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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11,821 to 11,880 of 19,430

Benchmarking Natural Language Understanding Services for building Conversational Agents
Xingkun Liu, Arash Eshghi, Pawel Swietojanski +1
cs.CLcs.LGarXiv:1903.05566v32019
Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization
Bharath Chintagunta, Namit Katariya, Xavier Amatriain +1
cs.CLcs.AIcs.LGarXiv:2110.07356v12021
Task-Oriented Rank Adaptation for Continual Learning in Text Classification
Rey Sanchez Lopez, Eduardo Morales Manzanares, Hugo Jair Escalante
cs.CLarXiv:2610.01702v12026
GAPrune: Gradient-Alignment Pruning for Domain-Aware Embeddings
Yixuan Tang, Yi Yang
cs.CLarXiv:2509.10844v12025
Mixture of LoRA Experts
Xun Wu, Shaohan Huang, Furu Wei
cs.CLcs.LGcs.MMarXiv:2404.13628v12024
A Hybrid Neural Network Model for Commonsense Reasoning
Pengcheng He, Xiaodong Liu, Weizhu Chen +1
cs.CLarXiv:1907.11983v12019
MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale
Bin Wang, Tianyao He, Linke Ouyang +40
cs.CVcs.CLarXiv:2604.04771v22026
Discourse-Aware Neural Extractive Text Summarization
Jiacheng Xu, Zhe Gan, Yu Cheng +1
cs.CLarXiv:1910.14142v22019
ReasonGen-R1: CoT for Autoregressive Image generation models through SFT and RL
Yu Zhang, Yunqi Li, Yifan Yang +7
cs.CVcs.CLarXiv:2505.24875v22025
CordisBench: Can Language Models Reason About Component Lifecycles in Dynamic Agent Harnesses?
Damien Sileo, Dimitri Kachler
cs.CLcs.AIarXiv:2609.01600v12026
ATTNPO: Attention-Guided Process Supervision for Efficient Reasoning
Shuaiyi Nie, Siyu Ding, Wenyuan Zhang +7
cs.CLarXiv:2602.09953v22026
Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning
Wanyun Xie, Francesco Tonin, Volkan Cevher
cs.LGcs.CLarXiv:2505.24844v12025
InnoGym: Benchmarking the Innovation Potential of AI Agents
Jintian Zhang, Kewei Xu, Jingsheng Zheng +10
cs.CLcs.AIcs.CVarXiv:2512.01822v22025
A Multiscale Visualization of Attention in the Transformer Model
Jesse Vig
cs.HCcs.CLcs.LGarXiv:1906.05714v12019
NCLS: Neural Cross-Lingual Summarization
Junnan Zhu, Qian Wang, Yining Wang +4
cs.CLarXiv:1909.00156v12019
T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT
Dongzhi Jiang, Ziyu Guo, Renrui Zhang +6
cs.CVcs.AIcs.CLarXiv:2505.00703v22025
Unsupervised Question Answering by Cloze Translation
Patrick Lewis, Ludovic Denoyer, Sebastian Riedel
cs.CLcs.AIcs.LGarXiv:1906.04980v22019
Automatic Dialect Detection in Arabic Broadcast Speech
Ahmed Ali, Najim Dehak, Patrick Cardinal +5
cs.CLarXiv:1509.06928v22015
Understanding and Improving Information Transfer in Multi-Task Learning
Sen Wu, Hongyang R. Zhang, Christopher Ré
cs.LGcs.CLarXiv:2005.00944v12020
BanditSum: Extractive Summarization as a Contextual Bandit
Yue Dong, Yikang Shen, Eric Crawford +2
cs.CLarXiv:1809.09672v32018
SemTrace: Source-Grounded Semantic Signatures for Tracing LLM Exposure to Protected Documents
Junyan Zhang, Yudong Zeng, Yongwei Huang +3
cs.CLarXiv:2608.29575v12026
The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions
Eric Wallace, Kai Xiao, Reimar Leike +3
cs.CRcs.CLcs.LGarXiv:2404.13208v12024
Latent Action Pretraining from Videos
Seonghyeon Ye, Joel Jang, Byeongguk Jeon +13
cs.ROcs.CLcs.CVarXiv:2410.11758v22024
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning
Hugo Berg, Siobhan Mackenzie Hall, Yash Bhalgat +4
cs.LGcs.CLcs.CVarXiv:2203.11933v42022
Proactive Human-Machine Conversation with Explicit Conversation Goals
Wenquan Wu, Zhen Guo, Xiangyang Zhou +4
cs.CLarXiv:1906.05572v22019
Who Put the I in AI? Provenance and the Admissibility of Machine Self-Report
Kristina Šekrst
cs.CLcs.AIarXiv:2609.29494v12026
FineScope : SAE-guided Data Selection Enables Domain Specific LLM Pruning and Finetuning
Chaitali Bhattacharyya, Hyunsei Lee, Junyoung Lee +3
cs.CLcs.AIarXiv:2505.00624v32025
Tweet2Vec: Learning Tweet Embeddings Using Character-level CNN-LSTM Encoder-Decoder
Soroush Vosoughi, Prashanth Vijayaraghavan, Deb Roy
cs.CLcs.AIcs.NEarXiv:1607.07514v12016
Preserving General Capabilities during Domain Specialization with Uncertainty-Calibrated MOPD
Ziyuan Liu, Jiao Ou, Jian Liang +2
cs.CLarXiv:2608.26735v12026
DramaAgent: Agentic Storytelling Video Generation
Ting Huang, Biao Wu, Ronghao Chen +5
cs.CVcs.CLarXiv:2610.00097v12026
Adversarial Removal of Demographic Attributes from Text Data
Yanai Elazar, Yoav Goldberg
cs.CLcs.LGstat.MLarXiv:1808.06640v22018
Monotonic Multihead Attention
Xutai Ma, Juan Pino, James Cross +2
cs.CLarXiv:1909.12406v12019
Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion
Anum Afzal, Florian Matthes, Gal Chechik +1
cs.CLarXiv:2505.24362v22025
LaCo: Large Language Model Pruning via Layer Collapse
Yifei Yang, Zouying Cao, Hai Zhao
cs.CLcs.AIarXiv:2402.11187v22024
Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models
Chuofan Ma, Yi Jiang, Jiannan Wu +2
cs.CVcs.AIcs.CLarXiv:2404.13013v12024
Apodex 1.1: Scaling Agentic Intelligence for Complex Work
Apodex Team, B. An, B. Li +68
cs.AIcs.CLcs.LGarXiv:2608.23283v12026
Is GPT-3 a Good Data Annotator?
Bosheng Ding, Chengwei Qin, Linlin Liu +4
cs.CLarXiv:2212.10450v22022
Domain-Specific Jargon in Large Language Models: A Comparative Analysis between General-Purpose and Specialist Models
Darin Keng, Zhewei Sun
cs.CLcs.AIcs.LGarXiv:2609.13556v12026
Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation
Xin Wang, Qiuyuan Huang, Asli Celikyilmaz +5
cs.CVcs.AIcs.CLarXiv:1811.10092v22018
Where does output diversity collapse in post-training?
Constantinos Karouzos, Xingwei Tan, Nikolaos Aletras
cs.CLcs.AIcs.LGarXiv:2604.16027v12026
Miles v0.1: Production-Level Post-Training
RadixArk, :, Tom Chen +11
cs.LGcs.CLarXiv:2609.08368v12026
AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension
Qian Yang, Jin Xu, Wenrui Liu +8
eess.AScs.CLcs.LGarXiv:2402.07729v22024
VocalAffectBench: Evaluating Vocal Emotion Recognition in AI Audio Models
Models Luc Debaupte, Tyler Baumgartner, Brandon Tai +3
cs.CLcs.SDarXiv:2608.28932v12026
Arbitrary Polygon Oscillator: Generalizing Polygonal Synthesis to Arbitrary Shapes, Morphing, and Three-Dimensional Polyhedra
Antonio Argentieri, Francesco Scagliola
cs.CLarXiv:2608.24726v12026
Think While Watching: Online Streaming Segment-Level Memory for Multi-Turn Video Reasoning in Multimodal Large Language Models
Lu Wang, Zhuoran Jin, Yupu Hao +4
cs.CVcs.AIcs.CLarXiv:2603.11896v12026
JetSpec: Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting
Lanxiang Hu, Zhaoxiang Feng, Yulun Wu +9
cs.CLarXiv:2606.18394v32026
Generative Frontiers: Why Evaluation Matters for Diffusion Language Models
Patrick Pynadath, Jiaxin Shi, Ruqi Zhang
cs.LGcs.CLarXiv:2604.02718v12026
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
Zhuoshi Pan, Qianhui Wu, Huiqiang Jiang +10
cs.CLcs.LGarXiv:2403.12968v22024
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning
Dipendra Misra, John Langford, Yoav Artzi
cs.CLarXiv:1704.08795v22017
Covo-Audio Technical Report
Wenfu Wang, Chenxing Li, Liqiang Zhang +23
cs.SDcs.CLeess.ASarXiv:2602.09823v22026
Reviewer2: Optimizing Review Generation Through Prompt Generation
Zhaolin Gao, Kianté Brantley, Thorsten Joachims
cs.CLarXiv:2402.10886v22024
HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs
Junying Chen, Xidong Wang, Ke Ji +11
cs.CLcs.AIcs.LGarXiv:2311.09774v22023
Sycophancy Suppression Can Impair Rational Updating: Anti-Sycophancy Should Preserve the Ability to Update
Huanhuan Ma, Henry Peng Zou, Chengze Li +3
cs.CLarXiv:2608.26511v12026
Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation
Xiao Liu, Zhunchen Luo, Heyan Huang
cs.CLarXiv:1809.09078v22018
The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures
Sushant Singh, Ausif Mahmood
cs.CLcs.LGarXiv:2104.10640v32021
Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning
Shaokun Zhang, Yi Dong, Jieyu Zhang +6
cs.CLcs.AIarXiv:2505.00024v22025
Universal Sentence Encoder
Daniel Cer, Yinfei Yang, Sheng-yi Kong +10
cs.CLarXiv:1803.11175v22018
TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training
Yuhang Zhou, Kai Zheng, Haoling Li +3
cs.AIcs.CLarXiv:2607.05804v12026
Fast-weight Product Key Memory
Tianyu Zhao, Llion Jones
cs.CLcs.AIarXiv:2601.00671v22026
CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations
Myra Cheng, Tiziano Piccardi, Diyi Yang
cs.CLcs.AIcs.CYarXiv:2310.11501v12023

Computation and Language

Benchmarking Natural Language Understanding Services for building Conversational Agents

Medically Aware GPT-3 as a Data Generator for Medical Dialogue Summarization

Task-Oriented Rank Adaptation for Continual Learning in Text Classification

GAPrune: Gradient-Alignment Pruning for Domain-Aware Embeddings

Mixture of LoRA Experts

A Hybrid Neural Network Model for Commonsense Reasoning

MinerU2.5-Pro: Pushing the Limits of Data-Centric Document Parsing at Scale

Discourse-Aware Neural Extractive Text Summarization

ReasonGen-R1: CoT for Autoregressive Image generation models through SFT and RL

CordisBench: Can Language Models Reason About Component Lifecycles in Dynamic Agent Harnesses?

ATTNPO: Attention-Guided Process Supervision for Efficient Reasoning

Chameleon: A Flexible Data-mixing Framework for Language Model Pretraining and Finetuning

InnoGym: Benchmarking the Innovation Potential of AI Agents

A Multiscale Visualization of Attention in the Transformer Model

NCLS: Neural Cross-Lingual Summarization

T2I-R1: Reinforcing Image Generation with Collaborative Semantic-level and Token-level CoT

Unsupervised Question Answering by Cloze Translation

Automatic Dialect Detection in Arabic Broadcast Speech

Understanding and Improving Information Transfer in Multi-Task Learning

BanditSum: Extractive Summarization as a Contextual Bandit

SemTrace: Source-Grounded Semantic Signatures for Tracing LLM Exposure to Protected Documents

The Instruction Hierarchy: Training LLMs to Prioritize Privileged Instructions

Latent Action Pretraining from Videos

A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning

Proactive Human-Machine Conversation with Explicit Conversation Goals

Who Put the I in AI? Provenance and the Admissibility of Machine Self-Report

FineScope : SAE-guided Data Selection Enables Domain Specific LLM Pruning and Finetuning

Tweet2Vec: Learning Tweet Embeddings Using Character-level CNN-LSTM Encoder-Decoder

Preserving General Capabilities during Domain Specialization with Uncertainty-Calibrated MOPD

DramaAgent: Agentic Storytelling Video Generation

Adversarial Removal of Demographic Attributes from Text Data

Monotonic Multihead Attention

Knowing Before Saying: LLM Representations Encode Information About Chain-of-Thought Success Before Completion

LaCo: Large Language Model Pruning via Layer Collapse

Groma: Localized Visual Tokenization for Grounding Multimodal Large Language Models

Apodex 1.1: Scaling Agentic Intelligence for Complex Work

Is GPT-3 a Good Data Annotator?

Domain-Specific Jargon in Large Language Models: A Comparative Analysis between General-Purpose and Specialist Models

Reinforced Cross-Modal Matching and Self-Supervised Imitation Learning for Vision-Language Navigation

Where does output diversity collapse in post-training?

Miles v0.1: Production-Level Post-Training

AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension

VocalAffectBench: Evaluating Vocal Emotion Recognition in AI Audio Models

Arbitrary Polygon Oscillator: Generalizing Polygonal Synthesis to Arbitrary Shapes, Morphing, and Three-Dimensional Polyhedra

Think While Watching: Online Streaming Segment-Level Memory for Multi-Turn Video Reasoning in Multimodal Large Language Models

JetSpec: Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting

Generative Frontiers: Why Evaluation Matters for Diffusion Language Models

LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression

Mapping Instructions and Visual Observations to Actions with Reinforcement Learning

Covo-Audio Technical Report

Reviewer2: Optimizing Review Generation Through Prompt Generation

HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs

Sycophancy Suppression Can Impair Rational Updating: Anti-Sycophancy Should Preserve the Ability to Update

Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation

The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures

Nemotron-Research-Tool-N1: Exploring Tool-Using Language Models with Reinforced Reasoning

Universal Sentence Encoder

TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training

Fast-weight Product Key Memory

CoMPosT: Characterizing and Evaluating Caricature in LLM Simulations