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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901 to 960 of 11,220

Natural SQL: Making SQL Easier to Infer from Natural Language Specifications
Yujian Gan, Xinyun Chen, Jinxia Xie +4
cs.CLarXiv:2109.05153v12021
Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition
Felix Wu, Kwangyoun Kim, Jing Pan +3
cs.CLcs.LGcs.SDarXiv:2109.06870v12021
ReGround: Grounding Reviewer Comments in Multimodal Evidence
Serwar Basch, Lizhen Qu, Iryna Gurevych
cs.CLcs.IRarXiv:2609.11460v12026
FaithDial: A Faithful Benchmark for Information-Seeking Dialogue
Nouha Dziri, Ehsan Kamalloo, Sivan Milton +4
cs.CLarXiv:2204.10757v32022
Cross-Lingual Clinical Annotation Projection as Constrained Text Generation: A Six-Language Study
Álvaro Rey-Blanes, Francisco J. Moreno-Barea, Francisco J. Veredas
cs.CLcs.AIarXiv:2609.11450v12026
On the Impact of Anonymization on the Performance of Large Language Models
Tobias Deußer, Max Hahnbück, Lorenz Sparrenberg +3
cs.CLcs.AIarXiv:2609.11335v12026
MultiHuSE: A Multimodal Dataset for Humour Styles and Emotions
Mary Ogbuka Kenneth, Foaad Khosmood, Abbas Edalat
cs.CLcs.CVcs.MMarXiv:2609.11322v12026
Automatic Lyric Transcription for Greek Songs: Scaling and Task Composition Effects in Whisper Adaptation
Maria Frangiadaki, Dimitrios Damianos, Kosmas Kritsis +1
cs.CLcs.SDarXiv:2609.11302v12026
The Illusion of Balanced Multimodal Sentiment Analysis: Beyond the Limits of Optimization-Based Methods
Ioanna Kaffeza, Efthymios Georgiou, Alexandros Potamianos
cs.CLarXiv:2609.11247v12026
Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models
Weixin Liang, Lili Yu, Liang Luo +8
cs.CLarXiv:2411.04996v22024
Can LLMs Normalize Databases? A Benchmark and Multi-Agent Framework for Schema Normalization
Dong-Jae Koh, Huisu Kim, SeongHwan Yoon +4
cs.CLarXiv:2609.11141v12026
Truncation Sampling as Language Model Desmoothing
John Hewitt, Christopher D. Manning, Percy Liang
cs.CLarXiv:2210.15191v12022
A Fragility Spectrum for Recursive Language-Model Training
Yangze Liu, Zhongyi Han
cs.CLcs.AIcs.LGarXiv:2609.11149v12026
Overview of the NLPCC 2026 Shared Task 11: Agent-Based Experiment Reproduction from Scientific Papers
Hanhua Hong, Yizhi Li, Luu Gia Huy +3
cs.CLarXiv:2609.11117v12026
Assessing the Reusability of Public Speech Resources for Low-Resource Languages: A Central Kurdish Case Study
Hiwa Asadpour
cs.CLarXiv:2609.11246v12026
HittER: Hierarchical Transformers for Knowledge Graph Embeddings
Sanxing Chen, Xiaodong Liu, Jianfeng Gao +3
cs.CLcs.LGarXiv:2008.12813v22020
OmniHallu: Unified Hallucination Detection for Cross-Modal Comprehension and Generation in Multimodal Large Language Models
Jianjiang Yang, Peihang Li, Shanqing Xu +3
cs.CLcs.CVarXiv:2609.11244v12026
Does Neural Machine Translation Benefit from Larger Context?
Sebastien Jean, Stanislas Lauly, Orhan Firat +1
stat.MLcs.CLcs.LGarXiv:1704.05135v12017
Automated Identification of Competing Narratives in Political Discourse on Social Media
Sergej Wildemann, Erick Elejalde
cs.CLcs.SIarXiv:2609.11202v12026
FlexComp: One Model for Every Ratio in Context Compression
Kaiyan Zhao, Zhongtao Miao, Akiko Aizawa +1
cs.CLarXiv:2609.11192v12026
Have Faith in Faithfulness: Going Beyond Circuit Overlap When Finding Model Mechanisms
Michael Hanna, Sandro Pezzelle, Yonatan Belinkov
cs.LGcs.CLarXiv:2403.17806v22024
Rubric-Aligned Disentangled Evaluation of Human Simultaneous Interpreting
Ziyu Zhang, Satoshi Nakamura
cs.CLarXiv:2609.11131v12026
From Repetition to Recognition: Inductive Discovery of Disinformation Narratives
Max Upravitelev, Veronika Solopova, Jing Yang +4
cs.CLarXiv:2609.11128v12026
SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics
Da Yin, Tao Meng, Kai-Wei Chang
cs.CLarXiv:2005.04114v42020
ProMediConv: Benchmarking Proactive Conversational Agents in Legal Dispute Mediation
Zesheng Wei, Mengfan Li, Wenhao Liu +3
cs.CLarXiv:2609.11101v12026
Distribution-aware Language Neuron Identification in Multilingual Large Language Models
Minjun Kim, Inho Won, Junghun Yuk +3
cs.CLarXiv:2609.10993v12026
Rebalancing Token Importance in Language Models with TF-IDF Weighted Cross-Entropy Loss
Zhijian Li, Stefan Larson, Kevin Leach
cs.CLcs.LGarXiv:2609.11029v12026
Beyond Consensus: Perspectivist Modeling and Evaluation of Annotator Disagreement in NLP
Yinuo Xu, David Jurgens
cs.CLarXiv:2601.09065v22026
Rethinking Verbalized Confidence for LLM-as-a-Judge: A Compatibility Shift on Post-2025 Proprietary Models
Yu-Chung Hsiao
cs.CLarXiv:2609.10996v12026
Using Semantic Uncertainty to Estimate Transition Relevance in Turn-taking
Muhammad Umair, Jan P. de Ruiter
cs.CLarXiv:2609.10934v12026
Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection
Jian Ni, Georgiana Dinu, Radu Florian
cs.CLcs.IRarXiv:1707.02483v12017
When Noise Fabricates Bias: The Fragility of LLM-as-a-Judge Bias Measurement under Noisy Text
DongHyun Ryu, Jaehyeok Lee, YeongJun Hwang +1
cs.CLcs.LGarXiv:2609.11067v12026
Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural Dimensions
Reem I. Masoud, Ziquan Liu, Martin Ferianc +2
cs.CYcs.CLcs.LGarXiv:2309.12342v22023
Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors
Tung Phung, Victor-Alexandru Pădurean, José Cambronero +5
cs.CYcs.AIcs.CLarXiv:2306.17156v32023
K/V-Cache Interventions Dissociate Representation Alignment from Persona Expression in Decoder-Only Language Models
Yu Sun, Mengyin Lu, Cong Feng +2
cs.CLarXiv:2609.11020v12026
Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations
Kang Min Yoo, Junyeob Kim, Hyuhng Joon Kim +5
cs.CLcs.AIcs.LGarXiv:2205.12685v22022
Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading
Howard Chen, Ramakanth Pasunuru, Jason Weston +1
cs.CLarXiv:2310.05029v12023
LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models
Ahmad Faiz, Sotaro Kaneda, Ruhan Wang +4
cs.CLcs.AIcs.CYarXiv:2309.14393v22023
Robust Multimodal Sentiment Analysis with Incomplete Modalities via Semantic-aware Completeness based Reconstruction
Han-Jun Choi, Byunggill Joe, Saim Shin +1
cs.CLcs.AIcs.LGarXiv:2609.10950v12026
MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization
Jinwei Lu, Yuanfeng Song, Chen Zhang +1
cs.CLcs.AIcs.DBarXiv:2601.18320v12026
Structurally Speaking: Motif-Oriented Graph Captioning through Bidirectional Graph-Text Translation
Hsiao-Ying Lu, Dongyu Liu, Kwan-Liu Ma
cs.CLcs.LGarXiv:2609.10923v12026
Auto-RecSys: Harnessing Autonomous Research Agents for Industry-Scale Recommender System
Ming Li, Dai Li, Xuying Ning +11
cs.CLarXiv:2609.10922v12026
Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family
Yiming Tan, Dehai Min, Yu Li +4
cs.CLarXiv:2303.07992v32023
SearchAtlas: Analyzing Agentic Search Strategies via Evidential Query Graphs
Jiacheng Sang, Mengyuan Li, Sanxing Chen +3
cs.CLarXiv:2609.10901v12026
Retrieving Multimodal Information for Augmented Generation: A Survey
Ruochen Zhao, Hailin Chen, Weishi Wang +8
cs.CLarXiv:2303.10868v32023
EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis
Zhiwei Liu, Kailai Yang, Tianlin Zhang +2
cs.CLarXiv:2401.08508v22024
NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks
Swaroop Mishra, Arindam Mitra, Neeraj Varshney +4
cs.CLcs.AIcs.LGarXiv:2204.05660v12022
SCOTT: Self-Consistent Chain-of-Thought Distillation
Peifeng Wang, Zhengyang Wang, Zheng Li +3
cs.CLarXiv:2305.01879v42023
Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark
Yihua Zhang, Pingzhi Li, Junyuan Hong +10
cs.LGcs.CLarXiv:2402.11592v32024
Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
Jiashu Xu, Mingyu Derek Ma, Fei Wang +2
cs.CLcs.AIcs.CRarXiv:2305.14710v22023
CoDAR: Continuous Diffusion Language Models are More Powerful Than You Think
Junzhe Shen, Jieru Zhao, Ziwei He +1
cs.CLcs.AIcs.LGarXiv:2603.02547v12026
LLM-Anchored Paralinguistic Enrichment for Alzheimer's Disease Detection
Xiao Wei, Yuqin Lin, Yaru Cao +6
cs.CLcs.SDarXiv:2609.10896v12026
Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs
Pranjal Aggarwal, Aman Madaan, Yiming Yang +1
cs.CLarXiv:2305.11860v22023
Does Linguistic Structure Enrichment Enhance Coherence Assessment? Not With Current Architectures
Victor Mazzotti, Luiz Pereira, Marina Bitencourt dos Santos +4
cs.CLcs.AIarXiv:2609.10893v12026
Detectable Only Where It Is Confounded: What Verified Duplication Counts Say About Membership Evidence in Language Models
Arman Nik Khah
cs.CLcs.CRcs.LGarXiv:2609.10830v12026
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent
Binxu Li, Tiankai Yan, Yuanting Pan +8
cs.CLcs.AIarXiv:2407.02483v22024
Larger Context Window, Fewer Overcorrections: Optimizing Prompts and Batching for Minimal-Edit Grammatical Error Correction
Kateryna Karpo, Artem Chernodub
cs.CLarXiv:2609.10810v12026
Analyzing Traditional and Neural Approaches to Multilingual Readability Assessment
Joshua Wong, Chris Tanner
cs.CLarXiv:2609.10792v12026
Generating Benchmarks for Factuality Evaluation of Language Models
Dor Muhlgay, Ori Ram, Inbal Magar +7
cs.CLcs.AIarXiv:2307.06908v22023
Multilingual in Name Only? Cultural and Linguistic Weaknesses of LLMs in Urdu
Farah Adeeba, Abdul Rafae Khan, Rajesh Bhatt +1
cs.CLcs.AIcs.LGarXiv:2609.10758v12026

Computation and Language

Natural SQL: Making SQL Easier to Infer from Natural Language Specifications

Performance-Efficiency Trade-offs in Unsupervised Pre-training for Speech Recognition

ReGround: Grounding Reviewer Comments in Multimodal Evidence

FaithDial: A Faithful Benchmark for Information-Seeking Dialogue

Cross-Lingual Clinical Annotation Projection as Constrained Text Generation: A Six-Language Study

On the Impact of Anonymization on the Performance of Large Language Models

MultiHuSE: A Multimodal Dataset for Humour Styles and Emotions

Automatic Lyric Transcription for Greek Songs: Scaling and Task Composition Effects in Whisper Adaptation

The Illusion of Balanced Multimodal Sentiment Analysis: Beyond the Limits of Optimization-Based Methods

Mixture-of-Transformers: A Sparse and Scalable Architecture for Multi-Modal Foundation Models

Can LLMs Normalize Databases? A Benchmark and Multi-Agent Framework for Schema Normalization

Truncation Sampling as Language Model Desmoothing

A Fragility Spectrum for Recursive Language-Model Training

Overview of the NLPCC 2026 Shared Task 11: Agent-Based Experiment Reproduction from Scientific Papers

Assessing the Reusability of Public Speech Resources for Low-Resource Languages: A Central Kurdish Case Study

HittER: Hierarchical Transformers for Knowledge Graph Embeddings

OmniHallu: Unified Hallucination Detection for Cross-Modal Comprehension and Generation in Multimodal Large Language Models

Does Neural Machine Translation Benefit from Larger Context?

Automated Identification of Competing Narratives in Political Discourse on Social Media

FlexComp: One Model for Every Ratio in Context Compression

Have Faith in Faithfulness: Going Beyond Circuit Overlap When Finding Model Mechanisms

Rubric-Aligned Disentangled Evaluation of Human Simultaneous Interpreting

From Repetition to Recognition: Inductive Discovery of Disinformation Narratives

SentiBERT: A Transferable Transformer-Based Architecture for Compositional Sentiment Semantics

ProMediConv: Benchmarking Proactive Conversational Agents in Legal Dispute Mediation

Distribution-aware Language Neuron Identification in Multilingual Large Language Models

Rebalancing Token Importance in Language Models with TF-IDF Weighted Cross-Entropy Loss

Beyond Consensus: Perspectivist Modeling and Evaluation of Annotator Disagreement in NLP

Rethinking Verbalized Confidence for LLM-as-a-Judge: A Compatibility Shift on Post-2025 Proprietary Models

Using Semantic Uncertainty to Estimate Transition Relevance in Turn-taking

Weakly Supervised Cross-Lingual Named Entity Recognition via Effective Annotation and Representation Projection

When Noise Fabricates Bias: The Fragility of LLM-as-a-Judge Bias Measurement under Noisy Text

Cultural Alignment in Large Language Models: An Explanatory Analysis Based on Hofstede's Cultural Dimensions

Generative AI for Programming Education: Benchmarking ChatGPT, GPT-4, and Human Tutors

K/V-Cache Interventions Dissociate Representation Alignment from Persona Expression in Decoder-Only Language Models

Ground-Truth Labels Matter: A Deeper Look into Input-Label Demonstrations

Walking Down the Memory Maze: Beyond Context Limit through Interactive Reading

LLMCarbon: Modeling the end-to-end Carbon Footprint of Large Language Models

Robust Multimodal Sentiment Analysis with Incomplete Modalities via Semantic-aware Completeness based Reconstruction

MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization

Structurally Speaking: Motif-Oriented Graph Captioning through Bidirectional Graph-Text Translation

Auto-RecSys: Harnessing Autonomous Research Agents for Industry-Scale Recommender System

Can ChatGPT Replace Traditional KBQA Models? An In-depth Analysis of the Question Answering Performance of the GPT LLM Family

SearchAtlas: Analyzing Agentic Search Strategies via Evidential Query Graphs

Retrieving Multimodal Information for Augmented Generation: A Survey

EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis

NumGLUE: A Suite of Fundamental yet Challenging Mathematical Reasoning Tasks

SCOTT: Self-Consistent Chain-of-Thought Distillation

Revisiting Zeroth-Order Optimization for Memory-Efficient LLM Fine-Tuning: A Benchmark

Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models

CoDAR: Continuous Diffusion Language Models are More Powerful Than You Think

LLM-Anchored Paralinguistic Enrichment for Alzheimer's Disease Detection

Let's Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Does Linguistic Structure Enrichment Enhance Coherence Assessment? Not With Current Architectures

Detectable Only Where It Is Confounded: What Verified Duplication Counts Say About Membership Evidence in Language Models

MMedAgent: Learning to Use Medical Tools with Multi-modal Agent

Larger Context Window, Fewer Overcorrections: Optimizing Prompts and Batching for Minimal-Edit Grammatical Error Correction

Analyzing Traditional and Neural Approaches to Multilingual Readability Assessment

Generating Benchmarks for Factuality Evaluation of Language Models

Multilingual in Name Only? Cultural and Linguistic Weaknesses of LLMs in Urdu