleen Remembers: Length-Invariant One-Shot Recall Without Attention
George Fountzoulas
cs.CLcs.LGarXiv:2608.30376v12026
Direct speech-to-speech translation with discrete units
Ann Lee, Peng-Jen Chen, Changhan Wang +9
cs.CLcs.LGeess.ASarXiv:2107.05604v22021
Beyond Consensus: Downward Bias and Role Asymmetry in Multi-Agent LLM Judges for Subjective Evaluation
Minsoo Song, Chanwoo Kim, Sugyeong Eo +1
cs.CLarXiv:2608.30373v12026
Auditing MCQA Benchmarks through Probability Landscapes
Minsoo Song, Chanjun Park
cs.CLarXiv:2608.30372v12026
Do Small Models Use the Law You Give Them? Measuring Context Use on a Bilingual Bangladesh Legal Benchmark
Moniruzzaman Mahadi, Abrar Mohammed Tanzim Alam, Sayma Siddika Monalisa +3
cs.CLarXiv:2608.30327v12026
Beyond Token-Level Guidance: Inference-Time Alignment of Specialized LLMs via Cross-Family Representation Steering
Jin Gan, Xin Li, Jun Luo
cs.CLcs.AIcs.LGarXiv:2608.30319v12026
Lazy Grounding: Attacking Search Agents with Factual Evidence
Yulin Zhang, Yukun Huang, Sanxing Chen +4
cs.CLarXiv:2608.30303v12026
Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs
Mingyang Chen, Wen Zhang, Wei Zhang +2
cs.CLstat.MLarXiv:1909.01515v12019
Using Prosody to Predict Syntactic Structure
Junghyun Min, Alex Warstadt, Tamar I. Regev +2
cs.CLcs.AIcs.LGarXiv:2608.30260v12026
Stratified Consistency Distillation for Natural Language Formalization
Zhichao Hou, Ferhat Erata, Joe Lilien +1
cs.CLcs.AIarXiv:2608.30258v12026
The Differential Reasoning Router: Operationalizing Cost-Aware LLM Annotation in E-commerce
Cheng Lyu, Jingyue Zhang, Vinny DeGenova +2
cs.CLcs.AIarXiv:2608.30224v12026
AIA$^{2}$: Attribute-Agnostic Imbalance Augmentation for Subgroup Robustness
Hanshu Rao, Guangzeng Han, Xiaolei Huang
cs.CLarXiv:2608.30297v12026
Read the Room, Read the Image: Understanding Indirect Speech Acts in Multimodal Visual Contexts
Jaehee Kim, Ji Hoon Chung, Seoyoon Park +5
cs.CLarXiv:2608.30270v12026
Beyond Surface Forms: Symbolic Edits as a Test for Logical Reasoning with LLMs
Ramya Keerthy Thatikonda, Wray Buntine, Ehsan Shareghi
cs.CLcs.AIarXiv:2608.30256v12026
On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?
Nouha Dziri, Sivan Milton, Mo Yu +2
cs.CLarXiv:2204.07931v12022
Quantifying and Mitigating Korean Jamo-Level Typographical Vulnerabilities in Large Language Models
Seojin Lee, Hwanhee Lee
cs.CLarXiv:2608.30229v12026
Look Before You Leap: Unveiling the Power of GPT-4V in Robotic Vision-Language Planning
Yingdong Hu, Fanqi Lin, Tong Zhang +2
cs.ROcs.AIcs.CLarXiv:2311.17842v22023
Label Semantic Expansion via Label Guided Neural Topic Modeling
Haojia Zheng, Yuyin Lu, Juntian Huang +4
cs.CLcs.AIarXiv:2608.30216v12026
Benchmarking large language models for biomedical natural language processing applications and recommendations
Qingyu Chen, Yan Hu, Xueqing Peng +18
cs.CLcs.AIcs.IRarXiv:2305.16326v52023
When Models Hear What They Expect: Diagnosing Prosodic Heuristics in Multimodal Sarcasm Detection
Yongjian Chen, Pengfei Wei, Yiqun Sun +2
cs.CLarXiv:2608.30204v12026
Referring Image Segmentation via Cross-Modal Progressive Comprehension
Shaofei Huang, Tianrui Hui, Si Liu +5
cs.CVcs.CLarXiv:2010.00514v12020
Reactivating Test-Time Scaling for Plane Geometry Problem Solving
Xiaoqiang Kang, Shengen Wu, Maizhen Ning +5
cs.CLarXiv:2608.30156v12026
Manacá-1B: An Open, Reproducible Brazilian-Portuguese Language Model and a Tokenizer-Aware, Paired Evaluation
Bruno Leonardo Santos Menezes, Carlos Leonardo Souza Cardoso, Fabio Andre Machado Porto
cs.CLarXiv:2608.30114v12026
Towards end-to-end spoken language understanding
Dmitriy Serdyuk, Yongqiang Wang, Christian Fuegen +3
cs.CLarXiv:1802.08395v12018
When Errors Become Memories: Causal Pathway Tracing in Multi-Turn Memory-Augmented LLMs
Shuyao Xiao, Shengling Wang, Xuan Chen +8
cs.CLarXiv:2608.30198v12026
ALTSTEER: Selective Safety Steering for Moving Beyond Hard Refusals to Constructive Alternatives
Hoejoon Kwon, Byeonggeuk Lim, Kahyeon Kim +1
cs.CLcs.SEarXiv:2608.30197v12026
GPAgentBench-2K: Benchmarking Large Language Model Agents in Complex Clinical Action Space
Boqi Chen, Xudong Liu, Yunke Ao +2
cs.CLarXiv:2608.30188v12026
CPR for LLMs: Critical-Point Routing against Catastrophic Forgetting in Domain Adaptation
Kwangmin Ki, Yunhun Nam, Jongheon Jeong +1
cs.CLcs.AIarXiv:2608.30158v12026
ReLoRA: High-Rank Training Through Low-Rank Updates
Vladislav Lialin, Namrata Shivagunde, Sherin Muckatira +1
cs.CLcs.LGarXiv:2307.05695v42023
PanGu-$α$: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation
Wei Zeng, Xiaozhe Ren, Teng Su +35
cs.CLarXiv:2104.12369v12021
Agent Workflow Memory
Zora Zhiruo Wang, Jiayuan Mao, Daniel Fried +1
cs.CLarXiv:2409.07429v12024
Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding
Xintong Wang, Jingheng Pan, Liang Ding +1
cs.CVcs.AIcs.CLarXiv:2403.18715v22024
Can LLMs Take the Pulse of the Economy? A Real-Time Evaluation of LLM Nowcasts on Macroeconomic Indicators
Xinyue Zhao, Ruiyi Zhang, Liqin Ye +3
cs.CLcs.AIarXiv:2608.30110v12026
COGTRL: Training LLMs for Scientific Discovery Assistance using Cognitive Traces via Reinforcement Learning
Shrinidhi Kumbhar Santosh Mashetty Divij Handa Kevin Coutinho, Siddharth Sambhaji Ghule, Chitta Baral
cs.CLarXiv:2608.30109v12026
AtlasNLP: A Country-Aware Atlas of Dataset Representation in NLP
Joan Nwatu, Tsedeniya Solomon Amare, Longju Bai +17
cs.CLcs.AIcs.CYarXiv:2608.30107v12026
Arkios: An Open Bilingual English-Nepali Language Model Trained From Scratch, with a Devanagari-Aware Tokenizer
Sajal Regmi, Siddhartha Pudasaini, Chetan Phakami Pun
cs.CLcs.AIarXiv:2608.30092v12026
Pak3H: Evaluating the Cost of Cultural Mismatch in LLM Alignment with a Human-Contextualized Urdu Benchmark
Abdullah Hashmat, Usman Naseem, Agha Ali Raza
cs.CLcs.AIarXiv:2608.30065v12026
Small Language Models as Judges for Rubric-Based Reinforcement Learning
Fengyu Xie, Yilun Zhao, Bingsen Chen +2
cs.CLarXiv:2608.30005v12026
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models
Ge Zheng, Bin Yang, Jiajin Tang +2
cs.CVcs.CLarXiv:2310.16436v22023
Beyond Fluency: A Rubric-Based Benchmark for Evaluating Saudi Dialect and Cultural Competence in Large Language Models
Ghassan Al-Sumaidaee, Sajjad Abdoli, Ahmed Rashad +1
cs.CLcs.AIcs.CVarXiv:2608.29990v12026
BiERU: Bidirectional Emotional Recurrent Unit for Conversational Sentiment Analysis
Wei Li, Wei Shao, Shaoxiong Ji +1
cs.CLcs.LGarXiv:2006.00492v32020
When Does a Classifier Help an LLM? Classifier-Guided Prompting and Hybrid Classifier-LLM Models for Credit-Default Prediction
Rishi Datta, Lavanya Prahallad
cs.CLcs.LGarXiv:2608.30086v12026
Budget-Aware Compression Pipeline for Single-GPU LLM Inference: Methods, Trade-offs, and Coupling Effects
Hongyu Yu, Yifei Shen
cs.CLarXiv:2608.30076v12026
Fast WordPiece Tokenization
Xinying Song, Alex Salcianu, Yang Song +2
cs.CLarXiv:2012.15524v32020
"Act Like a 5th Grader" is Not Enough: Bounding Knowledge in LLM-Based User Simulators
Krisztian Balog, Arild Michel Bakken
cs.CLcs.AIarXiv:2608.30033v12026
Generating Clinical Vignettes that Preserve Cognitive Formulations
Amit Oren, Nimrod Hertz-Palmor, Dean Ariel +1
cs.CLcs.AIarXiv:2608.29995v12026
Word Embeddings: A Survey
Felipe Almeida, Geraldo Xexéo
cs.CLcs.LGstat.MLarXiv:1901.09069v22019
Evolutionary Soups: Evolving Mixture-of-Experts for Multi-Objective LLM Alignment
Lingxiao Kong, Steffen Staab, Cong Yang +2
cs.CLcs.LGcs.NEarXiv:2608.29978v12026

Computation and Language

Generative Models Enhanced by Sequence Labelling and Aspect-Code Switching Improve Cross-lingual Aspect-Based Sentiment Analysis

StreamingT2V: Consistent, Dynamic, and Extendable Long Video Generation from Text

SemPOI-RL: Aligning LLM Semantic Reasoning for Interpretable Out-of-Town POI Sequential Generation

Beyond Polarization: The Generative Constraint of Chain-of-Thought in Pointwise Reranking

Co-Evolving Actor-Conditioned Critics for Non-Verifiable Generation

CharXiv: Charting Gaps in Realistic Chart Understanding in Multimodal LLMs

Improving Hypernymy Detection with an Integrated Path-based and Distributional Method

The Good and The Bad: Exploring Privacy Issues in Retrieval-Augmented Generation (RAG)

A Sentiment Analysis Dataset for Code-Mixed Malayalam-English

When LLM Meets Tree Search: A Systematic View of Inference as Search in Large Language Models

Using Grounded Theory for Agent Behavior Analysis at Scale

ShowUI: One Vision-Language-Action Model for GUI Visual Agent

Kathleen Remembers: Length-Invariant One-Shot Recall Without Attention

Direct speech-to-speech translation with discrete units

Beyond Consensus: Downward Bias and Role Asymmetry in Multi-Agent LLM Judges for Subjective Evaluation

Auditing MCQA Benchmarks through Probability Landscapes

Do Small Models Use the Law You Give Them? Measuring Context Use on a Bilingual Bangladesh Legal Benchmark

Beyond Token-Level Guidance: Inference-Time Alignment of Specialized LLMs via Cross-Family Representation Steering

Lazy Grounding: Attacking Search Agents with Factual Evidence

Meta Relational Learning for Few-Shot Link Prediction in Knowledge Graphs

Using Prosody to Predict Syntactic Structure

Stratified Consistency Distillation for Natural Language Formalization

The Differential Reasoning Router: Operationalizing Cost-Aware LLM Annotation in E-commerce

AIA$^{2}$: Attribute-Agnostic Imbalance Augmentation for Subgroup Robustness

Read the Room, Read the Image: Understanding Indirect Speech Acts in Multimodal Visual Contexts

Beyond Surface Forms: Symbolic Edits as a Test for Logical Reasoning with LLMs

On the Origin of Hallucinations in Conversational Models: Is it the Datasets or the Models?

Quantifying and Mitigating Korean Jamo-Level Typographical Vulnerabilities in Large Language Models

Look Before You Leap: Unveiling the Power of GPT-4V in Robotic Vision-Language Planning

Label Semantic Expansion via Label Guided Neural Topic Modeling

Benchmarking large language models for biomedical natural language processing applications and recommendations

When Models Hear What They Expect: Diagnosing Prosodic Heuristics in Multimodal Sarcasm Detection

Referring Image Segmentation via Cross-Modal Progressive Comprehension

Reactivating Test-Time Scaling for Plane Geometry Problem Solving

Manacá-1B: An Open, Reproducible Brazilian-Portuguese Language Model and a Tokenizer-Aware, Paired Evaluation

Towards end-to-end spoken language understanding

When Errors Become Memories: Causal Pathway Tracing in Multi-Turn Memory-Augmented LLMs

ALTSTEER: Selective Safety Steering for Moving Beyond Hard Refusals to Constructive Alternatives

GPAgentBench-2K: Benchmarking Large Language Model Agents in Complex Clinical Action Space

CPR for LLMs: Critical-Point Routing against Catastrophic Forgetting in Domain Adaptation

ReLoRA: High-Rank Training Through Low-Rank Updates

PanGu-$α$: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computation

Agent Workflow Memory

Mitigating Hallucinations in Large Vision-Language Models with Instruction Contrastive Decoding

Can LLMs Take the Pulse of the Economy? A Real-Time Evaluation of LLM Nowcasts on Macroeconomic Indicators

COGTRL: Training LLMs for Scientific Discovery Assistance using Cognitive Traces via Reinforcement Learning

AtlasNLP: A Country-Aware Atlas of Dataset Representation in NLP

Arkios: An Open Bilingual English-Nepali Language Model Trained From Scratch, with a Devanagari-Aware Tokenizer

Pak3H: Evaluating the Cost of Cultural Mismatch in LLM Alignment with a Human-Contextualized Urdu Benchmark

Small Language Models as Judges for Rubric-Based Reinforcement Learning

DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models

Beyond Fluency: A Rubric-Based Benchmark for Evaluating Saudi Dialect and Cultural Competence in Large Language Models

BiERU: Bidirectional Emotional Recurrent Unit for Conversational Sentiment Analysis

When Does a Classifier Help an LLM? Classifier-Guided Prompting and Hybrid Classifier-LLM Models for Credit-Default Prediction

Budget-Aware Compression Pipeline for Single-GPU LLM Inference: Methods, Trade-offs, and Coupling Effects

Fast WordPiece Tokenization

"Act Like a 5th Grader" is Not Enough: Bounding Knowledge in LLM-Based User Simulators

Generating Clinical Vignettes that Preserve Cognitive Formulations

Word Embeddings: A Survey

Evolutionary Soups: Evolving Mixture-of-Experts for Multi-Objective LLM Alignment