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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5,281 to 5,340 of 11,248

XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation
Sebastian Ruder, Noah Constant, Jan Botha +8
cs.CLcs.AIarXiv:2104.07412v22021
Understanding Knowledge Distillation in Non-autoregressive Machine Translation
Chunting Zhou, Graham Neubig, Jiatao Gu
cs.CLarXiv:1911.02727v32019
Interpretable Rumor Detection in Microblogs by Attending to User Interactions
Ling Min Serena Khoo, Hai Leong Chieu, Zhong Qian +1
cs.CLcs.IRcs.SIarXiv:2001.10667v12020
Fine-grained Sentiment Classification using BERT
Manish Munikar, Sushil Shakya, Aakash Shrestha
cs.CLcs.LGstat.MLarXiv:1910.03474v12019
SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks
Bill Yuchen Lin, Yicheng Fu, Karina Yang +6
cs.CLcs.AIcs.LGarXiv:2305.17390v22023
Large Language Models are few(1)-shot Table Reasoners
Wenhu Chen
cs.CLarXiv:2210.06710v22022
Data Augmentation Approaches in Natural Language Processing: A Survey
Bohan Li, Yutai Hou, Wanxiang Che
cs.CLcs.AIcs.LGarXiv:2110.01852v32021
Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era
Sunhao Dai, Chen Xu, Shicheng Xu +3
cs.IRcs.AIcs.CLarXiv:2404.11457v22024
End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors
Shota Horiguchi, Yusuke Fujita, Shinji Watanabe +2
eess.AScs.CLcs.SDarXiv:2005.09921v32020
An Analysis of Simple Data Augmentation for Named Entity Recognition
Xiang Dai, Heike Adel
cs.CLarXiv:2010.11683v12020
Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation
Vihan Jain, Gabriel Magalhaes, Alexander Ku +3
cs.AIcs.CLarXiv:1905.12255v32019
Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA
Ronghang Hu, Amanpreet Singh, Trevor Darrell +1
cs.CVcs.CLarXiv:1911.06258v32019
The Cost of Training NLP Models: A Concise Overview
Or Sharir, Barak Peleg, Yoav Shoham
cs.CLcs.LGcs.NEarXiv:2004.08900v12020
Token-Efficient Data Reasoning Agents via Adaptive Structuring of Unstructured Data
Milad Rezaei Hajidehi, Qitong Wang, Stratos Idreos
cs.AIcs.CLcs.DBarXiv:2608.31082v12026
Benchmarking Foundation Models with Language-Model-as-an-Examiner
Yushi Bai, Jiahao Ying, Yixin Cao +10
cs.CLcs.LGarXiv:2306.04181v22023
Hurdles to Progress in Long-form Question Answering
Kalpesh Krishna, Aurko Roy, Mohit Iyyer
cs.CLcs.LGarXiv:2103.06332v22021
Controlling Refusal Behavior of LLMs via Stiefel-Constrained Rotation Steering
Kirill Bunin, Dmitry Bylinkin, Vladimir Aletov +3
cs.LGcs.CLarXiv:2608.30986v12026
Arcee's MergeKit: A Toolkit for Merging Large Language Models
Charles Goddard, Shamane Siriwardhana, Malikeh Ehghaghi +5
cs.CLcs.AIcs.LGarXiv:2403.13257v32024
The Hermon Moment: AI Self-Transcendence and Its Human Narration
Alexei Grinbaum
cs.CYcs.CLarXiv:2608.30971v12026
In-Context Impersonation Reveals Large Language Models' Strengths and Biases
Leonard Salewski, Stephan Alaniz, Isabel Rio-Torto +2
cs.AIcs.CLcs.LGarXiv:2305.14930v22023
Applying Large Language Models and Chain-of-Thought for Automatic Scoring
Gyeong-Geon Lee, Ehsan Latif, Xuansheng Wu +2
cs.CLcs.AIarXiv:2312.03748v22023
BLOOM-WILT: Logit Tilting for Behaviour Elicitation in Automated LLM Auditing
Adrians Skapars, Edoardo Manino
cs.AIcs.CLarXiv:2608.31105v12026
A Model with No Head and Many Thoughts
Nikita Koriagin, Yaroslav Aksenov, George Bredis +3
cs.LGcs.CLarXiv:2608.31069v12026
When Can We Work in Embedding Space? What Text Embeddings Preserve
Simon Freyaldenhoven
econ.EMcs.CLstat.MLarXiv:2608.31059v12026
Augmenting Interviewer Judgments of Patient Experience with Automatic Language Analysis
Aowen Shi, Michal Balazia, Danilo Postin +4
cs.HCcs.CLarXiv:2608.31007v12026
E-Commerce Bench: Evaluating LLM Agents on Long-Horizon Autonomous Business Operation
Wei Fan, Xinjie Shen, Xudong Guo +8
cs.LGcs.CLarXiv:2608.30730v12026
PLC-DPO: Posterior Label Correction in Noisy and Ambiguous Preference Optimization
Boryeong Cho, Sumyeong Ahn, Se-Young Yun
cs.LGcs.CLarXiv:2608.30597v12026
ScienceArena: Benchmarking LLMs on Latest Scientific Olympiad Competitions
Guangxiang Zhao, Qilong Shi, Xusen Xiao +13
cs.AIcs.CLarXiv:2608.30517v12026
One Policy Is Enough: Single-Agent Reinforcement Learning Outperforms Tree Search for Chemistry Tool Learning
Armin Dariani, Sifan Wu, Bang Liu +1
cs.LGcs.CLarXiv:2608.30952v12026
The NetHack Learning Environment
Heinrich Küttler, Nantas Nardelli, Alexander H. Miller +4
cs.LGcs.AIcs.CLarXiv:2006.13760v22020
Responsible Integration of AI in Cancer Genomics: Barriers, Risks, and Pathways to Trustworthy Clinical Translation
Bahar İlgen, Yiannos Tolias, Denise Kühnert +5
cs.AIcs.CLarXiv:2608.30912v12026
ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models
Jinheon Baek, Sujay Kumar Jauhar, Silviu Cucerzan +1
cs.CLcs.AIcs.LGarXiv:2404.07738v22024
S3C-LLM: Skill-Code Guided Agentic Language Models for Spectrum-to-Structure Elucidation
Xuanle Zhao, Xinyuan Cai, Xiang Cheng +1
cs.LGcs.CLarXiv:2608.30910v12026
Invariant Rationalization
Shiyu Chang, Yang Zhang, Mo Yu +1
cs.LGcs.AIcs.CLarXiv:2003.09772v12020
Vocal Music under Phoneme-Conditional Analysis
Hayoon Kim, Kyogu Lee
cs.SDcs.CLarXiv:2608.30823v12026
The Fragility of Jailbreak Robustness Across Operational States
Yuna Park, Hwang Youn Kim, Yujin Kim +3
cs.CRcs.CLarXiv:2608.30748v12026
SingProbe Technical Report
Sing Team
cs.CRcs.AIcs.CLarXiv:2608.30703v12026
Beyond the Payload: How User Invocation Shapes Coding Agent Vulnerability to Repository Poisoning
Fukang Zhu, Binbin Zhao, Ruixiao Lin +3
cs.CRcs.CLarXiv:2608.30686v12026
Context Staircase: Signature-Aligned Dynamics of Token Embeddings under Small Initialization
Junjie Yao, Liangkai Hang, Zhi-Qin John Xu
cs.LGcs.CLarXiv:2608.30315v12026
Learning Where Outcomes Change:Credit-Addressable Reasoning for Multimodal Geometry
Jiani Guo, Junjie Wang, Jie Wu +5
cs.LGcs.CLarXiv:2608.30457v12026
Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges
Aman Singh Thakur, Kartik Choudhary, Venkat Srinik Ramayapally +2
cs.CLcs.AIarXiv:2406.12624v62024
Full Parameter Fine-tuning for Large Language Models with Limited Resources
Kai Lv, Yuqing Yang, Tengxiao Liu +3
cs.CLarXiv:2306.09782v22023
Towards Faithful Model Explanation in NLP: A Survey
Qing Lyu, Marianna Apidianaki, Chris Callison-Burch
cs.CLarXiv:2209.11326v42022
RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models
Zekun Moore Wang, Zhongyuan Peng, Haoran Que +14
cs.CLcs.AIarXiv:2310.00746v32023
A.X K2 Technical Report
Cheolseung Baek, Dhammiko Arya, Eunki Kim +40
cs.AIcs.CLarXiv:2608.30181v12026
Towards a Joint Khmer Text Recognition and Word Segmentation
Marry Kong, Rina Buoy, Sovisal Chenda +3
cs.CVcs.CLarXiv:2608.30213v12026
VIBE: Video Instruction-aligned Background music gEneration
Aryan Vijay Bhosale, Vaibhavi Lokegaonkar, Vishnu Raj +5
cs.SDcs.AIcs.CLarXiv:2608.30125v12026
Lot Machine: Multimodal Lot Extraction from Auction Catalogs
Mathias Zinnen, Alisha Mund, Sabine Lang +3
cs.CVcs.AIcs.CLarXiv:2608.30510v12026
Prompting PaLM for Translation: Assessing Strategies and Performance
David Vilar, Markus Freitag, Colin Cherry +3
cs.CLarXiv:2211.09102v32022
EvoSkill Injection: Red-Teaming Autonomous Skill Generation and Evolution in Self-Evolving Agents
Doyun Kim, Chanwoo Kim, Sugyeong Eo +2
cs.AIcs.CLarXiv:2608.30429v12026
Will the User Ever Know? Covert Indirect Prompt Injection on Tool-Using LLM Agents
Yunseok Lee, Yunji Kim, Woojin Lee
cs.AIcs.CLarXiv:2608.30362v12026
Ignorance or Incompetence? Constructing Knowledge-Gated, Verifiable Tasks for LLM Agents
Hanlin Tian, Minhao Li, Yu Mi +5
cs.AIcs.CLarXiv:2608.30322v12026
Syntactic Structure from Deep Learning
Tal Linzen, Marco Baroni
cs.CLarXiv:2004.10827v12020
Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition
Zhifu Gao, Shiliang Zhang, Ian McLoughlin +1
cs.SDcs.CLeess.ASarXiv:2206.08317v32022
How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks
Divyansh Kaushik, Zachary C. Lipton
cs.CLcs.AIcs.LGarXiv:1808.04926v22018
LaMoC: Loss-Aware Modular Compression for LLMs
Mohanad Odema, Jacob Song
cs.AIcs.CLcs.PFarXiv:2608.30226v12026
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

Computation and Language

XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation

Understanding Knowledge Distillation in Non-autoregressive Machine Translation

Interpretable Rumor Detection in Microblogs by Attending to User Interactions

Fine-grained Sentiment Classification using BERT

SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks

Large Language Models are few(1)-shot Table Reasoners

Data Augmentation Approaches in Natural Language Processing: A Survey

Bias and Unfairness in Information Retrieval Systems: New Challenges in the LLM Era

End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors

An Analysis of Simple Data Augmentation for Named Entity Recognition

Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation

Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA

The Cost of Training NLP Models: A Concise Overview

Token-Efficient Data Reasoning Agents via Adaptive Structuring of Unstructured Data

Benchmarking Foundation Models with Language-Model-as-an-Examiner

Hurdles to Progress in Long-form Question Answering

Controlling Refusal Behavior of LLMs via Stiefel-Constrained Rotation Steering

Arcee's MergeKit: A Toolkit for Merging Large Language Models

The Hermon Moment: AI Self-Transcendence and Its Human Narration

In-Context Impersonation Reveals Large Language Models' Strengths and Biases

Applying Large Language Models and Chain-of-Thought for Automatic Scoring

BLOOM-WILT: Logit Tilting for Behaviour Elicitation in Automated LLM Auditing

A Model with No Head and Many Thoughts

When Can We Work in Embedding Space? What Text Embeddings Preserve

Augmenting Interviewer Judgments of Patient Experience with Automatic Language Analysis

E-Commerce Bench: Evaluating LLM Agents on Long-Horizon Autonomous Business Operation

PLC-DPO: Posterior Label Correction in Noisy and Ambiguous Preference Optimization

ScienceArena: Benchmarking LLMs on Latest Scientific Olympiad Competitions

One Policy Is Enough: Single-Agent Reinforcement Learning Outperforms Tree Search for Chemistry Tool Learning

The NetHack Learning Environment

Responsible Integration of AI in Cancer Genomics: Barriers, Risks, and Pathways to Trustworthy Clinical Translation

ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

S3C-LLM: Skill-Code Guided Agentic Language Models for Spectrum-to-Structure Elucidation

Invariant Rationalization

Vocal Music under Phoneme-Conditional Analysis

The Fragility of Jailbreak Robustness Across Operational States

SingProbe Technical Report

Beyond the Payload: How User Invocation Shapes Coding Agent Vulnerability to Repository Poisoning

Context Staircase: Signature-Aligned Dynamics of Token Embeddings under Small Initialization

Learning Where Outcomes Change:Credit-Addressable Reasoning for Multimodal Geometry

Judging the Judges: Evaluating Alignment and Vulnerabilities in LLMs-as-Judges

Full Parameter Fine-tuning for Large Language Models with Limited Resources

Towards Faithful Model Explanation in NLP: A Survey

RoleLLM: Benchmarking, Eliciting, and Enhancing Role-Playing Abilities of Large Language Models

A.X K2 Technical Report

Towards a Joint Khmer Text Recognition and Word Segmentation

VIBE: Video Instruction-aligned Background music gEneration

Lot Machine: Multimodal Lot Extraction from Auction Catalogs

Prompting PaLM for Translation: Assessing Strategies and Performance

EvoSkill Injection: Red-Teaming Autonomous Skill Generation and Evolution in Self-Evolving Agents

Will the User Ever Know? Covert Indirect Prompt Injection on Tool-Using LLM Agents

Ignorance or Incompetence? Constructing Knowledge-Gated, Verifiable Tasks for LLM Agents

Syntactic Structure from Deep Learning

Paraformer: Fast and Accurate Parallel Transformer for Non-autoregressive End-to-End Speech Recognition

How Much Reading Does Reading Comprehension Require? A Critical Investigation of Popular Benchmarks

LaMoC: Loss-Aware Modular Compression for LLMs

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