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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5,341 to 5,400 of 11,252

MultiVerS: Improving scientific claim verification with weak supervision and full-document context
David Wadden, Kyle Lo, Lucy Lu Wang +3
cs.CLcs.AIarXiv:2112.01640v22021
Noisy Channel Language Model Prompting for Few-Shot Text Classification
Sewon Min, Mike Lewis, Hannaneh Hajishirzi +1
cs.CLcs.AIarXiv:2108.04106v32021
Better Fine-Tuning by Reducing Representational Collapse
Armen Aghajanyan, Akshat Shrivastava, Anchit Gupta +3
cs.LGcs.CLstat.MLarXiv:2008.03156v12020
Towards Debiasing Fact Verification Models
Tal Schuster, Darsh J Shah, Yun Jie Serene Yeo +3
cs.CLarXiv:1908.05267v22019
TernaryBERT: Distillation-aware Ultra-low Bit BERT
Wei Zhang, Lu Hou, Yichun Yin +4
cs.CLcs.LGcs.SDarXiv:2009.12812v32020
Aspire: Can Models Self-Evolve from Vague Goals?
Yuhao Wu, Jingyuan Zhang, Jiajun Shi +18
cs.CLarXiv:2608.31111v12026
RWTH ASR Systems for LibriSpeech: Hybrid vs Attention -- w/o Data Augmentation
Christoph Lüscher, Eugen Beck, Kazuki Irie +5
cs.CLcs.SDeess.ASarXiv:1905.03072v32019
ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning
Vamsi Aribandi, Yi Tay, Tal Schuster +11
cs.CLcs.LGarXiv:2111.10952v22021
S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement?
Jiajun Shi, Siyuan Tao, Yuhao Wu +18
cs.CLarXiv:2608.31100v12026
Interpretable Neural Predictions with Differentiable Binary Variables
Jasmijn Bastings, Wilker Aziz, Ivan Titov
cs.CLarXiv:1905.08160v22019
"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding
Ben Zhou, Daniel Khashabi, Qiang Ning +1
cs.CLarXiv:1909.03065v12019
BioSentVec: creating sentence embeddings for biomedical texts
Qingyu Chen, Yifan Peng, Zhiyong Lu
cs.CLcs.AIcs.LGarXiv:1810.09302v62018
MANTIS: Interleaved Multi-Image Instruction Tuning
Dongfu Jiang, Xuan He, Huaye Zeng +4
cs.CVcs.AIcs.CLarXiv:2405.01483v32024
Context-Aware Interleaved Batching for WhisperX
Carlos Bain, Max Bain
cs.CLarXiv:2608.31170v12026
Speech Recognition by Machine, A Review
M. A. Anusuya, S. K. Katti
cs.CLarXiv:1001.2267v12010
Every Token Leaves a Ripple in the Stream of Thought: Eliciting Model-Internal Token Saliency for Chain-of-Thought Compression
Tianyi Zhao, Yinhan He, Wendy Zheng +1
cs.CLarXiv:2608.31066v12026
LLM Judges Verify Presence, Not Absence: Omission Blindness in AI Clinical Notes and What Recovers It
Sebastian Fox, Luke Markham, Ryan Lail +1
cs.CLcs.AIarXiv:2608.31016v12026
When Does Predictor-Based RL Align with Human Perception? A Study of Subjective Rewards in Codec-Based Speech Language Models
Joonyong Park, Jerry Li
cs.CLcs.SDeess.ASarXiv:2608.31035v12026
Stick to What You Know: A Study of Knowledge-Aligned Supervised Fine-Tuning
Arthur Becker, Jakob Kemmler, David Thulke +3
cs.CLcs.AIcs.LGarXiv:2608.30987v12026
OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning
Rui Ye, Wenhao Wang, Jingyi Chai +6
cs.LGcs.CLcs.DCarXiv:2402.06954v12024
The First Token Is a Clue: Verbalizing Multi-Token Concepts from the J-lens
Xijie Gong, Tonghan Wang
cs.CLarXiv:2608.31084v12026
Improving Information Extraction with Learned Queries
Omar Sharif, Soroush Vosoughi, Nikhil Singh
cs.CLarXiv:2608.31058v12026
Type-Balanced Contextual Learning for Incremental Named Entity Recognition
Duzhen Zhang, Yahan Yu, Xiuyi Chen +2
cs.CLarXiv:2608.31038v12026
One note in three: a verified census of three deployed AI scribes, and the instrument that counted it
Sebastian Fox, Luke Markham, Ryan Lail +1
cs.CLcs.AIcs.CYarXiv:2608.31017v12026
Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM
Bochuan Cao, Yuanpu Cao, Lu Lin +1
cs.CLcs.AIcs.CRarXiv:2309.14348v32023
Evidence-Bounded Mental Health Reasoning from Heterogeneous Speech Protocols
Chengyuan Gao, Jiang Wu, Tao Lu +4
cs.CLarXiv:2608.31014v12026
Faithfulness Is Not Free: Auditing Offline KV-Cache Quantization in Retrieval-Augmented Generation
Atta Ul Asad, Ahsan Bilal, Muhammad Ali +2
cs.CLarXiv:2608.30996v12026
Improvements to deep convolutional neural networks for LVCSR
Tara N. Sainath, Brian Kingsbury, Abdel-rahman Mohamed +6
cs.LGcs.CLcs.NEarXiv:1309.1501v32013
Learning to Translate in Real-time with Neural Machine Translation
Jiatao Gu, Graham Neubig, Kyunghyun Cho +1
cs.CLcs.LGarXiv:1610.00388v32016
PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference
Jiaming Ji, Donghai Hong, Borong Zhang +10
cs.AIcs.CLarXiv:2406.15513v32024
How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model
Michael Hanna, Ollie Liu, Alexandre Variengien
cs.CLcs.AIcs.LGarXiv:2305.00586v52023
Retrospective Reader for Machine Reading Comprehension
Zhuosheng Zhang, Junjie Yang, Hai Zhao
cs.CLcs.AIcs.IRarXiv:2001.09694v42020
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models
David Raposo, Sam Ritter, Blake Richards +3
cs.LGcs.CLarXiv:2404.02258v12024
Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog
Satwik Kottur, José M. F. Moura, Stefan Lee +1
cs.CLcs.AIcs.CVarXiv:1706.08502v32017
Classification using Hyperdimensional Computing: A Review
Lulu Ge, Keshab K. Parhi
cs.LGcs.AIcs.CLarXiv:2004.11204v12020
Language GANs Falling Short
Massimo Caccia, Lucas Caccia, William Fedus +3
cs.CLcs.LGarXiv:1811.02549v62018
Geometry of Divergence: Tracking Hidden-State Trajectories for Adaptive Multi-Turn Reasoning
Jie Liang, Zhengxin Yu, Hamid Nasiri +1
cs.AIcs.CLarXiv:2608.30650v12026
Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State
Richard Futrell, Ethan Wilcox, Takashi Morita +3
cs.CLarXiv:1903.03260v12019
HSRM: Hidden-State Reward Models for Test-Time Verification
Xianzhi Li, Xiaodan Zhu
cs.AIcs.CLarXiv:2608.30841v12026
UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning
Yuning Mao, Lambert Mathias, Rui Hou +5
cs.CLcs.AIcs.LGarXiv:2110.07577v32021
Distant Supervision for Relation Extraction beyond the Sentence Boundary
Chris Quirk, Hoifung Poon
cs.CLarXiv:1609.04873v32016
Automatically Auditing Large Language Models via Discrete Optimization
Erik Jones, Anca Dragan, Aditi Raghunathan +1
cs.LGcs.CLarXiv:2303.04381v12023
Higher-Dimensional Rotary Position Embedding
Yixing Li, Ruobing Xie, Yudong Zhang +3
cs.LGcs.AIcs.CLarXiv:2608.29715v12026
Vocabulary Growth Fundamentals: Bernstein Functions and Hausdorff Sequences
Łukasz Dębowski
math.PRcs.CLarXiv:2608.29449v12026
Good-Enough Compositional Data Augmentation
Jacob Andreas
cs.CLarXiv:1904.09545v42019
Scalable and Transferable Black-Box Jailbreaks for Language Models via Persona Modulation
Rusheb Shah, Quentin Feuillade--Montixi, Soroush Pour +3
cs.CLcs.AIcs.LGarXiv:2311.03348v22023
Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following
Ziyu Guo, Renrui Zhang, Xiangyang Zhu +8
cs.CVcs.AIcs.CLarXiv:2309.00615v12023
Configurable Semantic Chunking for Biomedical Information Extraction in Retrieval-Augmented Generation
Riya Ahuja, Tim Kacprowski, Roya Shiasi Sardoabi
cs.CLcs.IRarXiv:2608.31139v12026
DIASENTINEL: An Auditable Multi-Agent System for Guideline-Grounded Diabetes Risk Screening
Yung Wei Shueh, Zhi-Jie Chen, Chia-Hsuan Hsu +9
cs.CLarXiv:2608.31128v12026
Language-Statistical Analysis of Neural Audio Codec Tokens Across Architectures, Corpora, and Noise Conditions
Joonyong Park, Shinnosuke Takamichi, David M. Chan +3
cs.CLcs.SDarXiv:2608.31037v12026
The Multilingual Amazon Reviews Corpus
Phillip Keung, Yichao Lu, György Szarvas +1
cs.CLcs.IRcs.LGarXiv:2010.02573v12020
Low-Resource Preference Adaptation of LLMs via Activation-Based Label Propagation
Alessio Galatolo, Meriem Beloucif
cs.CLarXiv:2608.30902v12026
ECGQuest: Benchmarking and Fine-Tuning Language Models for Electrocardiography
Mohammadsina Hassannia, Matthew A. Reyna, Reza Sameni
cs.CLcs.IRarXiv:2608.30893v12026
Personas Differ from Native-Language Generation: Language Pathways Shape LLM Interpersonal Advice
Jinhee Won, Xinlan Emily Hu
cs.CLcs.AIarXiv:2608.30873v12026
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning
Kexin Wang, Nils Reimers, Iryna Gurevych
cs.CLarXiv:2104.06979v32021
Beyond Good Intentions: When Does the Framing of Multilingual and Low-Resource NLP Research Become a Caricature?
Nedjma Ousidhoum, Noopur Zambare, Mohamed Abdalla
cs.CLarXiv:2608.30866v12026
Detecting AI Impostors: How Do Middle Schoolers Identify LLM Agents in a Live Collaborative Setting?
Dan Schumacher, Pragathi Durga Rajarajan, Haven Kotara +6
cs.CLarXiv:2608.30948v12026
Annotated Surrogate Retrieval for Polish Statutory Law
Orkun Yiğit Cengiz
cs.CLarXiv:2608.30929v12026
TRIPPULSE: Multi-Agent Travel Planning with Review-Grounded Reasoning
Priyanshu Karmakar, Borru Vijay Sai, Shubhojit Mallick +3
cs.CLarXiv:2608.30924v12026
MMDS-Bench: Benchmarking Multimodal Large Language Models on Dynamic Stance in Social Media Interactions
Yuzhe Ding, Kang He, Li Zheng +5
cs.CLarXiv:2608.30903v12026

Computation and Language

MultiVerS: Improving scientific claim verification with weak supervision and full-document context

Noisy Channel Language Model Prompting for Few-Shot Text Classification

Better Fine-Tuning by Reducing Representational Collapse

Towards Debiasing Fact Verification Models

TernaryBERT: Distillation-aware Ultra-low Bit BERT

Aspire: Can Models Self-Evolve from Vague Goals?

RWTH ASR Systems for LibriSpeech: Hybrid vs Attention -- w/o Data Augmentation

ExT5: Towards Extreme Multi-Task Scaling for Transfer Learning

S3Gym: Can LLMs Turn Self-Testing and Self-Judging into Self-Improvement?

Interpretable Neural Predictions with Differentiable Binary Variables

"Going on a vacation" takes longer than "Going for a walk": A Study of Temporal Commonsense Understanding

BioSentVec: creating sentence embeddings for biomedical texts

MANTIS: Interleaved Multi-Image Instruction Tuning

Context-Aware Interleaved Batching for WhisperX

Speech Recognition by Machine, A Review

Every Token Leaves a Ripple in the Stream of Thought: Eliciting Model-Internal Token Saliency for Chain-of-Thought Compression

LLM Judges Verify Presence, Not Absence: Omission Blindness in AI Clinical Notes and What Recovers It

When Does Predictor-Based RL Align with Human Perception? A Study of Subjective Rewards in Codec-Based Speech Language Models

Stick to What You Know: A Study of Knowledge-Aligned Supervised Fine-Tuning

OpenFedLLM: Training Large Language Models on Decentralized Private Data via Federated Learning

The First Token Is a Clue: Verbalizing Multi-Token Concepts from the J-lens

Improving Information Extraction with Learned Queries

Type-Balanced Contextual Learning for Incremental Named Entity Recognition

One note in three: a verified census of three deployed AI scribes, and the instrument that counted it

Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM

Evidence-Bounded Mental Health Reasoning from Heterogeneous Speech Protocols

Faithfulness Is Not Free: Auditing Offline KV-Cache Quantization in Retrieval-Augmented Generation

Improvements to deep convolutional neural networks for LVCSR

Learning to Translate in Real-time with Neural Machine Translation

PKU-SafeRLHF: Towards Multi-Level Safety Alignment for LLMs with Human Preference

How does GPT-2 compute greater-than?: Interpreting mathematical abilities in a pre-trained language model

Retrospective Reader for Machine Reading Comprehension

Mixture-of-Depths: Dynamically allocating compute in transformer-based language models

Natural Language Does Not Emerge 'Naturally' in Multi-Agent Dialog

Classification using Hyperdimensional Computing: A Review

Language GANs Falling Short

Geometry of Divergence: Tracking Hidden-State Trajectories for Adaptive Multi-Turn Reasoning

Neural Language Models as Psycholinguistic Subjects: Representations of Syntactic State

HSRM: Hidden-State Reward Models for Test-Time Verification

UniPELT: A Unified Framework for Parameter-Efficient Language Model Tuning

Distant Supervision for Relation Extraction beyond the Sentence Boundary

Automatically Auditing Large Language Models via Discrete Optimization

Higher-Dimensional Rotary Position Embedding

Vocabulary Growth Fundamentals: Bernstein Functions and Hausdorff Sequences

Good-Enough Compositional Data Augmentation

Scalable and Transferable Black-Box Jailbreaks for Language Models via Persona Modulation

Point-Bind & Point-LLM: Aligning Point Cloud with Multi-modality for 3D Understanding, Generation, and Instruction Following

Configurable Semantic Chunking for Biomedical Information Extraction in Retrieval-Augmented Generation

DIASENTINEL: An Auditable Multi-Agent System for Guideline-Grounded Diabetes Risk Screening

Language-Statistical Analysis of Neural Audio Codec Tokens Across Architectures, Corpora, and Noise Conditions

The Multilingual Amazon Reviews Corpus

Low-Resource Preference Adaptation of LLMs via Activation-Based Label Propagation

ECGQuest: Benchmarking and Fine-Tuning Language Models for Electrocardiography

Personas Differ from Native-Language Generation: Language Pathways Shape LLM Interpersonal Advice

TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning

Beyond Good Intentions: When Does the Framing of Multilingual and Low-Resource NLP Research Become a Caricature?

Detecting AI Impostors: How Do Middle Schoolers Identify LLM Agents in a Live Collaborative Setting?

Annotated Surrogate Retrieval for Polish Statutory Law

TRIPPULSE: Multi-Agent Travel Planning with Review-Grounded Reasoning

MMDS-Bench: Benchmarking Multimodal Large Language Models on Dynamic Stance in Social Media Interactions