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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14,221 to 14,280 of 19,086

Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages
Muhammad Imran, Prasenjit Mitra, Carlos Castillo
cs.CLcs.CYcs.SIarXiv:1605.05894v22016
A Multi-Axis Annotation Scheme for Event Temporal Relations
Qiang Ning, Hao Wu, Dan Roth
cs.CLarXiv:1804.07828v22018
An Illusion of Progress? Assessing the Current State of Web Agents
Tianci Xue, Weijian Qi, Tianneng Shi +5
cs.AIcs.CLarXiv:2504.01382v42025
AR-Omni: A Unified Autoregressive Model for Any-to-Any Generation
Dongjie Cheng, Ruifeng Yuan, Yongqi Li +5
cs.LGcs.AIcs.CLarXiv:2601.17761v12026
Benchmarking Retrieval-Augmented Generation for Medicine
Guangzhi Xiong, Qiao Jin, Zhiyong Lu +1
cs.CLcs.AIarXiv:2402.13178v22024
A Bibliometric Review of Large Language Models Research from 2017 to 2023
Lizhou Fan, Lingyao Li, Zihui Ma +3
cs.DLcs.CLcs.CYarXiv:2304.02020v12023
Automatically Extracting Challenge Sets for Non local Phenomena in Neural Machine Translation
Leshem Choshen, Omri Abend
cs.CLcs.LGarXiv:1909.06814v42019
Mixture-of-Agents Enhances Large Language Model Capabilities
Junlin Wang, Jue Wang, Ben Athiwaratkun +2
cs.CLarXiv:2406.04692v12024
Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction
Rujun Han, Qiang Ning, Nanyun Peng
cs.CLcs.AIarXiv:1909.05360v22019
Wrong but Useful: Trajectory Value Beyond Answer Correctness in Multi-Agent Messages
Chih-Hsuan Yang, Anjir Ahmed Chowdhury, Cheng-Hau Yang +7
cs.AIcs.CLcs.LGarXiv:2608.14375v12026
Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
Ling Yang, Zhaochen Yu, Tianjun Zhang +5
cs.CLarXiv:2406.04271v22024
SemEval-2021 Task 1: Lexical Complexity Prediction
Matthew Shardlow, Richard Evans, Gustavo Henrique Paetzold +1
cs.CLarXiv:2106.00473v12021
Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models
Yanwei Li, Yuechen Zhang, Chengyao Wang +5
cs.CVcs.AIcs.CLarXiv:2403.18814v12024
Pressure-Testing Deception Probes in LLMs: Scaling, Robustness, and the Geometry of Deceptive Representations
Sachin Kumar
cs.CLcs.AIcs.LGarXiv:2605.27958v12026
MWOP: Modality-aware Width-wise Operation Pruning for Efficient MLLMs
Xudong Wang, Hao Wu, Haozhe Hu +5
cs.CVcs.AIcs.CLarXiv:2610.01434v12026
Unsupervised Paraphrasing by Simulated Annealing
Xianggen Liu, Lili Mou, Fandong Meng +3
cs.CLarXiv:1909.03588v22019
MAxBench: A Multinomial Concept Recovery Benchmark
Divya Appapogu, Freya Behrens, Yonatan Belinkov +1
cs.LGcs.AIcs.CLarXiv:2609.13072v12026
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets
Rotem Dror, Gili Baumer, Marina Bogomolov +1
cs.CLarXiv:1709.09500v12017
DuplexDrama: A Synthesized Dialogue Dataset with Scenarios, Full-Duplex Behaviors, Expressive Speech, and Sound Events
Qingxiang Guo, Wenke Fan, Shuofeng Zhao +9
cs.CLarXiv:2609.12872v22026
Words or Vision: Do Vision-Language Models Have Blind Faith in Text?
Ailin Deng, Tri Cao, Zhirui Chen +1
cs.CVcs.AIcs.CLarXiv:2503.02199v12025
A Primer on Computational Semantics for Artificial Intelligence Systems
Casey Kennington
cs.CLcs.AIarXiv:2608.25022v12026
SEM: Reinforcement Learning for Search-Efficient Large Language Models
Zeyang Sha, Shiwen Cui, Weiqiang Wang
cs.CLcs.AIarXiv:2505.07903v12025
Crosslingual Reasoning through Test-Time Scaling
Zheng-Xin Yong, M. Farid Adilazuarda, Jonibek Mansurov +7
cs.CLcs.AIcs.LGarXiv:2505.05408v12025
A Transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics
Hong-Yu Zhou, Yizhou Yu, Chengdi Wang +7
cs.CVcs.CLcs.LGarXiv:2306.00864v12023
INSPIRE: An Internalize-Then-Improve Approach for Example-Driven Mathematical Reasoning
Shuai Wang, Jiayi Kuang, Yinghui Li +4
cs.CLarXiv:2608.27501v12026
Cost-of-Pass: An Economic Framework for Evaluating Language Models
Mehmet Hamza Erol, Batu El, Mirac Suzgun +2
cs.AIcs.CLarXiv:2504.13359v22025
ByteFlow: Language Modeling through Adaptive Byte Compression without a Tokenizer
Chunyuan Deng, Sanket Lokegaonkar, Colin Lockard +3
cs.CLcs.LGarXiv:2603.03583v12026
Anthropogenic Regional Adaptation in Multimodal Vision-Language Model
Samuel Cahyawijaya, Peerat Limkonchotiwat, Tack Hwa Wong +45
cs.AIcs.CLcs.CVarXiv:2604.11490v22026
PISanitizer: Preventing Prompt Injection to Long-Context LLMs via Prompt Sanitization
Runpeng Geng, Yanting Wang, Chenlong Yin +3
cs.CRcs.AIcs.CLarXiv:2511.10720v12025
Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs
Emanuele Bugliarello, Ryan Cotterell, Naoaki Okazaki +1
cs.CLcs.CVarXiv:2011.15124v22020
Generating Natural Language Adversarial Examples on a Large Scale with Generative Models
Yankun Ren, Jianbin Lin, Siliang Tang +4
cs.CLcs.LGstat.MLarXiv:2003.10388v12020
Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration
Qiushi Sun, Zhangyue Yin, Xiang Li +3
cs.AIcs.CLarXiv:2310.00280v32023
Ovis: Structural Embedding Alignment for Multimodal Large Language Model
Shiyin Lu, Yang Li, Qing-Guo Chen +4
cs.CVcs.AIcs.CLarXiv:2405.20797v22024
Which Question Is Your Attention Metric Answering? Attention Rows as Compositional Data
Marios Papamichalis, Regina Ruane
cs.CLcs.AIcs.LGarXiv:2608.14712v12026
Understanding the Role of User Profile in the Personalization of Large Language Models
Bin Wu, Zhengyan Shi, Hossein A. Rahmani +2
cs.CLcs.AIcs.IRarXiv:2406.17803v12024
Deep Speech 2: End-to-End Speech Recognition in English and Mandarin
Dario Amodei, Rishita Anubhai, Eric Battenberg +31
cs.CLarXiv:1512.02595v12015
Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions
Rui Zhang, Tao Yu, He Yang Er +7
cs.CLarXiv:1909.00786v22019
Improving RNN Transducer Modeling for End-to-End Speech Recognition
Jinyu Li, Rui Zhao, Hu Hu +1
cs.CLeess.ASarXiv:1909.12415v12019
RelayLLM: Efficient Reasoning via Collaborative Decoding
Chengsong Huang, Tong Zheng, Langlin Huang +3
cs.CLcs.AIcs.LGarXiv:2601.05167v12026
IsoScore: Measuring the Uniformity of Embedding Space Utilization
William Rudman, Nate Gillman, Taylor Rayne +1
cs.CLcs.LGarXiv:2108.07344v22021
AI Research Agents Narrow Scientific Exploration
Yixuan Tang, Yi Yang
cs.CLarXiv:2605.27905v22026
TwinKV: A Composable Repair Pass for KV Cache Eviction via Pairwise Key Redundancy
Hong Chen, Yudong Zeng, Yongwei Huang +3
cs.CLarXiv:2608.27128v12026
Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding
Heming Xia, Zhe Yang, Qingxiu Dong +6
cs.CLarXiv:2401.07851v32024
DialectSentEval 2026: Arabic Dialect Sentiment Analysis and Swapping Shared Task
Saad Ezzini, Shadi Abudalfa, Maram Alharbi +6
cs.CLcs.AIarXiv:2610.06298v12026
Accurate Failure Prediction in Agents Does Not Imply Effective Failure Prevention
Rakshith Vasudev, Melisa Russak, Dan Bikel +1
cs.CLcs.LGarXiv:2602.03338v12026
Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark
Ziyu Guo, Xinyan Chen, Renrui Zhang +7
cs.CVcs.AIcs.CLarXiv:2510.26802v12025
Neural Segmental Hypergraphs for Overlapping Mention Recognition
Bailin Wang, Wei Lu
cs.CLarXiv:1810.01817v12018
Command A: An Enterprise-Ready Large Language Model
Team Cohere, :, Aakanksha +227
cs.CLcs.AIcs.LGarXiv:2504.00698v22025
TeleAntiFraud 2.0: A Refreshable, Profile-Grounded, and Audio-Based Benchmark for Telecom Fraud Detection
Huiyuan Liu, Zhiming Ma, Yanxing Liu +11
cs.SDcs.CLarXiv:2609.18748v22026
PingPong: A Natural Benchmark for Multi-Turn Code-Switching Dialogues
Mohammad Rifqi Farhansyah, Hanif Muhammad Zhafran, Farid Adilazuarda +6
cs.CLarXiv:2601.17277v12026
SEER: Long-Context Reasoning via Selective Visual-Text Compression
Jiawei Xu, Zhilin Zhai, Jinrui Fang +6
cs.CLcs.CVarXiv:2608.15962v12026
Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement
Yaxuan Kong, Yiyuan Yang, Yoontae Hwang +5
cs.CLcs.AIcs.LGarXiv:2503.01875v22025
Lost in Translation: Loss and Decay of Linguistic Richness in Machine Translation
Eva Vanmassenhove, Dimitar Shterionov, Andy Way
cs.CLcs.LGarXiv:1906.12068v12019
From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation
Quanyu Long, Xiao Chen, Jianda Chen +4
cs.CLarXiv:2610.06100v12026
Tool Learning with Large Language Models: A Survey
Changle Qu, Sunhao Dai, Xiaochi Wei +5
cs.CLcs.AIarXiv:2405.17935v32024
Ultra-Fine Entity Typing
Eunsol Choi, Omer Levy, Yejin Choi +1
cs.CLcs.AIcs.LGarXiv:1807.04905v12018
T-LLM Compiler: Trusted LLM-based Code Optimization and Verification Framework
Zahra Fazel, Sunanda Gamage, Shayan Shirahmad Gale Bagi +5
cs.AIcs.CLcs.LGarXiv:2608.14953v12026
BMdataset: A Musicologically Curated LilyPond Dataset
Matteo Spanio, Ilay Guler, Antonio Rodà
cs.SDcs.CLcs.IRarXiv:2604.10628v22026
Vroom-Vroom at SHROOM-Visions: A Multi-Judge Committee for Detecting Hallucinated Spans in Vision-Language Outputs
Toqeer Ehsan, Nico Penttilä, Richard Schmidt +2
cs.CLcs.AIarXiv:2609.17327v12026
TaRA: Training-Aware Low-Rank Adaptation Initialization
Taehyeon Kim, Eunhyeok Park
cs.CLcs.AIcs.LGarXiv:2609.02639v12026

Computation and Language

Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages

A Multi-Axis Annotation Scheme for Event Temporal Relations

An Illusion of Progress? Assessing the Current State of Web Agents

AR-Omni: A Unified Autoregressive Model for Any-to-Any Generation

Benchmarking Retrieval-Augmented Generation for Medicine

A Bibliometric Review of Large Language Models Research from 2017 to 2023

Automatically Extracting Challenge Sets for Non local Phenomena in Neural Machine Translation

Mixture-of-Agents Enhances Large Language Model Capabilities

Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction

Wrong but Useful: Trajectory Value Beyond Answer Correctness in Multi-Agent Messages

Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models

SemEval-2021 Task 1: Lexical Complexity Prediction

Mini-Gemini: Mining the Potential of Multi-modality Vision Language Models

Pressure-Testing Deception Probes in LLMs: Scaling, Robustness, and the Geometry of Deceptive Representations

MWOP: Modality-aware Width-wise Operation Pruning for Efficient MLLMs

Unsupervised Paraphrasing by Simulated Annealing

MAxBench: A Multinomial Concept Recovery Benchmark

Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets

DuplexDrama: A Synthesized Dialogue Dataset with Scenarios, Full-Duplex Behaviors, Expressive Speech, and Sound Events

Words or Vision: Do Vision-Language Models Have Blind Faith in Text?

A Primer on Computational Semantics for Artificial Intelligence Systems

SEM: Reinforcement Learning for Search-Efficient Large Language Models

Crosslingual Reasoning through Test-Time Scaling

A Transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics

INSPIRE: An Internalize-Then-Improve Approach for Example-Driven Mathematical Reasoning

Cost-of-Pass: An Economic Framework for Evaluating Language Models

ByteFlow: Language Modeling through Adaptive Byte Compression without a Tokenizer

Anthropogenic Regional Adaptation in Multimodal Vision-Language Model

PISanitizer: Preventing Prompt Injection to Long-Context LLMs via Prompt Sanitization

Multimodal Pretraining Unmasked: A Meta-Analysis and a Unified Framework of Vision-and-Language BERTs

Generating Natural Language Adversarial Examples on a Large Scale with Generative Models

Corex: Pushing the Boundaries of Complex Reasoning through Multi-Model Collaboration

Ovis: Structural Embedding Alignment for Multimodal Large Language Model

Which Question Is Your Attention Metric Answering? Attention Rows as Compositional Data

Understanding the Role of User Profile in the Personalization of Large Language Models

Deep Speech 2: End-to-End Speech Recognition in English and Mandarin

Editing-Based SQL Query Generation for Cross-Domain Context-Dependent Questions

Improving RNN Transducer Modeling for End-to-End Speech Recognition

RelayLLM: Efficient Reasoning via Collaborative Decoding

IsoScore: Measuring the Uniformity of Embedding Space Utilization

AI Research Agents Narrow Scientific Exploration

TwinKV: A Composable Repair Pass for KV Cache Eviction via Pairwise Key Redundancy

Unlocking Efficiency in Large Language Model Inference: A Comprehensive Survey of Speculative Decoding

DialectSentEval 2026: Arabic Dialect Sentiment Analysis and Swapping Shared Task

Accurate Failure Prediction in Agents Does Not Imply Effective Failure Prevention

Are Video Models Ready as Zero-Shot Reasoners? An Empirical Study with the MME-CoF Benchmark

Neural Segmental Hypergraphs for Overlapping Mention Recognition

Command A: An Enterprise-Ready Large Language Model

TeleAntiFraud 2.0: A Refreshable, Profile-Grounded, and Audio-Based Benchmark for Telecom Fraud Detection

PingPong: A Natural Benchmark for Multi-Turn Code-Switching Dialogues

SEER: Long-Context Reasoning via Selective Visual-Text Compression

Time-MQA: Time Series Multi-Task Question Answering with Context Enhancement

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

From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation

Tool Learning with Large Language Models: A Survey

Ultra-Fine Entity Typing

T-LLM Compiler: Trusted LLM-based Code Optimization and Verification Framework

BMdataset: A Musicologically Curated LilyPond Dataset

Vroom-Vroom at SHROOM-Visions: A Multi-Judge Committee for Detecting Hallucinated Spans in Vision-Language Outputs

TaRA: Training-Aware Low-Rank Adaptation Initialization