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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121 to 180 of 17,291

Google Crowdsourced Speech Corpora and Related Open-Source Resources for Low-Resource Languages and Dialects: An Overview
Alena Butryna, Shan-Hui Cathy Chu, Isin Demirsahin +18
cs.CLarXiv:2010.06778v12020
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders
Chen Xu, Bojie Hu, Yanyang Li +5
cs.CLcs.SDeess.ASarXiv:2105.05752v22021
Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding
Yingting Li, Ambuj Mehrish, Shuai Zhao +5
cs.CLcs.SDeess.ASarXiv:2303.03267v12023
The Role of Phonetic Units in Speech Emotion Recognition
Jiahong Yuan, Xingyu Cai, Renjie Zheng +2
cs.CLarXiv:2108.01132v12021
Improved Language Identification Through Cross-Lingual Self-Supervised Learning
Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang +6
cs.CLcs.SDeess.ASarXiv:2107.04082v42021
PromptTTS++: Controlling Speaker Identity in Prompt-Based Text-to-Speech Using Natural Language Descriptions
Reo Shimizu, Ryuichi Yamamoto, Masaya Kawamura +4
eess.AScs.CLcs.LGarXiv:2309.08140v22023
Efficient Streaming LLM for Speech Recognition
Junteng Jia, Gil Keren, Wei Zhou +6
cs.SDcs.AIcs.CLarXiv:2410.03752v12024
AzeroS: Extending LLM to Speech with Self-Generated Instruction-Free Tuning
Yiwen Shao, Wei Liu, Jiahong Li +4
cs.CLcs.SDeess.ASarXiv:2601.06086v12025
Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems
Chengwei Wei, Bin Wang, Jung-jae Kim +1
cs.CLarXiv:2505.15000v12025
Audio MultiChallenge: A Multi-Turn Evaluation of Spoken Dialogue Systems on Natural Human Interaction
Advait Gosai, Tyler Vuong, Utkarsh Tyagi +8
cs.SDcs.CLcs.LGarXiv:2512.14865v12025
Articulatory Features for ASR of Pathological Speech
Emre Yılmaz, Vikramjit Mitra, Chris Bartels +1
cs.CLarXiv:1807.10948v12018
Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning
Shuai Zhao, Meihuizi Jia, Luu Anh Tuan +2
cs.CLcs.AIcs.CRarXiv:2401.05949v62024
MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks
Weicheng Kuo, AJ Piergiovanni, Dahun Kim +9
cs.CVcs.CLcs.LGarXiv:2303.16839v32023
Understanding Before Reasoning: Enhancing Chain-of-Thought with Iterative Summarization Pre-Prompting
Dong-Hai Zhu, Yu-Jie Xiong, Jia-Chen Zhang +2
cs.CLarXiv:2501.04341v22025
ToxicTone: A Mandarin Audio Dataset Annotated for Toxicity and Toxic Utterance Tonality
Yu-Xiang Luo, Yi-Cheng Lin, Ming-To Chuang +9
eess.AScs.CLcs.SDarXiv:2505.15773v12025
Unlocking Fine-Grained and Within-Utterance Speaking Style Control in Prompt-Based Text-to-Speech Models
Jaehoon Kang, Yejin Lee, Yoonji Park +1
cs.CLcs.AIarXiv:2605.27376v12026
Spatio-Temporal Audio Language Modeling for Dynamic Sound Sources
Oh Hyun-Bin, Kazuki Shimada, Yuhta Takida +6
cs.SDcs.AIcs.CLarXiv:2606.14141v12026
In-Context Learning Boosts Speech Recognition via Human-like Adaptation to Speakers and Language Varieties
Nathan Roll, Calbert Graham, Yuka Tatsumi +3
cs.CLcs.SDeess.ASarXiv:2505.14887v12025
Language Model Can Listen While Speaking
Ziyang Ma, Yakun Song, Chenpeng Du +5
cs.CLcs.AIcs.HCarXiv:2408.02622v12024
Let Models Speak Ciphers: Multiagent Debate through Embeddings
Chau Pham, Boyi Liu, Yingxiang Yang +6
cs.CLcs.AIcs.LGarXiv:2310.06272v22023
Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing
Yuxuan Wang, Wanxiang Che, Jiang Guo +2
cs.CLarXiv:1909.06775v12019
Augmenting Multi-Agent Communication with State Delta Trajectory
Yichen Tang, Weihang Su, Yujia Zhou +4
cs.CLarXiv:2506.19209v22025
WorldPM: Scaling Human Preference Modeling
Binghai Wang, Runji Lin, Keming Lu +17
cs.CLarXiv:2505.10527v22025
LangBridge: Multilingual Reasoning Without Multilingual Supervision
Dongkeun Yoon, Joel Jang, Sungdong Kim +3
cs.CLarXiv:2401.10695v22024
Vector-ICL: In-context Learning with Continuous Vector Representations
Yufan Zhuang, Chandan Singh, Liyuan Liu +2
cs.CLcs.AIarXiv:2410.05629v22024
LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning
Zifan Xu, Haozhu Wang, Dmitriy Bespalov +3
cs.CLcs.AIarXiv:2312.04684v42023
Latent Thought Models with Variational Bayes Inference-Time Computation
Deqian Kong, Minglu Zhao, Dehong Xu +8
cs.CLcs.LGstat.MLarXiv:2502.01567v22025
Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries
Eden Biran, Daniela Gottesman, Sohee Yang +2
cs.CLarXiv:2406.12775v22024
Extracting memorized pieces of (copyrighted) books from open-weight language models
A. Feder Cooper, Mark A. Lemley, Allison Casasola +6
cs.CLcs.CYcs.LGarXiv:2505.12546v62025
Spoken DialogSum: An Emotion-Rich Conversational Dataset for Spoken Dialogue Summarization
Yen-Ju Lu, Kunxiao Gao, Mingrui Liang +5
cs.CLcs.AIcs.LGarXiv:2512.14687v22025
Do These LLM Benchmarks Agree? Fixing Benchmark Evaluation with BenchBench
Yotam Perlitz, Ariel Gera, Ofir Arviv +5
cs.CLarXiv:2407.13696v22024
Multilingual and Multi-Accent Jailbreaking of Audio LLMs
Jaechul Roh, Virat Shejwalkar, Amir Houmansadr
cs.SDcs.AIcs.CLarXiv:2504.01094v12025
Multi-Faceted Interactivity Alignment in Full-Duplex Speech Models
Atsumoto Ohashi, Neil Zeghidour, Alexandre Défossez +1
cs.CLeess.ASarXiv:2606.11167v22026
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models
Peng Xia, Kangyu Zhu, Haoran Li +5
cs.LGcs.AIcs.CLarXiv:2407.05131v22024
Adaptive Utilization of Low-Rank Adaptation via Conditioned Gating
Guang Yang, Changhao Guan, Chao Huang +2
cs.CLarXiv:2610.05800v12026
BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data
Mateusz Łajszczak, Guillermo Cámbara, Yang Li +16
cs.LGcs.CLeess.ASarXiv:2402.08093v22024
Recurrent Harness for Agentic Continual Learning
Yuxin Xiao, Zhiyun Lu, Jianyu Wang +4
cs.LGcs.AIcs.CLarXiv:2610.12668v12026
SWE-Duel: Towards a Self-Scaling Arena for Coding Agents
Wei Minn, Zhensu Sun, Lwin Khin Shar +1
cs.CLcs.SEarXiv:2610.12569v12026
Byte Language Models: Scaling, Emergent Abstractions, and Information Allocation
Jie Wang, Shiwei Luo, Qi Zhang +1
cs.CLarXiv:2610.05978v12026
Improving Diversity in LLM Short Story Generation
Zahra Solati Dehkordi, Vasileios Lampos
cs.CLarXiv:2610.06729v22026
Text Data Augmentation Made Simple By Leveraging NLP Cloud APIs
Claude Coulombe
cs.CLcs.LGarXiv:1812.04718v12018
LLMersion: A Local-First AI Agent Framework for Low-Cost Home Language Learning toward Educational Equity
Qiming Guo, Jinwen Tang, Xingran Huang +3
cs.CLcs.CYcs.HCarXiv:2609.29672v22026
A doctrine-grounded visual question answering dataset for Tactical Combat Casualty Care
Junseob Kim, Jade Chng, Ayman Ali +5
cs.CVcs.AIcs.CLarXiv:2610.07339v12026
Answer-based Adversarial Training for Generating Clarification Questions
Sudha Rao, Hal Daumé III
cs.CLarXiv:1904.02281v12019
Towards Evolving Context Parameterization for Large Language Models
Xiaobing Shi, Zherui Li, Yiming Jiang +2
cs.CLcs.AIarXiv:2609.14168v12026
RAFFLES: Reasoning-based Attribution of Faults for LLM Systems
Chenyang Zhu, Spencer Hong, Jingyu Wu +6
cs.AIcs.CLarXiv:2509.06822v32025
Grammar Concept Annotation at Scale: Deployed Fine-Tuned Small Language Models Outperform Prompted Frontier Models
Marjan Celikik, Ana Peleteiro Ramallo, Javier Morales
cs.CLcs.AIarXiv:2610.10827v12026
Recurrent Self-Improvement: Dynamic Cross-Loop On-Policy Distillation for Looped Language Models
Yi Wang, Rui Qian, Yu Li +2
cs.LGcs.CLarXiv:2610.10623v12026
GraMRAG: Orchestrating Multi-Agent Multi-Step Reasoning via Graph Memory with Reinforcement Learning
Zhongyu Wang
cs.CLcs.AIcs.CVarXiv:2609.14066v12026
Mizan: A National Benchmark for Evaluating Large Language Models on Iraqi Arabic and the Iraqi Civic Context
Nawar S. Alseelawi, Mustafa S. Aljumaily
cs.CLcs.AIarXiv:2609.13980v12026
CRITICS - Critical Science Without Borders: Language Models to Promote Critical Thinking in Science Education
Rodrigo Agerri, Itziar Aldabe, Elena Cabrio +10
cs.CLcs.AIarXiv:2609.13942v12026
How to Alleviate Catastrophic Forgetting in LLMs Finetuning? Hierarchical Layer-Wise and Element-Wise Regularization
Shezheng Song, Hao Xu, Jun Ma +5
cs.CLcs.AIarXiv:2501.13669v22025
Bangla Sentence Function Classification: Corpus Development, Model Benchmarking, and Interpretability
Swapnil Kundu Argha, Abdullah Al Shafi, Rowzatul Zannat +4
cs.CLcs.AIcs.LGarXiv:2609.13869v12026
Phorecaster365: A Human-Supervised Reference Architecture for Hybrid Pharmaceutical Sales Forecasting and Planning Decision Support
Houman Kazemzadeh, Kamyar Naderi
cs.CLcs.AIarXiv:2609.13907v12026
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation
Yong Cheng, Lu Jiang, Wolfgang Macherey +1
cs.CLarXiv:2006.11834v32020
MOPRD: A multidisciplinary open peer review dataset
Jialiang Lin, Jiaxin Song, Zhangping Zhou +2
cs.DLcs.AIcs.CLarXiv:2212.04972v22022
Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling
Gakuto Kurata, Bing Xiang, Bowen Zhou +1
cs.CLarXiv:1601.01530v42016
EmbodiedCLBench: Evaluating Continual Learning for Self-Evolving Embodied Agents
Jie Huang, Yanan Chen, Ruixun Liu +6
cs.AIcs.CLcs.CVarXiv:2610.13021v12026
Understanding the Limits of Agentic ICD Coding
Chong Yock Eng, Yushi Cao, Yiming Chen +2
cs.CLcs.AIcs.LGarXiv:2609.13806v12026
ProgramGym: Scaling Training Environments for Long-Horizon Program Reproduction Agents
Chengyi Yang, Renxu Bao, Jue Hou +10
cs.SEcs.AIcs.CLarXiv:2610.13395v12026

Computation and Language

Google Crowdsourced Speech Corpora and Related Open-Source Resources for Low-Resource Languages and Dialects: An Overview

Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders

Evaluating Parameter-Efficient Transfer Learning Approaches on SURE Benchmark for Speech Understanding

The Role of Phonetic Units in Speech Emotion Recognition

Improved Language Identification Through Cross-Lingual Self-Supervised Learning

PromptTTS++: Controlling Speaker Identity in Prompt-Based Text-to-Speech Using Natural Language Descriptions

Efficient Streaming LLM for Speech Recognition

AzeroS: Extending LLM to Speech with Self-Generated Instruction-Free Tuning

Towards Spoken Mathematical Reasoning: Benchmarking Speech-based Models over Multi-faceted Math Problems

Audio MultiChallenge: A Multi-Turn Evaluation of Spoken Dialogue Systems on Natural Human Interaction

Articulatory Features for ASR of Pathological Speech

Universal Vulnerabilities in Large Language Models: Backdoor Attacks for In-context Learning

MaMMUT: A Simple Architecture for Joint Learning for MultiModal Tasks

Understanding Before Reasoning: Enhancing Chain-of-Thought with Iterative Summarization Pre-Prompting

ToxicTone: A Mandarin Audio Dataset Annotated for Toxicity and Toxic Utterance Tonality

Unlocking Fine-Grained and Within-Utterance Speaking Style Control in Prompt-Based Text-to-Speech Models

Spatio-Temporal Audio Language Modeling for Dynamic Sound Sources

In-Context Learning Boosts Speech Recognition via Human-like Adaptation to Speakers and Language Varieties

Language Model Can Listen While Speaking

Let Models Speak Ciphers: Multiagent Debate through Embeddings

Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing

Augmenting Multi-Agent Communication with State Delta Trajectory

WorldPM: Scaling Human Preference Modeling

LangBridge: Multilingual Reasoning Without Multilingual Supervision

Vector-ICL: In-context Learning with Continuous Vector Representations

LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning

Latent Thought Models with Variational Bayes Inference-Time Computation

Hopping Too Late: Exploring the Limitations of Large Language Models on Multi-Hop Queries

Extracting memorized pieces of (copyrighted) books from open-weight language models

Spoken DialogSum: An Emotion-Rich Conversational Dataset for Spoken Dialogue Summarization

Do These LLM Benchmarks Agree? Fixing Benchmark Evaluation with BenchBench

Multilingual and Multi-Accent Jailbreaking of Audio LLMs

Multi-Faceted Interactivity Alignment in Full-Duplex Speech Models

RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models

Adaptive Utilization of Low-Rank Adaptation via Conditioned Gating

BASE TTS: Lessons from building a billion-parameter Text-to-Speech model on 100K hours of data

Recurrent Harness for Agentic Continual Learning

SWE-Duel: Towards a Self-Scaling Arena for Coding Agents

Byte Language Models: Scaling, Emergent Abstractions, and Information Allocation

Improving Diversity in LLM Short Story Generation

Text Data Augmentation Made Simple By Leveraging NLP Cloud APIs

LLMersion: A Local-First AI Agent Framework for Low-Cost Home Language Learning toward Educational Equity

A doctrine-grounded visual question answering dataset for Tactical Combat Casualty Care

Answer-based Adversarial Training for Generating Clarification Questions

Towards Evolving Context Parameterization for Large Language Models

RAFFLES: Reasoning-based Attribution of Faults for LLM Systems

Grammar Concept Annotation at Scale: Deployed Fine-Tuned Small Language Models Outperform Prompted Frontier Models

Recurrent Self-Improvement: Dynamic Cross-Loop On-Policy Distillation for Looped Language Models

GraMRAG: Orchestrating Multi-Agent Multi-Step Reasoning via Graph Memory with Reinforcement Learning

Mizan: A National Benchmark for Evaluating Large Language Models on Iraqi Arabic and the Iraqi Civic Context

CRITICS - Critical Science Without Borders: Language Models to Promote Critical Thinking in Science Education

How to Alleviate Catastrophic Forgetting in LLMs Finetuning? Hierarchical Layer-Wise and Element-Wise Regularization

Bangla Sentence Function Classification: Corpus Development, Model Benchmarking, and Interpretability

Phorecaster365: A Human-Supervised Reference Architecture for Hybrid Pharmaceutical Sales Forecasting and Planning Decision Support

AdvAug: Robust Adversarial Augmentation for Neural Machine Translation

MOPRD: A multidisciplinary open peer review dataset

Leveraging Sentence-level Information with Encoder LSTM for Semantic Slot Filling

EmbodiedCLBench: Evaluating Continual Learning for Self-Evolving Embodied Agents

Understanding the Limits of Agentic ICD Coding

ProgramGym: Scaling Training Environments for Long-Horizon Program Reproduction Agents