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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61 to 120 of 17,291

GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking
Patrick H. Chen, Si Si, Yang Li +2
cs.CLcs.AIcs.LGarXiv:1806.06950v12018
Online Embedding Compression for Text Classification using Low Rank Matrix Factorization
Anish Acharya, Rahul Goel, Angeliki Metallinou +1
cs.LGcs.CLcs.NAarXiv:1811.00641v12018
The Interplay of Semantics and Morphology in Word Embeddings
Oded Avraham, Yoav Goldberg
cs.CLarXiv:1704.01938v12017
Morphological Word Embeddings
Ryan Cotterell, Hinrich Schütze
cs.CLarXiv:1907.02423v12019
Rank and run-time aware compression of NLP Applications
Urmish Thakker, Jesse Beu, Dibakar Gope +2
cs.CLcs.LGcs.PFarXiv:2010.03193v12020
LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning
Han Guo, Philip Greengard, Eric P. Xing +1
cs.CLcs.LGarXiv:2311.12023v42023
Morphological Priors for Probabilistic Neural Word Embeddings
Parminder Bhatia, Robert Guthrie, Jacob Eisenstein
cs.CLarXiv:1608.01056v22016
KroneckerBERT: Learning Kronecker Decomposition for Pre-trained Language Models via Knowledge Distillation
Marzieh S. Tahaei, Ella Charlaix, Vahid Partovi Nia +2
cs.CLcs.AIarXiv:2109.06243v12021
SOAR: Source-Aware Reinforcement Learning with Precise Credit Assignment for Search Agents
Shengze Huang, Zihao Tang, Jinluan Yang +11
cs.CLarXiv:2610.13157v12026
S-Space: Exploring Spatial Workspace in Multimodal Language Models
Zhiyuan Shi, Xiang Li, Xingzhuo Guo +8
cs.CVcs.CLcs.LGarXiv:2610.13527v12026
CoBe: A Benchmark For Conversational Counterfactual Text Editing
Arvind Raghavan, Inwoo Hwang, Shreyas Havaldar +6
cs.CLcs.AIcs.ETarXiv:2610.13057v12026
Reflective Linguistic Programming (RLP): A Stepping Stone in Socially-Aware AGI (SocialAGI)
Kevin A. Fischer
cs.AIcs.CLcs.HCarXiv:2305.12647v12023
AMLworld-Compact: Importance-Weighted Downsampling for Cost-Effective LLM Evaluation and Error Diagnosis
Natapong Nitarach, Phume Ngampornsukswadi, Pittawat Taveekitworachai +3
cs.CLarXiv:2610.13627v12026
Contextual Correction of Parallel Draftsfor Speculative Decoding
Roy Eisenstadt, Harel Lidar, Tal Gonen +5
cs.CLarXiv:2610.12570v12026
RSI-Anything: Unlocking Recursive Self-Improvement with World Models
Taoyong Cui, Pinxian Zeng, Wanghan Xu +8
cs.CLarXiv:2610.13912v12026
SharP: Soft and Hard Prompt-Guided Augmentation with LLM for Low Resource Fake News Detection
Ziyu Luo, Wei Li, Haoping Huang +2
cs.CLarXiv:2610.13207v12026
PreSTO: Predictive Subtree Prefetching for Fast LLM Power Sampling
Nan Jiang, Panagiotis Theodoropoulos, Wei Deng
cs.CLarXiv:2610.13171v12026
No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices
Qi Pang, Shengyuan Hu, Wenting Zheng +1
cs.CRcs.CLcs.LGarXiv:2402.16187v32024
MAD-OPD: Breaking the Ceiling in On-Policy Distillation via Multi-Agent Debate
Jianze Wang, Ying Liu, Jinlong Chen +7
cs.CLcs.AIcs.LGarXiv:2605.01347v12026
NExT-Chat: An LMM for Chat, Detection and Segmentation
Ao Zhang, Yuan Yao, Wei Ji +2
cs.CVcs.AIcs.CLarXiv:2311.04498v42023
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks
Xianzhi Li, Samuel Chan, Xiaodan Zhu +4
cs.CLcs.AIarXiv:2305.05862v22023
High-Quality Entity Segmentation and Grounding
Lu Qi, Yi-Wen Chen, Tao Zhang +4
cs.CVcs.CLarXiv:2402.02555v22024
PerceptionGPT: Effectively Fusing Visual Perception into LLM
Renjie Pi, Lewei Yao, Jiahui Gao +2
cs.CVcs.CLarXiv:2311.06612v12023
RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance
Chantal Pellegrini, Ege Özsoy, Benjamin Busam +2
cs.CVcs.CLarXiv:2311.18681v32023
LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing
Wei-Ge Chen, Irina Spiridonova, Jianwei Yang +2
cs.CVcs.AIcs.CLarXiv:2311.00571v12023
Kosmos-G: Generating Images in Context with Multimodal Large Language Models
Xichen Pan, Li Dong, Shaohan Huang +3
cs.CVcs.CLarXiv:2310.02992v32023
CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation
Zineng Tang, Ziyi Yang, Mahmoud Khademi +3
cs.CVcs.AIcs.CLarXiv:2311.18775v12023
GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory
Wei Fan, Haoran Li, Zheye Deng +2
cs.CLcs.CRarXiv:2406.11149v22024
Lost in Translation: Loss and Decay of Linguistic Richness in Machine Translation
Eva Vanmassenhove, Dimitar Shterionov, Andy Way
cs.CLcs.LGarXiv:1906.12068v12019
Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment
Moxin Li, Yuantao Zhang, Wenjie Wang +4
cs.LGcs.CLarXiv:2502.14354v32025
Immunization against harmful fine-tuning attacks
Domenic Rosati, Jan Wehner, Kai Williams +4
cs.CLarXiv:2402.16382v22024
CharBERT: Character-aware Pre-trained Language Model
Wentao Ma, Yiming Cui, Chenglei Si +3
cs.CLarXiv:2011.01513v12020
A Comparative Study on End-to-end Speech to Text Translation
Parnia Bahar, Tobias Bieschke, Hermann Ney
cs.CLcs.LGeess.ASarXiv:1911.08870v12019
Adaptive Feature Selection for End-to-End Speech Translation
Biao Zhang, Ivan Titov, Barry Haddow +1
cs.CLcs.LGcs.SDarXiv:2010.08518v22020
Estimating post-editing effort: a study on human judgements, task-based and reference-based metrics of MT quality
Carolina Scarton, Mikel L. Forcada, Miquel Esplà-Gomis +1
cs.CLarXiv:1910.06204v12019
Exploring Phoneme-Level Speech Representations for End-to-End Speech Translation
Elizabeth Salesky, Matthias Sperber, Alan W Black
cs.CLcs.SDeess.ASarXiv:1906.01199v12019
Improving Generalization of Transformer for Speech Recognition with Parallel Schedule Sampling and Relative Positional Embedding
Pan Zhou, Ruchao Fan, Wei Chen +1
cs.CLeess.ASarXiv:1911.00203v22019
Simple and Effective Unsupervised Speech Synthesis
Alexander H. Liu, Cheng-I Jeff Lai, Wei-Ning Hsu +3
cs.SDcs.CLeess.ASarXiv:2204.02524v32022
Improving Speech-to-Speech Translation Through Unlabeled Text
Xuan-Phi Nguyen, Sravya Popuri, Changhan Wang +3
cs.CLcs.SDeess.ASarXiv:2210.14514v12022
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
DiTTo-TTS: Diffusion Transformers for Scalable Text-to-Speech without Domain-Specific Factors
Keon Lee, Dong Won Kim, Jaehyeon Kim +2
eess.AScs.AIcs.CLarXiv:2406.11427v22024
TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization
Chia-Yu Hung, Navonil Majumder, Zhifeng Kong +6
cs.SDcs.AIcs.CLarXiv:2412.21037v22024
Shrinking Bigfoot: Reducing wav2vec 2.0 footprint
Zilun Peng, Akshay Budhkar, Ilana Tuil +4
cs.CLarXiv:2103.15760v22021
DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization
Zheng Li, Zijian Wang, Ming Tan +5
cs.CLarXiv:2203.11239v12022
DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization
Shaoshi Ling, Yuzong Liu
eess.AScs.CLcs.LGarXiv:2012.06659v12020
Communicating Activations Between Language Model Agents
Vignav Ramesh, Kenneth Li
cs.CLcs.AIcs.LGarXiv:2501.14082v22025
In-context Language Learning for Endangered Languages in Speech Recognition
Zhaolin Li, Jan Niehues
cs.CLcs.AIarXiv:2505.20445v52025
WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia
Yufang Hou, Alessandra Pascale, Javier Carnerero-Cano +5
cs.CLcs.AIcs.LGarXiv:2406.13805v12024
PRefLexOR: Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning and Agentic Thinking
Markus J. Buehler
cs.AIcond-mat.dis-nncond-mat.mes-hallarXiv:2410.12375v12024
Extractable Memorization From First Principles
A. Feder Cooper, Marika Swanberg, Jamie Hayes +6
cs.LGcs.CLarXiv:2607.12649v22026
Measuring Moral Inconsistencies in Large Language Models
Vamshi Krishna Bonagiri, Sreeram Vennam, Manas Gaur +1
cs.CLcs.LGarXiv:2402.01719v32024
Surfing the Activation Wave: Analyzing the Information and Geometry of LLM Hidden States for Speculative Decoding
Raghavv Goel, Sudhanshu Agrawal, Mukul Gagrani +2
cs.CLcs.AIarXiv:2610.12939v12026
Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress?
Richard Ren, Steven Basart, Adam Khoja +9
cs.LGcs.AIcs.CLarXiv:2407.21792v32024
Serialized Multi-Layer Multi-Head Attention for Neural Speaker Embedding
Hongning Zhu, Kong Aik Lee, Haizhou Li
cs.SDcs.CLeess.ASarXiv:2107.06493v12021
MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation
Junkun Chen, Mingbo Ma, Renjie Zheng +1
cs.CLarXiv:2010.11445v22020
AdaSpeech 4: Adaptive Text to Speech in Zero-Shot Scenarios
Yihan Wu, Xu Tan, Bohan Li +5
eess.AScs.AIcs.CLarXiv:2204.00436v12022
A Pyramid Recurrent Network for Predicting Crowdsourced Speech-Quality Ratings of Real-World Signals
Xuan Dong, Donald S. Williamson
eess.AScs.CLcs.LGarXiv:2007.15797v12020
Learning Shared Semantic Space for Speech-to-Text Translation
Chi Han, Mingxuan Wang, Heng Ji +1
cs.CLarXiv:2105.03095v32021
End-to-end Speech Translation via Cross-modal Progressive Training
Rong Ye, Mingxuan Wang, Lei Li
cs.CLarXiv:2104.10380v22021
CoVoST 2 and Massively Multilingual Speech-to-Text Translation
Changhan Wang, Anne Wu, Juan Pino
cs.CLcs.SDeess.ASarXiv:2007.10310v32020

Computation and Language

GroupReduce: Block-Wise Low-Rank Approximation for Neural Language Model Shrinking

Online Embedding Compression for Text Classification using Low Rank Matrix Factorization

The Interplay of Semantics and Morphology in Word Embeddings

Morphological Word Embeddings

Rank and run-time aware compression of NLP Applications

LQ-LoRA: Low-rank Plus Quantized Matrix Decomposition for Efficient Language Model Finetuning

Morphological Priors for Probabilistic Neural Word Embeddings

KroneckerBERT: Learning Kronecker Decomposition for Pre-trained Language Models via Knowledge Distillation

SOAR: Source-Aware Reinforcement Learning with Precise Credit Assignment for Search Agents

S-Space: Exploring Spatial Workspace in Multimodal Language Models

CoBe: A Benchmark For Conversational Counterfactual Text Editing

Reflective Linguistic Programming (RLP): A Stepping Stone in Socially-Aware AGI (SocialAGI)

AMLworld-Compact: Importance-Weighted Downsampling for Cost-Effective LLM Evaluation and Error Diagnosis

Contextual Correction of Parallel Draftsfor Speculative Decoding

RSI-Anything: Unlocking Recursive Self-Improvement with World Models

SharP: Soft and Hard Prompt-Guided Augmentation with LLM for Low Resource Fake News Detection

PreSTO: Predictive Subtree Prefetching for Fast LLM Power Sampling

No Free Lunch in LLM Watermarking: Trade-offs in Watermarking Design Choices

MAD-OPD: Breaking the Ceiling in On-Policy Distillation via Multi-Agent Debate

NExT-Chat: An LMM for Chat, Detection and Segmentation

Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks

High-Quality Entity Segmentation and Grounding

PerceptionGPT: Effectively Fusing Visual Perception into LLM

RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance

LLaVA-Interactive: An All-in-One Demo for Image Chat, Segmentation, Generation and Editing

Kosmos-G: Generating Images in Context with Multimodal Large Language Models

CoDi-2: In-Context, Interleaved, and Interactive Any-to-Any Generation

GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory

Lost in Translation: Loss and Decay of Linguistic Richness in Machine Translation

Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment

Immunization against harmful fine-tuning attacks

CharBERT: Character-aware Pre-trained Language Model

A Comparative Study on End-to-end Speech to Text Translation

Adaptive Feature Selection for End-to-End Speech Translation

Estimating post-editing effort: a study on human judgements, task-based and reference-based metrics of MT quality

Exploring Phoneme-Level Speech Representations for End-to-End Speech Translation

Improving Generalization of Transformer for Speech Recognition with Parallel Schedule Sampling and Relative Positional Embedding

Simple and Effective Unsupervised Speech Synthesis

Improving Speech-to-Speech Translation Through Unlabeled Text

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

DiTTo-TTS: Diffusion Transformers for Scalable Text-to-Speech without Domain-Specific Factors

TangoFlux: Super Fast and Faithful Text to Audio Generation with Flow Matching and Clap-Ranked Preference Optimization

Shrinking Bigfoot: Reducing wav2vec 2.0 footprint

DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization

DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization

Communicating Activations Between Language Model Agents

In-context Language Learning for Endangered Languages in Speech Recognition

WikiContradict: A Benchmark for Evaluating LLMs on Real-World Knowledge Conflicts from Wikipedia

PRefLexOR: Preference-based Recursive Language Modeling for Exploratory Optimization of Reasoning and Agentic Thinking

Extractable Memorization From First Principles

Measuring Moral Inconsistencies in Large Language Models

Surfing the Activation Wave: Analyzing the Information and Geometry of LLM Hidden States for Speculative Decoding

Safetywashing: Do AI Safety Benchmarks Actually Measure Safety Progress?

Serialized Multi-Layer Multi-Head Attention for Neural Speaker Embedding

MAM: Masked Acoustic Modeling for End-to-End Speech-to-Text Translation

AdaSpeech 4: Adaptive Text to Speech in Zero-Shot Scenarios

A Pyramid Recurrent Network for Predicting Crowdsourced Speech-Quality Ratings of Real-World Signals

Learning Shared Semantic Space for Speech-to-Text Translation

End-to-end Speech Translation via Cross-modal Progressive Training

CoVoST 2 and Massively Multilingual Speech-to-Text Translation