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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13,441 to 13,500 of 19,338

Evaluating Distributional Distortion in Neural Language Modeling
Benjamin LeBrun, Alessandro Sordoni, Timothy J. O'Donnell
cs.CLarXiv:2203.12788v12022
MortalMATH: Evaluating the Conflict Between Reasoning Objectives and Emergency Contexts
Etienne Lanzeray, Stephane Meilliez, Malo Ruelle +1
cs.CLarXiv:2601.18790v12026
Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels
Junjie Ye, Yuming Yang, Yang Nan +7
cs.CLcs.AIarXiv:2509.16596v22025
Steer2Edit: From Activation Steering to Component-Level Editing
Chung-En Sun, Ge Yan, Zimo Wang +1
cs.CLarXiv:2602.09870v22026
Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View
Boxi Cao, Hongyu Lin, Xianpei Han +2
cs.CLarXiv:2203.12258v12022
Instruction-Following Evaluation for Large Language Models
Jeffrey Zhou, Tianjian Lu, Swaroop Mishra +5
cs.CLcs.AIcs.LGarXiv:2311.07911v12023
Towards Explaining Query Expansion Performance in Information Retrieval
Sourav Saha, Aditya Dutta, Soumajit Pramanik +1
cs.IRcs.CLarXiv:2610.09724v12026
Evaluating the Evaluation of Diversity in Natural Language Generation
Guy Tevet, Jonathan Berant
cs.CLarXiv:2004.02990v32020
The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation
Kushal Arora, Timothy J. O'Donnell, Doina Precup +2
cs.CLarXiv:2302.06784v12023
Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering
Yanlin Feng, Xinyue Chen, Bill Yuchen Lin +3
cs.CLcs.LGarXiv:2005.00646v22020
Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases
Boxi Cao, Hongyu Lin, Xianpei Han +5
cs.CLcs.AIarXiv:2106.09231v12021
Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints
Aran Komatsuzaki, Joan Puigcerver, James Lee-Thorp +6
cs.LGcs.CLcs.CVarXiv:2212.05055v22022
Evaluating Long-Horizon Memory for Multi-Party Collaborative Dialogues
Chuanrui Hu, Tong Li, Xingze Gao +8
cs.CLcs.AIarXiv:2602.01313v32026
Tree-to-Sequence Attentional Neural Machine Translation
Akiko Eriguchi, Kazuma Hashimoto, Yoshimasa Tsuruoka
cs.CLarXiv:1603.06075v32016
Large Language Models: A Survey
Shervin Minaee, Tomas Mikolov, Narjes Nikzad +4
cs.CLcs.AIarXiv:2402.06196v32024
Read before Generate! Faithful Long Form Question Answering with Machine Reading
Dan Su, Xiaoguang Li, Jindi Zhang +4
cs.CLcs.AIarXiv:2203.00343v12022
TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation
Tong Wu, Junzhe Shen, Zixia Jia +2
cs.CLarXiv:2502.18890v22025
Stance Detection with Bidirectional Conditional Encoding
Isabelle Augenstein, Tim Rocktäschel, Andreas Vlachos +1
cs.CLcs.LGcs.NEarXiv:1606.05464v22016
Latent Intention Dialogue Models
Tsung-Hsien Wen, Yishu Miao, Phil Blunsom +1
cs.CLcs.LGcs.NEarXiv:1705.10229v12017
From Instance Selection to Fixed-Pool Data Recipe Search for Supervised Fine-Tuning
Haodong Wu, Jiahao Zhang, Lijie Hu +1
cs.LGcs.CLarXiv:2605.12944v12026
Learning to Retrieve via Reinforcement Learning in Embedding Space
Qi Liu, Fengming Liang, Yiqun Chen +2
cs.IRcs.AIcs.CLarXiv:2610.07731v12026
Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory
Ming Li, Nan Zhang, Chenrui Fan +6
cs.AIcs.CLcs.LGarXiv:2509.14662v12025
Understanding and Mitigating Hallucination Escape in Tool-Using LLM Agents
Peigui Qi, Kunsheng Tang, Yide Song +2
cs.CLcs.AIarXiv:2610.04409v12026
Distributionally Robust Language Modeling
Yonatan Oren, Shiori Sagawa, Tatsunori B. Hashimoto +1
cs.CLcs.LGstat.MLarXiv:1909.02060v12019
Perceiver IO: A General Architecture for Structured Inputs & Outputs
Andrew Jaegle, Sebastian Borgeaud, Jean-Baptiste Alayrac +12
cs.LGcs.CLcs.CVarXiv:2107.14795v32021
Demystifying When Pruning Works via Representation Hierarchies
Shwai He, Guoheng Sun, Haichao Zhang +2
cs.CLcs.LGarXiv:2603.24652v32026
Poise: Position-Aware One-Instruction Skill Injection for Silent Execution on LLM Agents
Haochang Hao, Dehai Min, Zhifang Zhang +4
cs.CRcs.AIcs.CLarXiv:2606.07943v22026
ReCal: Calibrating Structured Pruning for On-Policy Distillation Recovery
Houcheng Jiang, Mao Zheng, Mingyang Song +4
cs.CLarXiv:2610.11332v12026
Removable and Irreducible: A Token-Cost Ledger for the Multilingual Tokenization Tax
Madhulatha Mandarapu, Sandeep Kunkunuru
cs.CLarXiv:2609.00378v12026
The Third VoicePrivacy Challenge: Preserving Emotional Expressiveness and Linguistic Content in Voice Anonymization
Natalia Tomashenko, Xiaoxiao Miao, Pierre Champion +7
cs.CLcs.SDeess.ASarXiv:2601.11846v12026
The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation
Marzena Karpinska, Nader Akoury, Mohit Iyyer
cs.CLarXiv:2109.06835v12021
Compressing Word Embeddings via Deep Compositional Code Learning
Raphael Shu, Hideki Nakayama
cs.CLarXiv:1711.01068v22017
VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models
Lei Li, Yuancheng Wei, Zhihui Xie +9
cs.CVcs.CLarXiv:2411.17451v22024
KVzap: Fast, Adaptive, and Faithful KV Cache Pruning
Simon Jegou, Maximilian Jeblick
cs.LGcs.AIcs.CLarXiv:2601.07891v22026
Framing the Narrative: Ideological Mimicry in Large Language Models
Olivia Macmillan-Scott, Michael Jacobs, Nils Metternich +1
cs.CLcs.CYarXiv:2609.38256v22026
CognitiveSky: Scalable Sentiment and Narrative Analysis for Decentralized Social Media
Gaurab Chhetri, Anandi Dutta, Subasish Das
cs.CLcs.SIarXiv:2509.11444v12025
Struct-Bench: A Benchmark for Differentially Private Structured Text Generation
Shuaiqi Wang, Vikas Raunak, Arturs Backurs +7
cs.CLcs.LGarXiv:2509.10696v12025
Abstract Syntax Networks for Code Generation and Semantic Parsing
Maxim Rabinovich, Mitchell Stern, Dan Klein
cs.CLcs.AIcs.LGarXiv:1704.07535v12017
SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models
Dongyang Liu, Renrui Zhang, Longtian Qiu +16
cs.CVcs.AIcs.CLarXiv:2402.05935v32024
Sign Language Recognition, Generation, and Translation: An Interdisciplinary Perspective
Danielle Bragg, Oscar Koller, Mary Bellard +9
cs.CVcs.CLcs.CYarXiv:1908.08597v12019
R3S: Refining and Recovering Reinforcement Signals for Multilingual Understanding and Reasoning
Junxiao Liu, Zhijun Wang, Yixiao Li +6
cs.CLarXiv:2602.05940v22026
ELF-REG: Scaling Continuous Diffusion Language Models to Reasoning Tasks
Zeyu Michael Li, William Xingxu Chen, Bingshuo Qian +2
cs.CLcs.LGarXiv:2609.29102v12026
Syntax-Directed Variational Autoencoder for Structured Data
Hanjun Dai, Yingtao Tian, Bo Dai +2
cs.LGcs.CLarXiv:1802.08786v12018
PRISM-VLM: A Multi-Axis Discriminative Benchmark for Compact Vision-Language Models
Sanghee Park, Kee-Eung Kim
cs.CLarXiv:2609.27395v12026
Learning Meta-Skills for Agent Harness Design in Test-Time AI4AI
Cheng Qian, Kunlun Zhu, Beibin Li +2
cs.AIcs.CLcs.LGarXiv:2609.38143v12026
A Reparameterized Discrete Diffusion Model for Text Generation
Lin Zheng, Jianbo Yuan, Lei Yu +1
cs.CLcs.LGarXiv:2302.05737v32023
Towards String-to-Tree Neural Machine Translation
Roee Aharoni, Yoav Goldberg
cs.CLarXiv:1704.04743v32017
HEAD-QA: A Healthcare Dataset for Complex Reasoning
David Vilares, Carlos Gómez-Rodríguez
cs.CLarXiv:1906.04701v12019
ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations
Fernando Alva-Manchego, Louis Martin, Antoine Bordes +3
cs.CLarXiv:2005.00481v12020
Rethinking Positional Encoding in Language Pre-training
Guolin Ke, Di He, Tie-Yan Liu
cs.CLcs.LGarXiv:2006.15595v42020
Sparse Reward Subsystem in Large Language Models
Guowei Xu, Mert Yuksekgonul, James Zou
cs.CLarXiv:2602.00986v22026
Simple and Effective Multi-Paragraph Reading Comprehension
Christopher Clark, Matt Gardner
cs.CLarXiv:1710.10723v22017
$\pi$-Play: Multi-Agent Self-Play via Privileged Self-Distillation without External Data
Yaocheng Zhang, Yuanheng Zhu, Wenyue Chong +7
cs.LGcs.CLarXiv:2604.14054v22026
Institutional Books - Enriched Text: A customizable multilingual open-source pipeline for denoising, deduplicating, and annotating OCR text at scale
David Lowry-Duda, Matteo Cargnelutti, Catherine Brobston +4
cs.CLcs.DLarXiv:2608.19026v12026
To Jev or Not? Evaluating the Accuracy and Efficiency of Structured Decision Models for Hate-Speech Moderation
Demetris Paschalides, George Pallis, Marios D. Dikaiakos
cs.CLarXiv:2610.03324v12026
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
TraceSafe: A Systematic Assessment of LLM Guardrails on Multi-Step Tool-Calling Trajectories
Yen-Shan Chen, Sian-Yao Huang, Cheng-Lin Yang +1
cs.CRcs.AIcs.CLarXiv:2604.07223v22026
Target leakage, not model class, explains reported accuracy in survey-based cardiovascular screening: a leakage-tiered audit of glass-box and tabular foundation models
Raad Bin Tareaf, Murad Al-Rajab, Samia Loucif +2
cs.CLarXiv:2609.11838v12026
Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection
Shumin Deng, Ningyu Zhang, Jiaojian Kang +3
cs.CLcs.AIcs.IRarXiv:1910.11621v22019
The Natural Language Decathlon: Multitask Learning as Question Answering
Bryan McCann, Nitish Shirish Keskar, Caiming Xiong +1
cs.CLcs.AIcs.LGarXiv:1806.08730v12018

Computation and Language

Evaluating Distributional Distortion in Neural Language Modeling

MortalMATH: Evaluating the Conflict Between Reasoning Objectives and Emergency Contexts

Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels

Steer2Edit: From Activation Steering to Component-Level Editing

Can Prompt Probe Pretrained Language Models? Understanding the Invisible Risks from a Causal View

Instruction-Following Evaluation for Large Language Models

Towards Explaining Query Expansion Performance in Information Retrieval

Evaluating the Evaluation of Diversity in Natural Language Generation

The Stable Entropy Hypothesis and Entropy-Aware Decoding: An Analysis and Algorithm for Robust Natural Language Generation

Scalable Multi-Hop Relational Reasoning for Knowledge-Aware Question Answering

Knowledgeable or Educated Guess? Revisiting Language Models as Knowledge Bases

Sparse Upcycling: Training Mixture-of-Experts from Dense Checkpoints

Evaluating Long-Horizon Memory for Multi-Party Collaborative Dialogues

Tree-to-Sequence Attentional Neural Machine Translation

Large Language Models: A Survey

Read before Generate! Faithful Long Form Question Answering with Machine Reading

TokenSwift: Lossless Acceleration of Ultra Long Sequence Generation

Stance Detection with Bidirectional Conditional Encoding

Latent Intention Dialogue Models

From Instance Selection to Fixed-Pool Data Recipe Search for Supervised Fine-Tuning

Learning to Retrieve via Reinforcement Learning in Embedding Space

Understanding the Thinking Process of Reasoning Models: A Perspective from Schoenfeld's Episode Theory

Understanding and Mitigating Hallucination Escape in Tool-Using LLM Agents

Distributionally Robust Language Modeling

Perceiver IO: A General Architecture for Structured Inputs & Outputs

Demystifying When Pruning Works via Representation Hierarchies

Poise: Position-Aware One-Instruction Skill Injection for Silent Execution on LLM Agents

ReCal: Calibrating Structured Pruning for On-Policy Distillation Recovery

Removable and Irreducible: A Token-Cost Ledger for the Multilingual Tokenization Tax

The Third VoicePrivacy Challenge: Preserving Emotional Expressiveness and Linguistic Content in Voice Anonymization

The Perils of Using Mechanical Turk to Evaluate Open-Ended Text Generation

Compressing Word Embeddings via Deep Compositional Code Learning

VL-RewardBench: A Challenging Benchmark for Vision-Language Generative Reward Models

KVzap: Fast, Adaptive, and Faithful KV Cache Pruning

Framing the Narrative: Ideological Mimicry in Large Language Models

CognitiveSky: Scalable Sentiment and Narrative Analysis for Decentralized Social Media

Struct-Bench: A Benchmark for Differentially Private Structured Text Generation

Abstract Syntax Networks for Code Generation and Semantic Parsing

SPHINX-X: Scaling Data and Parameters for a Family of Multi-modal Large Language Models

Sign Language Recognition, Generation, and Translation: An Interdisciplinary Perspective

R3S: Refining and Recovering Reinforcement Signals for Multilingual Understanding and Reasoning

ELF-REG: Scaling Continuous Diffusion Language Models to Reasoning Tasks

Syntax-Directed Variational Autoencoder for Structured Data

PRISM-VLM: A Multi-Axis Discriminative Benchmark for Compact Vision-Language Models

Learning Meta-Skills for Agent Harness Design in Test-Time AI4AI

A Reparameterized Discrete Diffusion Model for Text Generation

Towards String-to-Tree Neural Machine Translation

HEAD-QA: A Healthcare Dataset for Complex Reasoning

ASSET: A Dataset for Tuning and Evaluation of Sentence Simplification Models with Multiple Rewriting Transformations

Rethinking Positional Encoding in Language Pre-training

Sparse Reward Subsystem in Large Language Models

Simple and Effective Multi-Paragraph Reading Comprehension

$\pi$-Play: Multi-Agent Self-Play via Privileged Self-Distillation without External Data

Institutional Books - Enriched Text: A customizable multilingual open-source pipeline for denoising, deduplicating, and annotating OCR text at scale

To Jev or Not? Evaluating the Accuracy and Efficiency of Structured Decision Models for Hate-Speech Moderation

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

TraceSafe: A Systematic Assessment of LLM Guardrails on Multi-Step Tool-Calling Trajectories

Target leakage, not model class, explains reported accuracy in survey-based cardiovascular screening: a leakage-tiered audit of glass-box and tabular foundation models

Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection

The Natural Language Decathlon: Multitask Learning as Question Answering